From 35f2297f804e2406ccec6fc68335c0debf7bb2dd Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 15 Jan 2024 14:14:40 +0800 Subject: [PATCH 001/119] code-first example first version --- .../chat/chat-basic-code-first/README.md | 70 ++++++++++ .../chat/chat-basic-code-first/chat.jinja2 | 12 ++ .../chat/chat-basic-code-first/flow.dag.yaml | 3 + .../flows/chat/chat-basic-code-first/flow.py | 43 ++++++ .../chat-basic-code-first/requirements.txt | 2 + .../standard/basic-code-first/.env.example | 3 + .../flows/standard/basic-code-first/README.md | 125 ++++++++++++++++++ .../standard/basic-code-first/data.jsonl | 3 + .../standard/basic-code-first/flow.dag.yaml | 3 + .../flows/standard/basic-code-first/flow.py | 32 +++++ .../standard/basic-code-first/hello.jinja2 | 2 + .../flows/standard/basic-code-first/hello.py | 86 ++++++++++++ .../basic-code-first/requirements.txt | 3 + .../flows/standard/basic-code-first/run.yml | 10 ++ 14 files changed, 397 insertions(+) create mode 100644 examples/flows/chat/chat-basic-code-first/README.md create mode 100644 examples/flows/chat/chat-basic-code-first/chat.jinja2 create mode 100644 examples/flows/chat/chat-basic-code-first/flow.dag.yaml create mode 100644 examples/flows/chat/chat-basic-code-first/flow.py create mode 100644 examples/flows/chat/chat-basic-code-first/requirements.txt create mode 100644 examples/flows/standard/basic-code-first/.env.example create mode 100644 examples/flows/standard/basic-code-first/README.md create mode 100644 examples/flows/standard/basic-code-first/data.jsonl create mode 100644 examples/flows/standard/basic-code-first/flow.dag.yaml create mode 100644 examples/flows/standard/basic-code-first/flow.py create mode 100644 examples/flows/standard/basic-code-first/hello.jinja2 create mode 100644 examples/flows/standard/basic-code-first/hello.py create mode 100644 examples/flows/standard/basic-code-first/requirements.txt create mode 100644 examples/flows/standard/basic-code-first/run.yml diff --git a/examples/flows/chat/chat-basic-code-first/README.md b/examples/flows/chat/chat-basic-code-first/README.md new file mode 100644 index 00000000000..ab77454f5a2 --- /dev/null +++ b/examples/flows/chat/chat-basic-code-first/README.md @@ -0,0 +1,70 @@ +# Basic chat (code-first) +This example shows how to create a basic chat flow using code-first approach. It demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message. + +Tools used in this flow： +- `llm` tool + +## Prerequisites + +Install promptflow sdk and other dependencies in this folder: +```bash +pip install -r requirements.txt +``` + +## What you will learn + +In this flow, you will learn +- how to compose a chat flow. +- prompt template format of LLM tool chat api. Message delimiter is a separate line containing role name and colon: "system:", "user:", "assistant:". +See OpenAI Chat for more about message role. + ```jinja + system: + You are a chatbot having a conversation with a human. + + user: + {{question}} + ``` +- how to consume chat history in prompt. + ```jinja + {% for item in chat_history %} + user: + {{item.inputs.question}} + assistant: + {{item.outputs.answer}} + {% endfor %} + ``` + +## Getting started + +### 1 Create connection for LLM tool to use +Go to "Prompt flow" "Connections" tab. Click on "Create" button, select one of LLM tool supported connection types and fill in the configurations. + +Currently, there are two connection types supported by LLM tool: "AzureOpenAI" and "OpenAI". If you want to use "AzureOpenAI" connection type, you need to create an Azure OpenAI service first. Please refer to [Azure OpenAI Service](https://azure.microsoft.com/en-us/products/cognitive-services/openai-service/) for more details. If you want to use "OpenAI" connection type, you need to create an OpenAI account first. Please refer to [OpenAI](https://platform.openai.com/) for more details. + +```bash +# Override keys with --set to avoid yaml file changes +pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= --name open_ai_connection +``` + +Note in [flow.dag.yaml](flow.dag.yaml) we are using connection named `open_ai_connection`. +```bash +# show registered connection +pf connection show --name open_ai_connection +``` + +### 2 Start chatting + +```bash +# run chat flow with default question in flow.dag.yaml +pf flow test --flow . + +# run chat flow with new question +pf flow test --flow . --inputs question="What's Azure Machine Learning?" + +# start a interactive chat session in CLI +pf flow test --flow . --interactive + +# start a interactive chat session in CLI with verbose info +pf flow test --flow . --interactive --verbose +``` + diff --git a/examples/flows/chat/chat-basic-code-first/chat.jinja2 b/examples/flows/chat/chat-basic-code-first/chat.jinja2 new file mode 100644 index 00000000000..c5e811e1969 --- /dev/null +++ b/examples/flows/chat/chat-basic-code-first/chat.jinja2 @@ -0,0 +1,12 @@ +system: +You are a helpful assistant. + +{% for item in chat_history %} +user: +{{item.inputs.question}} +assistant: +{{item.outputs.answer}} +{% endfor %} + +user: +{{question}} \ No newline at end of file diff --git a/examples/flows/chat/chat-basic-code-first/flow.dag.yaml b/examples/flows/chat/chat-basic-code-first/flow.dag.yaml new file mode 100644 index 00000000000..dbb43c3bb3f --- /dev/null +++ b/examples/flows/chat/chat-basic-code-first/flow.dag.yaml @@ -0,0 +1,3 @@ +$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json +path: flow.py +entry: flow_entry diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py new file mode 100644 index 00000000000..43a12b2bbb2 --- /dev/null +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -0,0 +1,43 @@ +from dataclasses import dataclass +from jinja2 import Template +from pathlib import Path +from promptflow import trace, PFClient +from promptflow.tools.aoai import chat + + +BASE_DIR = Path(__file__).absolute().parent + + +@trace +def load_prompt(jinja2_template: str, question: str, chat_history: list) -> str: + """Load prompt function.""" + with open(BASE_DIR / jinja2_template, "r", encoding="utf-8") as f: + tmpl = Template(f.read(), trim_blocks=True, keep_trailing_newline=True) + prompt = tmpl.render(question=question, chat_history=chat_history) + return prompt + + +@dataclass +class Result: + answer: str + + +@trace +def flow_entry(question: str, chat_history: list) -> Result: + """Flow entry function.""" + prompt = load_prompt("chat.jinja2", question, chat_history) + pf = PFClient() + connection = pf.connections.get("open_ai_connection") + output = chat( + connection=connection, + prompt=prompt, + deployment_name="gpt-35-turbo", + max_tokens=256, + temperature=0.7, + ) + return Result(answer=output) + + +if __name__ == "__main__": + result = flow_entry("What's Azure Machine Learning?", []) + print(result) diff --git a/examples/flows/chat/chat-basic-code-first/requirements.txt b/examples/flows/chat/chat-basic-code-first/requirements.txt new file mode 100644 index 00000000000..34d068f5f1c --- /dev/null +++ b/examples/flows/chat/chat-basic-code-first/requirements.txt @@ -0,0 +1,2 @@ +promptflow +promptflow-tools \ No newline at end of file diff --git a/examples/flows/standard/basic-code-first/.env.example b/examples/flows/standard/basic-code-first/.env.example new file mode 100644 index 00000000000..8d233a95853 --- /dev/null +++ b/examples/flows/standard/basic-code-first/.env.example @@ -0,0 +1,3 @@ +AZURE_OPENAI_API_KEY= +AZURE_OPENAI_API_BASE= +AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows/standard/basic-code-first/README.md b/examples/flows/standard/basic-code-first/README.md new file mode 100644 index 00000000000..0a02ddcac64 --- /dev/null +++ b/examples/flows/standard/basic-code-first/README.md @@ -0,0 +1,125 @@ +# Basic standard flow (code-first) +A basic standard flow using code-first approach calls Azure OpenAI with connection info stored in environment variables. + +## Prerequisites + +Install promptflow sdk and other dependencies: +```bash +pip install -r requirements.txt +``` + +## Run flow + +- Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. + +- Setup environment variables + +Ensure you have put your azure open ai endpoint key in [.env](.env) file. You can create one refer to this [example file](.env.example). + +```bash +cat .env +``` + +- Test flow/node +```bash +# test with default input value in flow.dag.yaml +pf flow test --flow . + +# test with flow inputs +pf flow test --flow . --inputs text="Java Hello World!" + +``` + +- Create run with multiple lines data +```bash +# using environment from .env file (loaded in user code: hello.py) +pf run create --flow . --data ./data.jsonl --column-mapping text='${data.text}' --stream +``` + +You can also skip providing `column-mapping` if provided data has same column name as the flow. +Reference [here](https://aka.ms/pf/column-mapping) for default behavior when `column-mapping` not provided in CLI. + +- List and show run meta +```bash +# list created run +pf run list + +# get a sample run name + +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_code_first")) | .name'| head -n 1 | tr -d '"') +# show specific run detail +pf run show --name $name + +# show output +pf run show-details --name $name + +# visualize run in browser +pf run visualize --name $name +``` + +## Run flow with connection +Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. + +- Show or create `open_ai_connection` +```bash +# create connection from `azure_openai.yml` file +# Override keys with --set to avoid yaml file changes +pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= + +# check if connection exists +pf connection show -n open_ai_connection +``` + +- Test using connection secret specified in environment variables +**Note**: we used `'` to wrap value since it supports raw value without escape in powershell & bash. For windows command prompt, you may remove the `'` to avoid it become part of the value. + +```bash +# test with default input value in flow.dag.yaml +pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' +``` + +- Create run using connection secret binding specified in environment variables, see [run.yml](run.yml) +```bash +# create run +pf run create --flow . --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' --column-mapping text='${data.text}' +# create run using yaml file +pf run create --file run.yml --stream + +# show outputs +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_variant_0")) | .name'| head -n 1 | tr -d '"') +pf run show-details --name $name +``` + +## Run flow in cloud with connection +- Assume we already have a connection named `open_ai_connection` in workspace. +```bash +# set default workspace +az account set -s +az configure --defaults group= workspace= +``` + +- Create run +```bash +# run with environment variable reference connection in azureml workspace +pfazure run create --flow . --data ./data.jsonl --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' --column-mapping text='${data.text}' --stream --runtime example-runtime-ci +# run using yaml file +pfazure run create --file run.yml --stream --runtime example-runtime-ci +``` + +- List and show run meta +```bash +# list created run +pfazure run list -r 3 + +# get a sample run name +name=$(pfazure run list -r 100 | jq '.[] | select(.name | contains("basic_code_first")) | .name'| head -n 1 | tr -d '"') + +# show specific run detail +pfazure run show --name $name + +# show output +pfazure run show-details --name $name + +# visualize run in browser +pfazure run visualize --name $name +``` \ No newline at end of file diff --git a/examples/flows/standard/basic-code-first/data.jsonl b/examples/flows/standard/basic-code-first/data.jsonl new file mode 100644 index 00000000000..d71f1ca42a2 --- /dev/null +++ b/examples/flows/standard/basic-code-first/data.jsonl @@ -0,0 +1,3 @@ +{"text": "Python Hello World!"} +{"text": "C Hello World!"} +{"text": "C# Hello World!"} diff --git a/examples/flows/standard/basic-code-first/flow.dag.yaml b/examples/flows/standard/basic-code-first/flow.dag.yaml new file mode 100644 index 00000000000..dbb43c3bb3f --- /dev/null +++ b/examples/flows/standard/basic-code-first/flow.dag.yaml @@ -0,0 +1,3 @@ +$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json +path: flow.py +entry: flow_entry diff --git a/examples/flows/standard/basic-code-first/flow.py b/examples/flows/standard/basic-code-first/flow.py new file mode 100644 index 00000000000..4d0f230ffda --- /dev/null +++ b/examples/flows/standard/basic-code-first/flow.py @@ -0,0 +1,32 @@ +from jinja2 import Template +from pathlib import Path +from promptflow import trace + +from hello import my_llm_tool + +BASE_DIR = Path(__file__).absolute().parent + + +@trace +def load_prompt(jinja2_template: str, text: str) -> str: + """Load prompt function.""" + with open(BASE_DIR / jinja2_template, "r", encoding="utf-8") as f: + prompt = Template( + f.read(), trim_blocks=True, keep_trailing_newline=True + ).render(text=text) + return prompt + + +@trace +def flow_entry(text: str) -> str: + """Flow entry function.""" + prompt = load_prompt("hello.jinja2", text) + output = my_llm_tool( + prompt=prompt, deployment_name="text-davinci-003", max_tokens=120 + ) + return output + + +if __name__ == "__main__": + result = flow_entry("Hello, world!") + print(result) diff --git a/examples/flows/standard/basic-code-first/hello.jinja2 b/examples/flows/standard/basic-code-first/hello.jinja2 new file mode 100644 index 00000000000..df86ef4f5e7 --- /dev/null +++ b/examples/flows/standard/basic-code-first/hello.jinja2 @@ -0,0 +1,2 @@ +{# Please replace the template with your own prompt. #} +Write a simple {{text}} program that displays the greeting message when executed. \ No newline at end of file diff --git a/examples/flows/standard/basic-code-first/hello.py b/examples/flows/standard/basic-code-first/hello.py new file mode 100644 index 00000000000..8e14f3b8597 --- /dev/null +++ b/examples/flows/standard/basic-code-first/hello.py @@ -0,0 +1,86 @@ +import os +from openai.version import VERSION as OPENAI_VERSION + +from dotenv import load_dotenv +from promptflow import trace + + +def to_bool(value) -> bool: + return str(value).lower() == "true" + + +def get_client(): + if OPENAI_VERSION.startswith("0."): + raise Exception( + "Please upgrade your OpenAI package to version >= 1.0.0 or using the command: pip install --upgrade openai." + ) + api_key = os.environ["AZURE_OPENAI_API_KEY"] + conn = dict( + api_key=os.environ["AZURE_OPENAI_API_KEY"], + ) + if api_key.startswith("sk-"): + from openai import OpenAI as Client + else: + from openai import AzureOpenAI as Client + + conn.update( + azure_endpoint=os.environ["AZURE_OPENAI_API_BASE"], + api_version=os.environ.get( + "AZURE_OPENAI_API_VERSION", "2023-07-01-preview" + ), + ) + return Client(**conn) + + +@trace +def my_llm_tool( + prompt: str, + # for AOAI, deployment name is customized by user, not model name. + deployment_name: str, + suffix: str = None, + max_tokens: int = 120, + temperature: float = 1.0, + top_p: float = 1.0, + n: int = 1, + logprobs: int = None, + echo: bool = False, + stop: list = None, + presence_penalty: float = 0, + frequency_penalty: float = 0, + best_of: int = 1, + logit_bias: dict = {}, + user: str = "", + **kwargs, +) -> str: + if "AZURE_OPENAI_API_KEY" not in os.environ: + # load environment variables from .env file + load_dotenv() + + if "AZURE_OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") + + echo = to_bool(echo) + + response = get_client().completions.create( + prompt=prompt, + model=deployment_name, + # empty string suffix should be treated as None. + suffix=suffix if suffix else None, + max_tokens=int(max_tokens), + temperature=float(temperature), + top_p=float(top_p), + n=int(n), + logprobs=int(logprobs) if logprobs else None, + echo=echo, + # fix bug "[] is not valid under any of the given schemas-'stop'" + stop=stop if stop else None, + presence_penalty=float(presence_penalty), + frequency_penalty=float(frequency_penalty), + best_of=int(best_of), + # Logit bias must be a dict if we passed it to openai api. + logit_bias=logit_bias if logit_bias else {}, + user=user, + ) + + # get first element because prompt is single. + return response.choices[0].text diff --git a/examples/flows/standard/basic-code-first/requirements.txt b/examples/flows/standard/basic-code-first/requirements.txt new file mode 100644 index 00000000000..35c1b55b32e --- /dev/null +++ b/examples/flows/standard/basic-code-first/requirements.txt @@ -0,0 +1,3 @@ +promptflow[azure] +promptflow-tools +python-dotenv \ No newline at end of file diff --git a/examples/flows/standard/basic-code-first/run.yml b/examples/flows/standard/basic-code-first/run.yml new file mode 100644 index 00000000000..866682d0104 --- /dev/null +++ b/examples/flows/standard/basic-code-first/run.yml @@ -0,0 +1,10 @@ +$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Run.schema.json +flow: . +data: data.jsonl +environment_variables: + # environment variables from connection + AZURE_OPENAI_API_KEY: ${open_ai_connection.api_key} + AZURE_OPENAI_API_BASE: ${open_ai_connection.api_base} + AZURE_OPENAI_API_TYPE: azure +column_mapping: + text: ${data.text} From 3c52a44f03e0663103c79d67faa2ce3ade3135b7 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 15 Jan 2024 19:28:11 +0800 Subject: [PATCH 002/119] update --- examples/flows/chat/chat-basic-code-first/flow.py | 2 +- examples/flows/standard/basic-code-first/flow.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py index 43a12b2bbb2..09b3b9ba02c 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.py +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -23,7 +23,7 @@ class Result: @trace -def flow_entry(question: str, chat_history: list) -> Result: +def flow_entry(question: str='What is ChatGPT?', chat_history: list = []) -> Result: """Flow entry function.""" prompt = load_prompt("chat.jinja2", question, chat_history) pf = PFClient() diff --git a/examples/flows/standard/basic-code-first/flow.py b/examples/flows/standard/basic-code-first/flow.py index 4d0f230ffda..7dd66bbec43 100644 --- a/examples/flows/standard/basic-code-first/flow.py +++ b/examples/flows/standard/basic-code-first/flow.py @@ -18,7 +18,7 @@ def load_prompt(jinja2_template: str, text: str) -> str: @trace -def flow_entry(text: str) -> str: +def flow_entry(text: str = "Hello World!") -> str: """Flow entry function.""" prompt = load_prompt("hello.jinja2", text) output = my_llm_tool( From 312d19ca6f47530add546eef9a4d8272deed10e3 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 15 Jan 2024 19:35:57 +0800 Subject: [PATCH 003/119] update --- examples/flows/chat/chat-basic-code-first/flow.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py index 09b3b9ba02c..3737d367751 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.py +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -27,7 +27,7 @@ def flow_entry(question: str='What is ChatGPT?', chat_history: list = []) -> Res """Flow entry function.""" prompt = load_prompt("chat.jinja2", question, chat_history) pf = PFClient() - connection = pf.connections.get("open_ai_connection") + connection = pf.connections.get("open_ai_connection", with_secrets=True) # TODO: add connection to function inputs output = chat( connection=connection, prompt=prompt, From 5518ab2f09e33d0f37fd1495f58a2223928a8dbf Mon Sep 17 00:00:00 2001 From: Han Wang Date: Tue, 16 Jan 2024 15:09:30 +0800 Subject: [PATCH 004/119] update output --- examples/flows/chat/chat-basic-code-first/flow.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py index 3737d367751..cf996d0b288 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.py +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -35,7 +35,8 @@ def flow_entry(question: str='What is ChatGPT?', chat_history: list = []) -> Res max_tokens=256, temperature=0.7, ) - return Result(answer=output) + # TODO: Result(answer=output) + return dict(answer=output) if __name__ == "__main__": From 7a285b58d64dac8f96b1117e572f4017051c42da Mon Sep 17 00:00:00 2001 From: Han Wang Date: Fri, 26 Jan 2024 15:38:49 +0800 Subject: [PATCH 005/119] update requirements --- examples/flows/chat/chat-basic-code-first/data.jsonl | 2 ++ examples/flows/chat/chat-basic-code-first/requirements.txt | 4 ++-- 2 files changed, 4 insertions(+), 2 deletions(-) create mode 100644 examples/flows/chat/chat-basic-code-first/data.jsonl diff --git a/examples/flows/chat/chat-basic-code-first/data.jsonl b/examples/flows/chat/chat-basic-code-first/data.jsonl new file mode 100644 index 00000000000..9409a94d303 --- /dev/null +++ b/examples/flows/chat/chat-basic-code-first/data.jsonl @@ -0,0 +1,2 @@ +{"question": "What is Prompt flow?"} +{"question": "What is ChatGPT?"} \ No newline at end of file diff --git a/examples/flows/chat/chat-basic-code-first/requirements.txt b/examples/flows/chat/chat-basic-code-first/requirements.txt index 34d068f5f1c..e7f6e5a4f23 100644 --- a/examples/flows/chat/chat-basic-code-first/requirements.txt +++ b/examples/flows/chat/chat-basic-code-first/requirements.txt @@ -1,2 +1,2 @@ -promptflow -promptflow-tools \ No newline at end of file +--extra-index-url https://azuremlsdktestpypi.azureedge.net/test-promptflow/ +promptflow[azure]==0.0.116642424 \ No newline at end of file From fdbc35495c6b61f299d373f0db0451923d88fac9 Mon Sep 17 00:00:00 2001 From: Han Wang Date: Fri, 26 Jan 2024 16:27:34 +0800 Subject: [PATCH 006/119] update remote --- examples/flows/chat/chat-basic-code-first/flow.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py index cf996d0b288..8c5d51ee7f1 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.py +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -25,7 +25,16 @@ class Result: @trace def flow_entry(question: str='What is ChatGPT?', chat_history: list = []) -> Result: """Flow entry function.""" + from promptflow._sdk._configuration import Configuration + prompt = load_prompt("chat.jinja2", question, chat_history) + config = Configuration.get_instance() + # TODO: create your own config.json + workspace_config = config._get_workspace_from_config(path="./config.json") + config.set_config( + Configuration.CONNECTION_PROVIDER, + "azureml:" + workspace_config + ) pf = PFClient() connection = pf.connections.get("open_ai_connection", with_secrets=True) # TODO: add connection to function inputs output = chat( From 9a8694ab941e9d19070e9a59be042c2657c2bb57 Mon Sep 17 00:00:00 2001 From: Han Wang Date: Fri, 26 Jan 2024 17:10:24 +0800 Subject: [PATCH 007/119] update sample --- examples/flows/standard/basic-code-first/README.md | 4 ++-- examples/flows/standard/basic-code-first/requirements.txt | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/examples/flows/standard/basic-code-first/README.md b/examples/flows/standard/basic-code-first/README.md index 0a02ddcac64..48bd800b9ca 100644 --- a/examples/flows/standard/basic-code-first/README.md +++ b/examples/flows/standard/basic-code-first/README.md @@ -101,9 +101,9 @@ az configure --defaults group= workspace= Date: Wed, 31 Jan 2024 17:27:42 +0800 Subject: [PATCH 008/119] snapshot --- .../flows/standard/basic-code-first/flow.py | 2 +- .../basic-code-first/{hello.py => llm.py} | 14 +- .../basic-code-first/quickstart.ipynb | 305 ++++++++++++++++++ 3 files changed, 314 insertions(+), 7 deletions(-) rename examples/flows/standard/basic-code-first/{hello.py => llm.py} (91%) create mode 100644 examples/flows/standard/basic-code-first/quickstart.ipynb diff --git a/examples/flows/standard/basic-code-first/flow.py b/examples/flows/standard/basic-code-first/flow.py index 7dd66bbec43..c934a4a4128 100644 --- a/examples/flows/standard/basic-code-first/flow.py +++ b/examples/flows/standard/basic-code-first/flow.py @@ -2,7 +2,7 @@ from pathlib import Path from promptflow import trace -from hello import my_llm_tool +from llm import my_llm_tool BASE_DIR = Path(__file__).absolute().parent diff --git a/examples/flows/standard/basic-code-first/hello.py b/examples/flows/standard/basic-code-first/llm.py similarity index 91% rename from examples/flows/standard/basic-code-first/hello.py rename to examples/flows/standard/basic-code-first/llm.py index 8e14f3b8597..603cf571e61 100644 --- a/examples/flows/standard/basic-code-first/hello.py +++ b/examples/flows/standard/basic-code-first/llm.py @@ -5,10 +5,6 @@ from promptflow import trace -def to_bool(value) -> bool: - return str(value).lower() == "true" - - def get_client(): if OPENAI_VERSION.startswith("0."): raise Exception( @@ -59,8 +55,6 @@ def my_llm_tool( if "AZURE_OPENAI_API_KEY" not in os.environ: raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") - echo = to_bool(echo) - response = get_client().completions.create( prompt=prompt, model=deployment_name, @@ -84,3 +78,11 @@ def my_llm_tool( # get first element because prompt is single. return response.choices[0].text + + +if __name__ == "__main__": + result = my_llm_tool( + prompt="Write a simple Hello, world! program that displays the greeting message when executed.", + deployment_name="text-davinci-003", + ) + print(result) diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows/standard/basic-code-first/quickstart.ipynb new file mode 100644 index 00000000000..00102a3b700 --- /dev/null +++ b/examples/flows/standard/basic-code-first/quickstart.ipynb @@ -0,0 +1,305 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Getting started with prompt flow code-first experience\n", + "\n", + "**Learning Objectives** - Upon completing this tutorial, you should be able to:\n", + "\n", + "- Write LLM application using notebook and visualize the trace of your application.\n", + "- Convert the application into a flow and batch run against multi lines of data.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 0. Install dependent packages" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install -r ../../requirements.txt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Trace your application with promptflow\n", + "\n", + "Assume we already have a python function that calls OpenAI API. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with open(\"llm.py\") as fin:\n", + " print(fin.read())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note: before running below cell, please configure required environment variable `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_API_BASE` by create an `.env` file. Please refer to [.env.example](.env.example) as an template." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# control the AOAI deployment (model) used in this example\n", + "deployment_name=\"text-davinci-003\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from llm import my_llm_tool\n", + "# pls configure `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_API_BASE` environment variables first\n", + "result = my_llm_tool(prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\", deployment_name=deployment_name)\n", + "result" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Visualize trace by using promptflow.start_trace" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# TODO: when public available, change to from promptflow import start_trace\n", + "from promptflow._trace._start_trace import start_trace\n", + "\n", + "# start a trace session, and print a url for user to check trace \n", + "start_trace()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note we add `@trace` in the `my_llm_tool` function, re-run below cell will collect a trace in trace UI." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# rerun the function, which will \n", + "result = my_llm_tool(prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\", deployment_name=deployment_name)\n", + "result" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, let's add another layer of function call. In [flow.py](flow.py) there is a function called `flow_entry`, which calls a new function called `load_prompt` and previous `my_llm_tool` function." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# show the flow.py content\n", + "with open(\"flow.py\") as fin:\n", + " print(fin.read())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# call the flow entry function\n", + "from flow import flow_entry\n", + "\n", + "result = flow_entry(\"Java Hello, world!\")\n", + "result" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Batch run the function as flow with multi-line data\n", + "\n", + "Create a [flow.dag.yaml](flow.dag.yaml) file to define a flow which entry pointing to a python function.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# show the flow.dag.yaml content\n", + "with open(\"flow.dag.yaml\") as fin:\n", + " print(fin.read())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Batch run with a data file (with multiple lines of test data)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from promptflow import PFClient\n", + "\n", + "flow = \".\" # path to the flow directory\n", + "data = \"./data.jsonl\" # path to the data file\n", + "\n", + "# create run with the flow and data\n", + "pf = PFClient()\n", + "base_run = pf.run(flow=flow, data=data, stream=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "details = pf.get_details(base_run)\n", + "details.head(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Evaluate your flow\n", + "Then you can use an evaluation method to evaluate your flow. The evaluation methods are also flows which usually using LLM assert the produced output matches certain expectation. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Run evaluation on the previous batch run\n", + "The **base_run** is the batch run we completed in step 2 above, for web-classification flow with \"data.jsonl\" as input." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# TODO using assets\n", + "\n", + "# eval_flow = \"./eval_flow.dag.yaml\"\n", + "\n", + "# eval_run = pf.run(\n", + "# flow=eval_flow,\n", + "# data=\"./data.jsonl\", # path to the data file\n", + "# run=base_run, # specify base_run as the run you want to evaluate\n", + "# column_mapping={\n", + "# \"groundtruth\": \"${data.answer}\",\n", + "# \"prediction\": \"${run.outputs.category}\",\n", + "# }, # map the url field from the data to the url input of the flow\n", + "# stream=True,\n", + "# )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# details = pf.get_details(eval_run)\n", + "# details.head(10)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# import json\n", + "# metrics = pf.get_metrics(eval_run)\n", + "# print(json.dumps(metrics, indent=4))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# pf.visualize([base_run, eval_run])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Next Steps\n", + "\n", + "By now you've successfully run your first prompt flow and even did evaluation on it. That's great!\n", + "\n", + "You can check out more examples:\n", + "- [Group Chat with AutoAgent](../autogen-groupchat/agentchat_groupchat.ipynb): more complicated demostrate how to capture trace existing code using autogen, and convert it into a flow." + ] + } + ], + "metadata": { + "description": "A quickstart tutorial to run a flow and evaluate it.", + "kernelspec": { + "display_name": "prompt_flow", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.18" + }, + "resources": "examples/requirements.txt, examples/flows/standard/web-classification, examples/flows/evaluation/eval-classification-accuracy" + }, + "nbformat": 4, + "nbformat_minor": 2 +} From bdc37bbc584644a3af3009ac8bcfff00eb056ded Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 31 Jan 2024 17:48:29 +0800 Subject: [PATCH 009/119] snapshot --- .../basic-code-first/quickstart.ipynb | 20 ++++++++++++++++++- 1 file changed, 19 insertions(+), 1 deletion(-) diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows/standard/basic-code-first/quickstart.ipynb index 00102a3b700..8c344774b35 100644 --- a/examples/flows/standard/basic-code-first/quickstart.ipynb +++ b/examples/flows/standard/basic-code-first/quickstart.ipynb @@ -145,6 +145,24 @@ "result" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Eval the result " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# eval function: TODO\n", + "# from eval_flow import eval\n", + "# eval(answer= result[\"anser\"], ground_truth='abc')" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -220,7 +238,7 @@ "metadata": {}, "outputs": [], "source": [ - "# TODO using assets\n", + "# TODO using asserts\n", "\n", "# eval_flow = \"./eval_flow.dag.yaml\"\n", "\n", From fc503a223c684e61f3577c63e9ce85637306a752 Mon Sep 17 00:00:00 2001 From: Han Wang Date: Wed, 31 Jan 2024 17:59:18 +0800 Subject: [PATCH 010/119] update dag entry --- examples/flows/chat/chat-basic-code-first/flow.dag.yaml | 3 +-- examples/flows/standard/basic-code-first/flow.dag.yaml | 3 +-- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/examples/flows/chat/chat-basic-code-first/flow.dag.yaml b/examples/flows/chat/chat-basic-code-first/flow.dag.yaml index dbb43c3bb3f..fd06aec609c 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.dag.yaml +++ b/examples/flows/chat/chat-basic-code-first/flow.dag.yaml @@ -1,3 +1,2 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json -path: flow.py -entry: flow_entry +entry: flow.flow_entry diff --git a/examples/flows/standard/basic-code-first/flow.dag.yaml b/examples/flows/standard/basic-code-first/flow.dag.yaml index dbb43c3bb3f..fd06aec609c 100644 --- a/examples/flows/standard/basic-code-first/flow.dag.yaml +++ b/examples/flows/standard/basic-code-first/flow.dag.yaml @@ -1,3 +1,2 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json -path: flow.py -entry: flow_entry +entry: flow.flow_entry From 7437165e666aa533ed6ee35d02f998f558d803bb Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Thu, 1 Feb 2024 14:01:00 +0800 Subject: [PATCH 011/119] add trace tutorial --- .../basic-code-first/quickstart.ipynb | 5 +- .../trace/autogen-groupchat/.gitignore | 1 + .../OAI_CONFIG_LIST.json.example | 16 ++ .../agentchat_groupchat.ipynb | 207 ++++++++++++++++++ .../trace/autogen-groupchat/requirements.txt | 2 + 5 files changed, 229 insertions(+), 2 deletions(-) create mode 100644 examples/tutorials/trace/autogen-groupchat/.gitignore create mode 100644 examples/tutorials/trace/autogen-groupchat/OAI_CONFIG_LIST.json.example create mode 100644 examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb create mode 100644 examples/tutorials/trace/autogen-groupchat/requirements.txt diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows/standard/basic-code-first/quickstart.ipynb index 8c344774b35..ac50956cbcf 100644 --- a/examples/flows/standard/basic-code-first/quickstart.ipynb +++ b/examples/flows/standard/basic-code-first/quickstart.ipynb @@ -25,7 +25,8 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install -r ../../requirements.txt" + "%%capture --no-stderr\n", + "%pip install -r ./requirements.txt" ] }, { @@ -293,7 +294,7 @@ "By now you've successfully run your first prompt flow and even did evaluation on it. That's great!\n", "\n", "You can check out more examples:\n", - "- [Group Chat with AutoAgent](../autogen-groupchat/agentchat_groupchat.ipynb): more complicated demostrate how to capture trace existing code using autogen, and convert it into a flow." + "- [Basic Chat](../../chat/chat-basic-code-first/): demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message." ] } ], diff --git a/examples/tutorials/trace/autogen-groupchat/.gitignore b/examples/tutorials/trace/autogen-groupchat/.gitignore new file mode 100644 index 00000000000..eb9d9561817 --- /dev/null +++ b/examples/tutorials/trace/autogen-groupchat/.gitignore @@ -0,0 +1 @@ +OAI_CONFIG_LIST.json \ No newline at end of file diff --git a/examples/tutorials/trace/autogen-groupchat/OAI_CONFIG_LIST.json.example b/examples/tutorials/trace/autogen-groupchat/OAI_CONFIG_LIST.json.example new file mode 100644 index 00000000000..55eb7c19a91 --- /dev/null +++ b/examples/tutorials/trace/autogen-groupchat/OAI_CONFIG_LIST.json.example @@ -0,0 +1,16 @@ +[ + { + "model": "gpt-4", + "api_key": "YOUR_OPENAI_API_KEY", + "base_url": "YOUR_OPENAI_API_BASE_RUL", + "api_type": "azure", + "api_version": "2023-06-01-preview" + }, + { + "model": "gpt-35-turbo", + "api_key": "YOUR_OPENAI_API_KEY", + "base_url": "YOUR_OPENAI_API_BASE_RUL", + "api_type": "azure", + "api_version": "2023-06-01-preview" + } +] \ No newline at end of file diff --git a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb new file mode 100644 index 00000000000..42db92c7eea --- /dev/null +++ b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb @@ -0,0 +1,207 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Tracing existing application using promptflow: Auto Generated Agent Group Chat\n", + "\n", + "AutoGen offers conversable agents powered by LLM, tool or human, which can be used to perform tasks collectively via automated chat. This framework allows tool use and human participation through multi-agent conversation.\n", + "Please find documentation about this feature [here](https://microsoft.github.io/autogen/docs/Use-Cases/agent_chat).\n", + "\n", + "This notebook is modified based on https://github.com/microsoft/autogen/blob/main/notebook/agentchat_groupchat.ipynb. \n", + "\n", + "**Learning Objectives** - Upon completing this tutorial, you should be able to:\n", + "\n", + "- Trace LLM (OpenAI) Calls and visualize the trace of your application.\n", + "\n", + "## Requirements\n", + "\n", + "AutoGen requires `Python>=3.8`. To run this notebook example, please install required dependencies:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%capture --no-stderr\n", + "%pip install -r ./requirements.txt" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Set your API Endpoint\n", + "\n", + "You can create the config file named [OAI_CONFIG_LIST.json](OAI_CONFIG_LIST.json) from example file: [OAI_CONFIG_LIST.json.example](OAI_CONFIG_LIST.json.example).\n", + "\n", + "Below code use the [`config_list_from_json`](https://microsoft.github.io/autogen/docs/reference/oai/openai_utils#config_list_from_json) function loads a list of configurations from an environment variable or a json file. \n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import autogen\n", + "# please ensure you have a json config file \n", + "env_or_file = \"OAI_CONFIG_LIST.json\"\n", + "\n", + "# filters the configs by models (you can filter by other keys as well). Only the gpt-4 models are kept in the list based on the filter condition.\n", + "\n", + "# gpt4\n", + "# config_list = autogen.config_list_from_json(\n", + "# env_or_file,\n", + "# filter_dict={\n", + "# \"model\": [\"gpt-4\", \"gpt-4-0314\", \"gpt4\", \"gpt-4-32k\", \"gpt-4-32k-0314\", \"gpt-4-32k-v0314\"],\n", + "# },\n", + "# )\n", + "\n", + "# gpt35\n", + "config_list = autogen.config_list_from_json(\n", + " env_or_file,\n", + " filter_dict={\n", + " \"model\": {\n", + " \"gpt-35-turbo\",\n", + " \"gpt-3.5-turbo\",\n", + " \"gpt-3.5-turbo-16k\",\n", + " \"gpt-3.5-turbo-0301\",\n", + " \"chatgpt-35-turbo-0301\",\n", + " \"gpt-35-turbo-v0301\",\n", + " },\n", + " },\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Construct Agents" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "llm_config = {\"config_list\": config_list, \"cache_seed\": 42}\n", + "user_proxy = autogen.UserProxyAgent(\n", + " name=\"User_proxy\",\n", + " system_message=\"A human admin.\",\n", + " code_execution_config={\n", + " \"last_n_messages\": 2,\n", + " \"work_dir\": \"groupchat\",\n", + " \"use_docker\": False,\n", + " }, # Please set use_docker=True if docker is available to run the generated code. Using docker is safer than running the generated code directly.\n", + " human_input_mode=\"TERMINATE\",\n", + ")\n", + "coder = autogen.AssistantAgent(\n", + " name=\"Coder\",\n", + " llm_config=llm_config,\n", + ")\n", + "pm = autogen.AssistantAgent(\n", + " name=\"Product_manager\",\n", + " system_message=\"Creative in software product ideas.\",\n", + " llm_config=llm_config,\n", + ")\n", + "groupchat = autogen.GroupChat(agents=[user_proxy, coder, pm], messages=[], max_round=12)\n", + "manager = autogen.GroupChatManager(groupchat=groupchat, llm_config=llm_config)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Start Chat" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "user_proxy.initiate_chat(\n", + " manager, message=\"Find a latest paper about gpt-4 on arxiv and find its potential applications in software.\"\n", + ")\n", + "# type exit to terminate the chat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Start Chat with promptflow trace" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# TODO: when public available, change to from promptflow import start_trace\n", + "from promptflow._trace._start_trace import start_trace\n", + "\n", + "# start a trace session, and print a url for user to check trace \n", + "start_trace()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "user_proxy.initiate_chat(\n", + " manager, message=\"Find a latest paper about gpt-4 on arxiv and find its potential applications in software.\"\n", + ")\n", + "# type exit to terminate the chat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Next Steps\n", + "\n", + "By now you've successfully tracing LLM calls in your app using prompt flow.\n", + "\n", + "You can check out more examples:\n", + "- [Trace your flow](../../../flows/standard/basic-code-first/quickstart.ipynb): using promptflow @trace to structurally tracing your app and do evaluation on it with batch run." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "flaml", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.18" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/tutorials/trace/autogen-groupchat/requirements.txt b/examples/tutorials/trace/autogen-groupchat/requirements.txt new file mode 100644 index 00000000000..2d204781a3a --- /dev/null +++ b/examples/tutorials/trace/autogen-groupchat/requirements.txt @@ -0,0 +1,2 @@ +promptflow +pyautogen>=0.2.9 \ No newline at end of file From 15634319190f93bf82277c83e13728d307a1ec31 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Thu, 1 Feb 2024 14:53:08 +0800 Subject: [PATCH 012/119] snap --- examples/flows/standard/basic-code-first/flow.dag.yaml | 3 +-- examples/flows/standard/basic-code-first/flow.py | 3 +++ .../trace/autogen-groupchat/agentchat_groupchat.ipynb | 7 +++++++ 3 files changed, 11 insertions(+), 2 deletions(-) diff --git a/examples/flows/standard/basic-code-first/flow.dag.yaml b/examples/flows/standard/basic-code-first/flow.dag.yaml index dbb43c3bb3f..1de25cb37c4 100644 --- a/examples/flows/standard/basic-code-first/flow.dag.yaml +++ b/examples/flows/standard/basic-code-first/flow.dag.yaml @@ -1,3 +1,2 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json -path: flow.py -entry: flow_entry +entry: flow:flow_entry diff --git a/examples/flows/standard/basic-code-first/flow.py b/examples/flows/standard/basic-code-first/flow.py index c934a4a4128..71c3b3102f5 100644 --- a/examples/flows/standard/basic-code-first/flow.py +++ b/examples/flows/standard/basic-code-first/flow.py @@ -28,5 +28,8 @@ def flow_entry(text: str = "Hello World!") -> str: if __name__ == "__main__": + from promptflow._trace._start_trace import start_trace # TODO move to public API + start_trace() + result = flow_entry("Hello, world!") print(result) diff --git a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb index 42db92c7eea..57be14a9ad7 100644 --- a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb +++ b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb @@ -157,6 +157,13 @@ "start_trace()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Open the url you get in start_trace output, when running below code, you will be able to see new traces in the UI. " + ] + }, { "cell_type": "code", "execution_count": null, From 931f6c007f07e8690ead62f28e3733005e28ce50 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Thu, 1 Feb 2024 15:09:46 +0800 Subject: [PATCH 013/119] snapshot --- .../chat/chat-basic-code-first/flow.dag.yaml | 3 +-- .../flows/chat/chat-basic-code-first/flow.py | 15 +++++++++------ .../flows/standard/basic-code-first/flow.py | 5 +++-- .../standard/basic-code-first/quickstart.ipynb | 17 ++++++++++++----- 4 files changed, 25 insertions(+), 15 deletions(-) diff --git a/examples/flows/chat/chat-basic-code-first/flow.dag.yaml b/examples/flows/chat/chat-basic-code-first/flow.dag.yaml index dbb43c3bb3f..1de25cb37c4 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.dag.yaml +++ b/examples/flows/chat/chat-basic-code-first/flow.dag.yaml @@ -1,3 +1,2 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json -path: flow.py -entry: flow_entry +entry: flow:flow_entry diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py index 8c5d51ee7f1..e5d79a73963 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.py +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -23,7 +23,7 @@ class Result: @trace -def flow_entry(question: str='What is ChatGPT?', chat_history: list = []) -> Result: +def flow_entry(question: str = "What is ChatGPT?", chat_history: list = []) -> Result: """Flow entry function.""" from promptflow._sdk._configuration import Configuration @@ -31,12 +31,11 @@ def flow_entry(question: str='What is ChatGPT?', chat_history: list = []) -> Res config = Configuration.get_instance() # TODO: create your own config.json workspace_config = config._get_workspace_from_config(path="./config.json") - config.set_config( - Configuration.CONNECTION_PROVIDER, - "azureml:" + workspace_config - ) + config.set_config(Configuration.CONNECTION_PROVIDER, "azureml:" + workspace_config) pf = PFClient() - connection = pf.connections.get("open_ai_connection", with_secrets=True) # TODO: add connection to function inputs + connection = pf.connections.get( + "open_ai_connection", with_secrets=True + ) # TODO: add connection to function inputs output = chat( connection=connection, prompt=prompt, @@ -49,5 +48,9 @@ def flow_entry(question: str='What is ChatGPT?', chat_history: list = []) -> Res if __name__ == "__main__": + from promptflow._trace._start_trace import start_trace # TODO move to public API + + start_trace() + result = flow_entry("What's Azure Machine Learning?", []) print(result) diff --git a/examples/flows/standard/basic-code-first/flow.py b/examples/flows/standard/basic-code-first/flow.py index 71c3b3102f5..642f890b5b3 100644 --- a/examples/flows/standard/basic-code-first/flow.py +++ b/examples/flows/standard/basic-code-first/flow.py @@ -28,8 +28,9 @@ def flow_entry(text: str = "Hello World!") -> str: if __name__ == "__main__": - from promptflow._trace._start_trace import start_trace # TODO move to public API + from promptflow._trace._start_trace import start_trace # TODO move to public API + start_trace() - + result = flow_entry("Hello, world!") print(result) diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows/standard/basic-code-first/quickstart.ipynb index ac50956cbcf..bec22b8b682 100644 --- a/examples/flows/standard/basic-code-first/quickstart.ipynb +++ b/examples/flows/standard/basic-code-first/quickstart.ipynb @@ -62,7 +62,7 @@ "outputs": [], "source": [ "# control the AOAI deployment (model) used in this example\n", - "deployment_name=\"text-davinci-003\"" + "deployment_name = \"text-davinci-003\"" ] }, { @@ -72,8 +72,12 @@ "outputs": [], "source": [ "from llm import my_llm_tool\n", + "\n", "# pls configure `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_API_BASE` environment variables first\n", - "result = my_llm_tool(prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\", deployment_name=deployment_name)\n", + "result = my_llm_tool(\n", + " prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\",\n", + " deployment_name=deployment_name,\n", + ")\n", "result" ] }, @@ -93,7 +97,7 @@ "# TODO: when public available, change to from promptflow import start_trace\n", "from promptflow._trace._start_trace import start_trace\n", "\n", - "# start a trace session, and print a url for user to check trace \n", + "# start a trace session, and print a url for user to check trace\n", "start_trace()" ] }, @@ -110,8 +114,11 @@ "metadata": {}, "outputs": [], "source": [ - "# rerun the function, which will \n", - "result = my_llm_tool(prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\", deployment_name=deployment_name)\n", + "# rerun the function, which will\n", + "result = my_llm_tool(\n", + " prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\",\n", + " deployment_name=deployment_name,\n", + ")\n", "result" ] }, From bb8969f82710b4ca65385e64ffc38be67777e4cf Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Thu, 1 Feb 2024 15:20:48 +0800 Subject: [PATCH 014/119] update --- examples/flows/standard/basic-code-first/hello.jinja2 | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/flows/standard/basic-code-first/hello.jinja2 b/examples/flows/standard/basic-code-first/hello.jinja2 index df86ef4f5e7..a03ea6a9827 100644 --- a/examples/flows/standard/basic-code-first/hello.jinja2 +++ b/examples/flows/standard/basic-code-first/hello.jinja2 @@ -1,2 +1,2 @@ {# Please replace the template with your own prompt. #} -Write a simple {{text}} program that displays the greeting message when executed. \ No newline at end of file +Write a simple {{text}} program. \ No newline at end of file From 5cf176ac2d2856e53a2155ce09a85077cd1e66fd Mon Sep 17 00:00:00 2001 From: Han Wang Date: Thu, 1 Feb 2024 15:29:42 +0800 Subject: [PATCH 015/119] update --- examples/flows/chat/chat-basic-code-first/flow.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py index e5d79a73963..90a02dbdb85 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.py +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -30,8 +30,13 @@ def flow_entry(question: str = "What is ChatGPT?", chat_history: list = []) -> R prompt = load_prompt("chat.jinja2", question, chat_history) config = Configuration.get_instance() # TODO: create your own config.json - workspace_config = config._get_workspace_from_config(path="./config.json") - config.set_config(Configuration.CONNECTION_PROVIDER, "azureml:" + workspace_config) + # This could be done automatically in cloud. + try: + connection_config = config._get_workspace_from_config(path="./config.json") + connection_provider = "azureml:" + connection_config + except Exception: + connection_provider = "local" + config.set_config(Configuration.CONNECTION_PROVIDER, connection_provider) pf = PFClient() connection = pf.connections.get( "open_ai_connection", with_secrets=True From f605e8e092d7b70cbb3cb4dc35d8e62e6e531b96 Mon Sep 17 00:00:00 2001 From: Han Wang Date: Thu, 1 Feb 2024 15:46:26 +0800 Subject: [PATCH 016/119] change sample to use env var --- .../chat/chat-basic-code-first/.env.example | 3 ++ .../flows/chat/chat-basic-code-first/flow.py | 33 +++++++++++-------- 2 files changed, 22 insertions(+), 14 deletions(-) create mode 100644 examples/flows/chat/chat-basic-code-first/.env.example diff --git a/examples/flows/chat/chat-basic-code-first/.env.example b/examples/flows/chat/chat-basic-code-first/.env.example new file mode 100644 index 00000000000..8d233a95853 --- /dev/null +++ b/examples/flows/chat/chat-basic-code-first/.env.example @@ -0,0 +1,3 @@ +AZURE_OPENAI_API_KEY= +AZURE_OPENAI_API_BASE= +AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py index 90a02dbdb85..38d3ac50a06 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.py +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -1,8 +1,12 @@ +import os + +from dotenv import load_dotenv from dataclasses import dataclass from jinja2 import Template from pathlib import Path from promptflow import trace, PFClient from promptflow.tools.aoai import chat +from promptflow._sdk.entities import AzureOpenAIConnection BASE_DIR = Path(__file__).absolute().parent @@ -25,22 +29,23 @@ class Result: @trace def flow_entry(question: str = "What is ChatGPT?", chat_history: list = []) -> Result: """Flow entry function.""" - from promptflow._sdk._configuration import Configuration prompt = load_prompt("chat.jinja2", question, chat_history) - config = Configuration.get_instance() - # TODO: create your own config.json - # This could be done automatically in cloud. - try: - connection_config = config._get_workspace_from_config(path="./config.json") - connection_provider = "azureml:" + connection_config - except Exception: - connection_provider = "local" - config.set_config(Configuration.CONNECTION_PROVIDER, connection_provider) - pf = PFClient() - connection = pf.connections.get( - "open_ai_connection", with_secrets=True - ) # TODO: add connection to function inputs + if "AZURE_OPENAI_API_KEY" not in os.environ: + # load environment variables from .env file + load_dotenv() + + if "AZURE_OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") + + connection = AzureOpenAIConnection( + api_key=os.environ["AZURE_OPENAI_API_KEY"], + api_base=os.environ["AZURE_OPENAI_API_BASE"], + api_version=os.environ.get( + "AZURE_OPENAI_API_VERSION", "2023-07-01-preview" + ), + ) + output = chat( connection=connection, prompt=prompt, From c183b9cbef2ae32b0d0e292cef7fc9c8722f271d Mon Sep 17 00:00:00 2001 From: Han Wang Date: Thu, 1 Feb 2024 16:16:55 +0800 Subject: [PATCH 017/119] update precommit --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 274c40df62f..ba21b865dd2 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,7 +1,7 @@ # See https://pre-commit.com for more information # See https://pre-commit.com/hooks.html for more hooks -exclude: '(^docs/)|flows|scripts|src/promptflow/promptflow/azure/_restclient/|src/promptflow/tests/test_configs|src/promptflow-tools' +exclude: '(^docs/)|scripts|src/promptflow/promptflow/azure/_restclient/|src/promptflow/tests/test_configs|src/promptflow-tools' repos: - repo: https://github.com/pre-commit/pre-commit-hooks From fa0cd9f78786524ed7ed353e47fffaadc53f6d17 Mon Sep 17 00:00:00 2001 From: Han Wang Date: Thu, 1 Feb 2024 17:14:21 +0800 Subject: [PATCH 018/119] update private version --- .../chat/chat-basic-code-first/README.md | 97 +++++++++++++++---- .../flows/chat/chat-basic-code-first/flow.py | 18 ++-- .../chat-basic-code-first/requirements.txt | 4 +- .../flows/chat/chat-basic-code-first/run.yml | 10 ++ .../flows/standard/basic-code-first/flow.py | 13 +-- .../flows/standard/basic-code-first/llm.py | 7 +- .../basic-code-first/requirements.txt | 6 +- 7 files changed, 111 insertions(+), 44 deletions(-) create mode 100644 examples/flows/chat/chat-basic-code-first/run.yml diff --git a/examples/flows/chat/chat-basic-code-first/README.md b/examples/flows/chat/chat-basic-code-first/README.md index ab77454f5a2..a592293a2f8 100644 --- a/examples/flows/chat/chat-basic-code-first/README.md +++ b/examples/flows/chat/chat-basic-code-first/README.md @@ -34,37 +34,100 @@ See api_base= --name open_ai_connection -``` +- Setup environment variables + +Ensure you have put your azure open ai endpoint key in [.env](.env) file. You can create one refer to this [example file](.env.example). -Note in [flow.dag.yaml](flow.dag.yaml) we are using connection named `open_ai_connection`. ```bash -# show registered connection -pf connection show --name open_ai_connection +cat .env ``` -### 2 Start chatting +- Test flow/node ```bash # run chat flow with default question in flow.dag.yaml -pf flow test --flow . +pf flow test --flow . # run chat flow with new question pf flow test --flow . --inputs question="What's Azure Machine Learning?" +``` + +- Create run with multiple lines data +```bash +# using environment from .env file (loaded in user code: hello.py) +pf run create --flow . --data ./data.jsonl --column-mapping question='${data.question}' --stream +``` + +You can also skip providing `column-mapping` if provided data has same column name as the flow. +Reference [here](https://aka.ms/pf/column-mapping) for default behavior when `column-mapping` not provided in CLI. + +- List and show run meta +```bash +# list created run +pf run list + +# get a sample run name + +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_code_first")) | .name'| head -n 1 | tr -d '"') +# show specific run detail +pf run show --name $name + +# show output +pf run show-details --name $name + +# visualize run in browser +pf run visualize --name $name +``` + +## Run flow with connection +Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. + +- Show or create `open_ai_connection` +```bash +# create connection from `azure_openai.yml` file +# Override keys with --set to avoid yaml file changes +pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= + +# check if connection exists +pf connection show -n open_ai_connection +``` -# start a interactive chat session in CLI -pf flow test --flow . --interactive +- Test using connection secret specified in environment variables +**Note**: we used `'` to wrap value since it supports raw value without escape in powershell & bash. For windows command prompt, you may remove the `'` to avoid it become part of the value. -# start a interactive chat session in CLI with verbose info -pf flow test --flow . --interactive --verbose +```bash +# test with default input value in flow.dag.yaml +pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' ``` +- Create run using connection secret binding specified in environment variables, see [run.yml](run.yml) +```bash +# create run +pf run create --flow . --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' --column-mapping question='${data.question}' +# create run using yaml file +pf run create --file run.yml --stream + +# show outputs +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_variant_0")) | .name'| head -n 1 | tr -d '"') +pf run show-details --name $name +``` + +## Run flow in cloud with connection +- Assume we already have a connection named `open_ai_connection` in workspace. +```bash +# set default workspace +az account set -s +az configure --defaults group= workspace= +``` + +- Create run +```bash +# run with environment variable reference connection in azureml workspace +pfazure run create --flow . --data ./data.jsonl --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' --column-mapping question='${data.question}' --stream +# run using yaml file +pfazure run create --file run.yml --stream diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py index 38d3ac50a06..42874e2cb24 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.py +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -1,13 +1,13 @@ import os +from dataclasses import dataclass +from pathlib import Path from dotenv import load_dotenv -from dataclasses import dataclass from jinja2 import Template -from pathlib import Path -from promptflow import trace, PFClient -from promptflow.tools.aoai import chat -from promptflow._sdk.entities import AzureOpenAIConnection +from promptflow import trace +from promptflow._sdk.entities import AzureOpenAIConnection +from promptflow.tools.aoai import chat BASE_DIR = Path(__file__).absolute().parent @@ -37,13 +37,11 @@ def flow_entry(question: str = "What is ChatGPT?", chat_history: list = []) -> R if "AZURE_OPENAI_API_KEY" not in os.environ: raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") - + connection = AzureOpenAIConnection( api_key=os.environ["AZURE_OPENAI_API_KEY"], api_base=os.environ["AZURE_OPENAI_API_BASE"], - api_version=os.environ.get( - "AZURE_OPENAI_API_VERSION", "2023-07-01-preview" - ), + api_version=os.environ.get("AZURE_OPENAI_API_VERSION", "2023-07-01-preview"), ) output = chat( @@ -61,6 +59,6 @@ def flow_entry(question: str = "What is ChatGPT?", chat_history: list = []) -> R from promptflow._trace._start_trace import start_trace # TODO move to public API start_trace() - + result = flow_entry("What's Azure Machine Learning?", []) print(result) diff --git a/examples/flows/chat/chat-basic-code-first/requirements.txt b/examples/flows/chat/chat-basic-code-first/requirements.txt index e7f6e5a4f23..633c8dbef78 100644 --- a/examples/flows/chat/chat-basic-code-first/requirements.txt +++ b/examples/flows/chat/chat-basic-code-first/requirements.txt @@ -1,2 +1,2 @@ ---extra-index-url https://azuremlsdktestpypi.azureedge.net/test-promptflow/ -promptflow[azure]==0.0.116642424 \ No newline at end of file +--extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ +promptflow[azure]==0.0.117504987 diff --git a/examples/flows/chat/chat-basic-code-first/run.yml b/examples/flows/chat/chat-basic-code-first/run.yml new file mode 100644 index 00000000000..faa0eb61ca8 --- /dev/null +++ b/examples/flows/chat/chat-basic-code-first/run.yml @@ -0,0 +1,10 @@ +$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Run.schema.json +flow: . +data: data.jsonl +environment_variables: + # environment variables from connection + AZURE_OPENAI_API_KEY: ${open_ai_connection.api_key} + AZURE_OPENAI_API_BASE: ${open_ai_connection.api_base} + AZURE_OPENAI_API_TYPE: azure +column_mapping: + question: ${data.question} diff --git a/examples/flows/standard/basic-code-first/flow.py b/examples/flows/standard/basic-code-first/flow.py index 642f890b5b3..cce59be2802 100644 --- a/examples/flows/standard/basic-code-first/flow.py +++ b/examples/flows/standard/basic-code-first/flow.py @@ -1,9 +1,10 @@ -from jinja2 import Template from pathlib import Path -from promptflow import trace +from jinja2 import Template from llm import my_llm_tool +from promptflow import trace + BASE_DIR = Path(__file__).absolute().parent @@ -11,9 +12,7 @@ def load_prompt(jinja2_template: str, text: str) -> str: """Load prompt function.""" with open(BASE_DIR / jinja2_template, "r", encoding="utf-8") as f: - prompt = Template( - f.read(), trim_blocks=True, keep_trailing_newline=True - ).render(text=text) + prompt = Template(f.read(), trim_blocks=True, keep_trailing_newline=True).render(text=text) return prompt @@ -21,9 +20,7 @@ def load_prompt(jinja2_template: str, text: str) -> str: def flow_entry(text: str = "Hello World!") -> str: """Flow entry function.""" prompt = load_prompt("hello.jinja2", text) - output = my_llm_tool( - prompt=prompt, deployment_name="text-davinci-003", max_tokens=120 - ) + output = my_llm_tool(prompt=prompt, deployment_name="text-davinci-003", max_tokens=120) return output diff --git a/examples/flows/standard/basic-code-first/llm.py b/examples/flows/standard/basic-code-first/llm.py index 603cf571e61..4f826912846 100644 --- a/examples/flows/standard/basic-code-first/llm.py +++ b/examples/flows/standard/basic-code-first/llm.py @@ -1,7 +1,8 @@ import os -from openai.version import VERSION as OPENAI_VERSION from dotenv import load_dotenv +from openai.version import VERSION as OPENAI_VERSION + from promptflow import trace @@ -21,9 +22,7 @@ def get_client(): conn.update( azure_endpoint=os.environ["AZURE_OPENAI_API_BASE"], - api_version=os.environ.get( - "AZURE_OPENAI_API_VERSION", "2023-07-01-preview" - ), + api_version=os.environ.get("AZURE_OPENAI_API_VERSION", "2023-07-01-preview"), ) return Client(**conn) diff --git a/examples/flows/standard/basic-code-first/requirements.txt b/examples/flows/standard/basic-code-first/requirements.txt index dc485920c1c..da9c2df3cdb 100644 --- a/examples/flows/standard/basic-code-first/requirements.txt +++ b/examples/flows/standard/basic-code-first/requirements.txt @@ -1,3 +1,3 @@ ---extra-index-url https://azuremlsdktestpypi.azureedge.net/test-promptflow/ -promptflow[azure]==0.0.116642424 -python-dotenv \ No newline at end of file +--extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ +promptflow[azure]==0.0.117504987 +python-dotenv From 2a18f63612f9a01eb53586db8d9dc0e025b790ba Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 2 Feb 2024 12:09:15 +0800 Subject: [PATCH 019/119] resolve comments --- examples/tutorials/trace/autogen-groupchat/.gitignore | 3 ++- examples/tutorials/trace/autogen-groupchat/README.md | 6 ++++++ .../trace/autogen-groupchat/agentchat_groupchat.ipynb | 5 ++++- examples/tutorials/trace/autogen-groupchat/requirements.txt | 3 ++- 4 files changed, 14 insertions(+), 3 deletions(-) create mode 100644 examples/tutorials/trace/autogen-groupchat/README.md diff --git a/examples/tutorials/trace/autogen-groupchat/.gitignore b/examples/tutorials/trace/autogen-groupchat/.gitignore index eb9d9561817..66c8ac382bd 100644 --- a/examples/tutorials/trace/autogen-groupchat/.gitignore +++ b/examples/tutorials/trace/autogen-groupchat/.gitignore @@ -1 +1,2 @@ -OAI_CONFIG_LIST.json \ No newline at end of file +OAI_CONFIG_LIST.json +groupchat \ No newline at end of file diff --git a/examples/tutorials/trace/autogen-groupchat/README.md b/examples/tutorials/trace/autogen-groupchat/README.md new file mode 100644 index 00000000000..ef405b1909b --- /dev/null +++ b/examples/tutorials/trace/autogen-groupchat/README.md @@ -0,0 +1,6 @@ +# Tracing existing application using promptflow: Auto Generated Agent Group Chat + +AutoGen offers conversable agents powered by LLM, tool or human, which can be used to perform tasks collectively via automated chat. This framework allows tool use and human participation through multi-agent conversation. +Please find documentation about this feature [here](https://microsoft.github.io/autogen/docs/Use-Cases/agent_chat). + +Check out this [notebook](./agentchat_groupchat.ipynb) for example. \ No newline at end of file diff --git a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb index 57be14a9ad7..1d730417a8b 100644 --- a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb +++ b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb @@ -93,6 +93,9 @@ "metadata": {}, "outputs": [], "source": [ + "import os\n", + "os.environ[\"AUTOGEN_USE_DOCKER\"]='False'\n", + "\n", "llm_config = {\"config_list\": config_list, \"cache_seed\": 42}\n", "user_proxy = autogen.UserProxyAgent(\n", " name=\"User_proxy\",\n", @@ -205,7 +208,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.17" }, "orig_nbformat": 4 }, diff --git a/examples/tutorials/trace/autogen-groupchat/requirements.txt b/examples/tutorials/trace/autogen-groupchat/requirements.txt index 2d204781a3a..61335f84893 100644 --- a/examples/tutorials/trace/autogen-groupchat/requirements.txt +++ b/examples/tutorials/trace/autogen-groupchat/requirements.txt @@ -1,2 +1,3 @@ promptflow -pyautogen>=0.2.9 \ No newline at end of file +pyautogen>=0.2.9 +pydantic>=2.6.0 \ No newline at end of file From 8721fbf4fb964e3ab07a3a6270d761ee4debc094 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Sun, 4 Feb 2024 12:33:40 +0800 Subject: [PATCH 020/119] fix cspell --- .cspell.json | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.cspell.json b/.cspell.json index 0355ac1c659..5c33d9cc4aa 100644 --- a/.cspell.json +++ b/.cspell.json @@ -168,7 +168,8 @@ "XCLASS", "otel", "OTLP", - "spawnv" + "spawnv", + "arxiv" ], "flagWords": [ "Prompt Flow" From a29a27669dc5bed6a9633807086f27821a8d090c Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Sun, 4 Feb 2024 13:01:06 +0800 Subject: [PATCH 021/119] fix cspell --- .cspell.json | 3 ++- examples/flows/standard/basic-code-first/quickstart.ipynb | 4 ++-- .../trace/autogen-groupchat/agentchat_groupchat.ipynb | 5 +++-- 3 files changed, 7 insertions(+), 5 deletions(-) diff --git a/.cspell.json b/.cspell.json index 5c33d9cc4aa..c5607d52568 100644 --- a/.cspell.json +++ b/.cspell.json @@ -169,7 +169,8 @@ "otel", "OTLP", "spawnv", - "arxiv" + "arxiv", + "autogen" ], "flagWords": [ "Prompt Flow" diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows/standard/basic-code-first/quickstart.ipynb index bec22b8b682..79e3228c4b0 100644 --- a/examples/flows/standard/basic-code-first/quickstart.ipynb +++ b/examples/flows/standard/basic-code-first/quickstart.ipynb @@ -168,7 +168,7 @@ "source": [ "# eval function: TODO\n", "# from eval_flow import eval\n", - "# eval(answer= result[\"anser\"], ground_truth='abc')" + "# eval(answer= result[\"answer\"], ground_truth='abc')" ] }, { @@ -322,7 +322,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.17" }, "resources": "examples/requirements.txt, examples/flows/standard/web-classification, examples/flows/evaluation/eval-classification-accuracy" }, diff --git a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb index 1d730417a8b..bed388770a3 100644 --- a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb +++ b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb @@ -193,8 +193,9 @@ } ], "metadata": { + "description": "Tracing LLM calls in existing application: autogen group chat", "kernelspec": { - "display_name": "flaml", + "display_name": "prompt_flow", "language": "python", "name": "python3" }, @@ -208,7 +209,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.17" + "version": "3.9.16" }, "orig_nbformat": 4 }, From c8d225d4e9abb9e31f6356615d5d4dd6bfc5661b Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Sun, 4 Feb 2024 16:54:22 +0800 Subject: [PATCH 022/119] add langchain example --- .../tutorials/trace/langchain/.env.example | 3 + .../trace/langchain/requirements.txt | 4 + .../trace/langchain/trace_langchain.ipynb | 168 ++++++++++++++++++ 3 files changed, 175 insertions(+) create mode 100644 examples/tutorials/trace/langchain/.env.example create mode 100644 examples/tutorials/trace/langchain/requirements.txt create mode 100644 examples/tutorials/trace/langchain/trace_langchain.ipynb diff --git a/examples/tutorials/trace/langchain/.env.example b/examples/tutorials/trace/langchain/.env.example new file mode 100644 index 00000000000..cf15e19df8d --- /dev/null +++ b/examples/tutorials/trace/langchain/.env.example @@ -0,0 +1,3 @@ +CHAT_DEPLOYMENT_NAME=gpt-35-turbo +AZURE_OPENAI_API_KEY= +AZURE_OPENAI_API_BASE= diff --git a/examples/tutorials/trace/langchain/requirements.txt b/examples/tutorials/trace/langchain/requirements.txt new file mode 100644 index 00000000000..fab24c4abd6 --- /dev/null +++ b/examples/tutorials/trace/langchain/requirements.txt @@ -0,0 +1,4 @@ +promptflow +langchain>=0.1.5 +opentelemetry-instrumentation-langchain +python-dotenv \ No newline at end of file diff --git a/examples/tutorials/trace/langchain/trace_langchain.ipynb b/examples/tutorials/trace/langchain/trace_langchain.ipynb new file mode 100644 index 00000000000..89011520fb1 --- /dev/null +++ b/examples/tutorials/trace/langchain/trace_langchain.ipynb @@ -0,0 +1,168 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Tracing LangChain apps using Prompt flow & OpenTelemery\n", + "\n", + "The tracing capability provided by Prompt flow is built on top of [OpenTelemetry](https://opentelemetry.io/) that gives you complete observability over your LLM applications. \n", + "And there is already a rich set of OpenTelemetry [instrumentation packages](https://opentelemetry.io/ecosystem/registry/?language=python&component=instrumentation) available in OpenTelemetry Eco System. \n", + "\n", + "In this example we will demo how to use [opentelemetry-instrumentation-langchain](https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-langchain) package provided by [Traceloop](https://www.traceloop.com/) to instrument [LangChain](https://python.langchain.com/docs/get_started/quickstart) apps.\n", + "\n", + "\n", + "**Learning Objectives** - Upon completing this tutorial, you should be able to:\n", + "\n", + "- Trace `LangChain` applications and visualize the trace of your application in prompt flow.\n", + "\n", + "## Requirements\n", + "\n", + "To run this notebook example, please install required dependencies:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%capture --no-stderr\n", + "%pip install -r ./requirements.txt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Start tracing LangChain using promptflow\n", + "\n", + "By default, `opentelemetry-instrumentation-langchain` instrumentation logs prompts, completions, and embeddings to span attributes. This gives you a clear visibility into how your LLM application is working, and can make it easy to debug and evaluate the quality of the outputs." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# enable langchain instrumentation\n", + "from opentelemetry.instrumentation.langchain import LangchainInstrumentor\n", + "\n", + "instrumentor = LangchainInstrumentor()\n", + "if not instrumentor.is_instrumented_by_opentelemetry:\n", + " instrumentor.instrument()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Start trace using `promptflow.start_trace`." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# TODO: when public available, change to from promptflow import start_trace\n", + "from promptflow._trace._start_trace import start_trace\n", + "\n", + "# start a trace session, and print a url for user to check trace\n", + "start_trace()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run a simple Lang Chain\n", + "\n", + "Below is an example targeting an AzureOpenAI resource. Please configure you `API_KEY` using an [.env](.env) file, see [.env.example](.env.example)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "\n", + "from langchain.chat_models import AzureChatOpenAI\n", + "from langchain.prompts.chat import ChatPromptTemplate\n", + "from dotenv import load_dotenv\n", + "\n", + "if \"AZURE_OPENAI_API_KEY\" not in os.environ:\n", + " # load environment variables from .env file\n", + " load_dotenv()\n", + "\n", + "llm = AzureChatOpenAI(\n", + " deployment_name=os.environ[\"CHAT_DEPLOYMENT_NAME\"],\n", + " openai_api_key=os.environ[\"AZURE_OPENAI_API_KEY\"],\n", + " openai_api_base=os.environ[\"AZURE_OPENAI_API_BASE\"],\n", + " openai_api_type=\"azure\",\n", + " openai_api_version=\"2023-07-01-preview\",\n", + " temperature=0,\n", + ")\n", + "\n", + "prompt = ChatPromptTemplate.from_messages(\n", + " [\n", + " (\"system\", \"You are world class technical documentation writer.\"),\n", + " (\"user\", \"{input}\"),\n", + " ]\n", + ")\n", + "\n", + "chain = prompt | llm\n", + "\n", + "chain.invoke({\"input\": \"What is ChatGPT?\"})" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You should be able to see traces in promptflow UI now." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Next Steps\n", + "\n", + "By now you've successfully tracing LLM calls in your app using prompt flow.\n", + "\n", + "You can check out more examples:\n", + "- [Trace your flow](../../../flows/standard/basic-code-first/quickstart.ipynb): using promptflow @trace to structurally tracing your app and do evaluation on it with batch run." + ] + } + ], + "metadata": { + "description": "Tracing LLM calls in existing application: autogen group chat", + "kernelspec": { + "display_name": "prompt_flow", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.16" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 39e5844cb1f1eb194d14745e97ca6247989a739d Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Sun, 4 Feb 2024 17:35:01 +0800 Subject: [PATCH 023/119] update langchain example --- .../trace/langchain/trace_langchain.ipynb | 41 +++++++++++-------- 1 file changed, 25 insertions(+), 16 deletions(-) diff --git a/examples/tutorials/trace/langchain/trace_langchain.ipynb b/examples/tutorials/trace/langchain/trace_langchain.ipynb index 89011520fb1..a6b42e20d86 100644 --- a/examples/tutorials/trace/langchain/trace_langchain.ipynb +++ b/examples/tutorials/trace/langchain/trace_langchain.ipynb @@ -38,7 +38,7 @@ "source": [ "## Start tracing LangChain using promptflow\n", "\n", - "By default, `opentelemetry-instrumentation-langchain` instrumentation logs prompts, completions, and embeddings to span attributes. This gives you a clear visibility into how your LLM application is working, and can make it easy to debug and evaluate the quality of the outputs." + "Start trace using `promptflow.start_trace`, click the printed url to view the trace ui." ] }, { @@ -47,19 +47,18 @@ "metadata": {}, "outputs": [], "source": [ - "# enable langchain instrumentation\n", - "from opentelemetry.instrumentation.langchain import LangchainInstrumentor\n", + "# TODO: when public available, change to from promptflow import start_trace\n", + "from promptflow._trace._start_trace import start_trace\n", "\n", - "instrumentor = LangchainInstrumentor()\n", - "if not instrumentor.is_instrumented_by_opentelemetry:\n", - " instrumentor.instrument()" + "# start a trace session, and print a url for user to check trace\n", + "start_trace()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Start trace using `promptflow.start_trace`." + "By default, `opentelemetry-instrumentation-langchain` instrumentation logs prompts, completions, and embeddings to span attributes. This gives you a clear visibility into how your LLM application is working, and can make it easy to debug and evaluate the quality of the outputs." ] }, { @@ -68,11 +67,12 @@ "metadata": {}, "outputs": [], "source": [ - "# TODO: when public available, change to from promptflow import start_trace\n", - "from promptflow._trace._start_trace import start_trace\n", + "# enable langchain instrumentation\n", + "from opentelemetry.instrumentation.langchain import LangchainInstrumentor\n", "\n", - "# start a trace session, and print a url for user to check trace\n", - "start_trace()" + "instrumentor = LangchainInstrumentor()\n", + "if not instrumentor.is_instrumented_by_opentelemetry:\n", + " instrumentor.instrument()" ] }, { @@ -89,12 +89,22 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:opentelemetry.exporter.otlp.proto.http.trace_exporter:Transient error INTERNAL SERVER ERROR encountered while exporting span batch, retrying in 16s.\n", + "WARNING:opentelemetry.exporter.otlp.proto.http.trace_exporter:Transient error INTERNAL SERVER ERROR encountered while exporting span batch, retrying in 32s.\n" + ] + } + ], "source": [ "import os\n", "\n", "from langchain.chat_models import AzureChatOpenAI\n", "from langchain.prompts.chat import ChatPromptTemplate\n", + "from langchain.chains import LLMChain\n", "from dotenv import load_dotenv\n", "\n", "if \"AZURE_OPENAI_API_KEY\" not in os.environ:\n", @@ -117,16 +127,15 @@ " ]\n", ")\n", "\n", - "chain = prompt | llm\n", - "\n", - "chain.invoke({\"input\": \"What is ChatGPT?\"})" + "chain = LLMChain(llm=llm, prompt=prompt, output_key='metrics')\n", + "chain({\"input\": \"What is ChatGPT?\"})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "You should be able to see traces in promptflow UI now." + "You should be able to see traces of the chain in promptflow UI now." ] }, { From d8d5979cb1a1efa9cfb6ed85ec498ef126b1e4bb Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 7 Feb 2024 14:20:01 +0800 Subject: [PATCH 024/119] add new eval flow example --- .../evaluation/eval-code-quality/.env.example | 3 + .../evaluation/eval-code-quality/README.md | 30 ++++++++ .../eval-code-quality/flow.dag.yaml | 3 + .../evaluation/eval-code-quality/flow.py | 77 +++++++++++++++++++ .../evaluation/eval-code-quality/prompt.md | 20 +++++ .../eval-code-quality/requirement.txt | 2 + 6 files changed, 135 insertions(+) create mode 100644 examples/flows/evaluation/eval-code-quality/.env.example create mode 100644 examples/flows/evaluation/eval-code-quality/README.md create mode 100644 examples/flows/evaluation/eval-code-quality/flow.dag.yaml create mode 100644 examples/flows/evaluation/eval-code-quality/flow.py create mode 100644 examples/flows/evaluation/eval-code-quality/prompt.md create mode 100644 examples/flows/evaluation/eval-code-quality/requirement.txt diff --git a/examples/flows/evaluation/eval-code-quality/.env.example b/examples/flows/evaluation/eval-code-quality/.env.example new file mode 100644 index 00000000000..8d233a95853 --- /dev/null +++ b/examples/flows/evaluation/eval-code-quality/.env.example @@ -0,0 +1,3 @@ +AZURE_OPENAI_API_KEY= +AZURE_OPENAI_API_BASE= +AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows/evaluation/eval-code-quality/README.md b/examples/flows/evaluation/eval-code-quality/README.md new file mode 100644 index 00000000000..20f50582100 --- /dev/null +++ b/examples/flows/evaluation/eval-code-quality/README.md @@ -0,0 +1,30 @@ +# Eval Code Quality +A example flow shows how to evaluate the quality of code snippet. + +## Prerequisites + +Install promptflow sdk and other dependencies: +```bash +pip install -r requirements.txt +``` + +## Run flow + +- Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. + +- Setup environment variables + +Ensure you have put your azure open ai endpoint key in [.env](.env) file. You can create one refer to this [example file](.env.example). + +```bash +cat .env +``` + +- Test flow/node +```bash +# correct +pf flow test --flow . --inputs code='print(\"Hello, world!\")' + +# incorrect +pf flow test --flow . --inputs code='print("Hello, world!")' +``` \ No newline at end of file diff --git a/examples/flows/evaluation/eval-code-quality/flow.dag.yaml b/examples/flows/evaluation/eval-code-quality/flow.dag.yaml new file mode 100644 index 00000000000..0906127cffb --- /dev/null +++ b/examples/flows/evaluation/eval-code-quality/flow.dag.yaml @@ -0,0 +1,3 @@ +$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json +# flow is defined as python function +entry: flow:eval_code diff --git a/examples/flows/evaluation/eval-code-quality/flow.py b/examples/flows/evaluation/eval-code-quality/flow.py new file mode 100644 index 00000000000..2c79fc906ea --- /dev/null +++ b/examples/flows/evaluation/eval-code-quality/flow.py @@ -0,0 +1,77 @@ +import json +import os +from dataclasses import dataclass +from pathlib import Path + +from dotenv import load_dotenv +from jinja2 import Template + +from promptflow import trace +from promptflow._sdk.entities import AzureOpenAIConnection +from promptflow.tools.aoai import chat + +BASE_DIR = Path(__file__).absolute().parent + + +@trace +def load_prompt(jinja2_template: str, code: str, examples: list) -> str: + """Load prompt function.""" + with open(BASE_DIR / jinja2_template, "r", encoding="utf-8") as f: + tmpl = Template(f.read(), trim_blocks=True, keep_trailing_newline=True) + prompt = tmpl.render(code=code, examples=examples) + return prompt + + +@dataclass +class Result: + correctness: float + readability: float + explanation: str + + +@trace +def eval_code(code: str) -> Result: + """Evaluate the code based on correctness, readability, and adherence to best practices.""" + examples = [ + { + "code": 'print("Hello, world!")', + "correctness": 5, + "readability": 5, + "explanation": "The code is correct as it is a simple question and answer format. " + "The readability is also good as the code is short and easy to understand.", + } + ] + + prompt = load_prompt("prompt.md", code, examples) + + if "AZURE_OPENAI_API_KEY" not in os.environ: + # load environment variables from .env file + load_dotenv() + + if "AZURE_OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") + + connection = AzureOpenAIConnection( + api_key=os.environ["AZURE_OPENAI_API_KEY"], + api_base=os.environ["AZURE_OPENAI_API_BASE"], + api_version=os.environ.get("AZURE_OPENAI_API_VERSION", "2023-07-01-preview"), + ) + + output = chat( + connection=connection, + prompt=prompt, + deployment_name="gpt-35-turbo", + max_tokens=256, + temperature=0.7, + ) + output = Result(**json.loads(output)) + return output + + +if __name__ == "__main__": + from promptflow._trace._start_trace import start_trace # TODO move to public API + + start_trace() + + result = eval_code('print("Hello, world!")') + print(result) diff --git a/examples/flows/evaluation/eval-code-quality/prompt.md b/examples/flows/evaluation/eval-code-quality/prompt.md new file mode 100644 index 00000000000..fc922404ac0 --- /dev/null +++ b/examples/flows/evaluation/eval-code-quality/prompt.md @@ -0,0 +1,20 @@ + +# system: +You are an AI assistant. +You task is to evaluate the code based on correctness, readability. + + +# user: +This correctness value should always be an integer between 1 and 5. So the correctness produced should be 1 or 2 or 3 or 4 or 5. +This readability value should always be an integer between 1 and 5. So the correctness produced should be 1 or 2 or 3 or 4 or 5. + +Here are a few examples: +{% for ex in examples %} +Code: {{ex.code}} +OUTPUT: +{"correctness": "{{ex.correctness}}", "readability": "{{ex.readability}}", "explanation":"{{ex.explanation}}"} +{% endfor %} + +For a given code, valuate the code based on correctness, readability: +Code: {{code}} +OUTPUT: \ No newline at end of file diff --git a/examples/flows/evaluation/eval-code-quality/requirement.txt b/examples/flows/evaluation/eval-code-quality/requirement.txt new file mode 100644 index 00000000000..34d068f5f1c --- /dev/null +++ b/examples/flows/evaluation/eval-code-quality/requirement.txt @@ -0,0 +1,2 @@ +promptflow +promptflow-tools \ No newline at end of file From 5e9ba1dc5d07c453aa772d3f1b1abbdf0a166355 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 7 Feb 2024 14:39:07 +0800 Subject: [PATCH 025/119] update quickstart.ipynb --- .../{flow.py => code_quality.py} | 0 .../eval-code-quality/flow.dag.yaml | 2 +- .../flows/standard/basic-code-first/paths.py | 6 +++ .../basic-code-first/quickstart.ipynb | 49 ++++++++++--------- 4 files changed, 32 insertions(+), 25 deletions(-) rename examples/flows/evaluation/eval-code-quality/{flow.py => code_quality.py} (100%) create mode 100644 examples/flows/standard/basic-code-first/paths.py diff --git a/examples/flows/evaluation/eval-code-quality/flow.py b/examples/flows/evaluation/eval-code-quality/code_quality.py similarity index 100% rename from examples/flows/evaluation/eval-code-quality/flow.py rename to examples/flows/evaluation/eval-code-quality/code_quality.py diff --git a/examples/flows/evaluation/eval-code-quality/flow.dag.yaml b/examples/flows/evaluation/eval-code-quality/flow.dag.yaml index 0906127cffb..8e6c072929a 100644 --- a/examples/flows/evaluation/eval-code-quality/flow.dag.yaml +++ b/examples/flows/evaluation/eval-code-quality/flow.dag.yaml @@ -1,3 +1,3 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json # flow is defined as python function -entry: flow:eval_code +entry: code_quality:eval_code diff --git a/examples/flows/standard/basic-code-first/paths.py b/examples/flows/standard/basic-code-first/paths.py new file mode 100644 index 00000000000..aa7a1434c3d --- /dev/null +++ b/examples/flows/standard/basic-code-first/paths.py @@ -0,0 +1,6 @@ +import sys +import pathlib + +# Add the path to the evaluation code quality module +code_path = str(pathlib.Path(__file__).parent / '../../evaluation/eval-code-quality') +sys.path.insert(0, code_path) diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows/standard/basic-code-first/quickstart.ipynb index 79e3228c4b0..8fd7d96ca47 100644 --- a/examples/flows/standard/basic-code-first/quickstart.ipynb +++ b/examples/flows/standard/basic-code-first/quickstart.ipynb @@ -114,7 +114,7 @@ "metadata": {}, "outputs": [], "source": [ - "# rerun the function, which will\n", + "# rerun the function, which will be recorded in the trace\n", "result = my_llm_tool(\n", " prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\",\n", " deployment_name=deployment_name,\n", @@ -166,9 +166,13 @@ "metadata": {}, "outputs": [], "source": [ - "# eval function: TODO\n", - "# from eval_flow import eval\n", - "# eval(answer= result[\"answer\"], ground_truth='abc')" + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import paths # add the code_quality module to the path\n", + "from code_quality import eval_code\n", + "eval_result = eval_code(result)\n", + "eval_result" ] }, { @@ -177,7 +181,7 @@ "source": [ "## 2. Batch run the function as flow with multi-line data\n", "\n", - "Create a [flow.dag.yaml](flow.dag.yaml) file to define a flow which entry pointing to a python function.\n" + "Create a [flow.dag.yaml](flow.dag.yaml) file to define a flow which entry pointing to the python function we defined.\n" ] }, { @@ -246,20 +250,17 @@ "metadata": {}, "outputs": [], "source": [ - "# TODO using asserts\n", - "\n", - "# eval_flow = \"./eval_flow.dag.yaml\"\n", + "eval_flow = \"../../evaluation/eval-code-quality/flow.dag.yaml\"\n", "\n", - "# eval_run = pf.run(\n", - "# flow=eval_flow,\n", - "# data=\"./data.jsonl\", # path to the data file\n", - "# run=base_run, # specify base_run as the run you want to evaluate\n", - "# column_mapping={\n", - "# \"groundtruth\": \"${data.answer}\",\n", - "# \"prediction\": \"${run.outputs.category}\",\n", - "# }, # map the url field from the data to the url input of the flow\n", - "# stream=True,\n", - "# )" + "eval_run = pf.run(\n", + " flow=eval_flow,\n", + " data=\"./data.jsonl\", # path to the data file\n", + " run=base_run, # specify base_run as the run you want to evaluate\n", + " column_mapping={\n", + " \"code\": \"${run.outputs.output}\",\n", + " }, # map the url field from the data to the url input of the flow\n", + " stream=True,\n", + ")" ] }, { @@ -268,8 +269,8 @@ "metadata": {}, "outputs": [], "source": [ - "# details = pf.get_details(eval_run)\n", - "# details.head(10)" + "details = pf.get_details(eval_run)\n", + "details.head(10)" ] }, { @@ -278,9 +279,9 @@ "metadata": {}, "outputs": [], "source": [ - "# import json\n", - "# metrics = pf.get_metrics(eval_run)\n", - "# print(json.dumps(metrics, indent=4))" + "import json\n", + "metrics = pf.get_metrics(eval_run)\n", + "print(json.dumps(metrics, indent=4))" ] }, { @@ -289,7 +290,7 @@ "metadata": {}, "outputs": [], "source": [ - "# pf.visualize([base_run, eval_run])" + "pf.visualize([base_run, eval_run])" ] }, { From 14da12a1ffee87e72ea7b90521d0bf6c0b1fcecd Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 7 Feb 2024 14:49:18 +0800 Subject: [PATCH 026/119] update --- .../basic-code-first/quickstart.ipynb | 22 +++++++++++++++---- 1 file changed, 18 insertions(+), 4 deletions(-) diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows/standard/basic-code-first/quickstart.ipynb index 8fd7d96ca47..a7884ec975a 100644 --- a/examples/flows/standard/basic-code-first/quickstart.ipynb +++ b/examples/flows/standard/basic-code-first/quickstart.ipynb @@ -209,13 +209,27 @@ "outputs": [], "source": [ "from promptflow import PFClient\n", - "\n", + "pf = PFClient()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ "flow = \".\" # path to the flow directory\n", "data = \"./data.jsonl\" # path to the data file\n", "\n", "# create run with the flow and data\n", - "pf = PFClient()\n", - "base_run = pf.run(flow=flow, data=data, stream=True)" + "base_run = pf.run(\n", + " flow=flow, \n", + " data=data, \n", + " column_mapping={\n", + " \"text\": \"${data.text}\",\n", + " },\n", + " stream=True,\n", + ")" ] }, { @@ -258,7 +272,7 @@ " run=base_run, # specify base_run as the run you want to evaluate\n", " column_mapping={\n", " \"code\": \"${run.outputs.output}\",\n", - " }, # map the url field from the data to the url input of the flow\n", + " },\n", " stream=True,\n", ")" ] From 556e59dc9e3c36eb1cd1525bf497b7c2ce8c3e47 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 7 Feb 2024 15:21:36 +0800 Subject: [PATCH 027/119] fix comment --- examples/flows/standard/basic-code-first/llm.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/flows/standard/basic-code-first/llm.py b/examples/flows/standard/basic-code-first/llm.py index 4f826912846..c15b0b99c63 100644 --- a/examples/flows/standard/basic-code-first/llm.py +++ b/examples/flows/standard/basic-code-first/llm.py @@ -81,7 +81,7 @@ def my_llm_tool( if __name__ == "__main__": result = my_llm_tool( - prompt="Write a simple Hello, world! program that displays the greeting message when executed.", + prompt="Write a simple Hello, world! program that displays the greeting message.", deployment_name="text-davinci-003", ) print(result) From b52f392f14f71ba7b99f16fea2337db972415a79 Mon Sep 17 00:00:00 2001 From: Brynn Yin Date: Wed, 7 Feb 2024 16:12:43 +0800 Subject: [PATCH 028/119] User class init for eval Signed-off-by: Brynn Yin --- examples/flows/evaluation/eval-code-quality/code_quality.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/examples/flows/evaluation/eval-code-quality/code_quality.py b/examples/flows/evaluation/eval-code-quality/code_quality.py index 2c79fc906ea..acbaae005eb 100644 --- a/examples/flows/evaluation/eval-code-quality/code_quality.py +++ b/examples/flows/evaluation/eval-code-quality/code_quality.py @@ -8,7 +8,7 @@ from promptflow import trace from promptflow._sdk.entities import AzureOpenAIConnection -from promptflow.tools.aoai import chat +from promptflow.tools.aoai import AzureOpenAI BASE_DIR = Path(__file__).absolute().parent @@ -57,8 +57,7 @@ def eval_code(code: str) -> Result: api_version=os.environ.get("AZURE_OPENAI_API_VERSION", "2023-07-01-preview"), ) - output = chat( - connection=connection, + output = AzureOpenAI(connection).chat( prompt=prompt, deployment_name="gpt-35-turbo", max_tokens=256, From 8ea01f27979f874ff5fce4c98062c4476f7e6560 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 7 Feb 2024 17:00:07 +0800 Subject: [PATCH 029/119] add eval flow for basic chat --- .../chat/chat-basic-code-first/README.md | 2 + .../chat/chat-basic-code-first/data.jsonl | 4 +- .../evaluation/eval-checklist/.env.example | 3 + .../flows/evaluation/eval-checklist/README.md | 27 +++++ .../evaluation/eval-checklist/check_list.py | 98 +++++++++++++++++++ .../evaluation/eval-checklist/flow.dag.yaml | 3 + .../flows/evaluation/eval-checklist/prompt.md | 21 ++++ .../evaluation/eval-checklist/requirement.txt | 2 + .../evaluation/eval-code-quality/README.md | 2 +- 9 files changed, 159 insertions(+), 3 deletions(-) create mode 100644 examples/flows/evaluation/eval-checklist/.env.example create mode 100644 examples/flows/evaluation/eval-checklist/README.md create mode 100644 examples/flows/evaluation/eval-checklist/check_list.py create mode 100644 examples/flows/evaluation/eval-checklist/flow.dag.yaml create mode 100644 examples/flows/evaluation/eval-checklist/prompt.md create mode 100644 examples/flows/evaluation/eval-checklist/requirement.txt diff --git a/examples/flows/chat/chat-basic-code-first/README.md b/examples/flows/chat/chat-basic-code-first/README.md index a592293a2f8..cfa56920074 100644 --- a/examples/flows/chat/chat-basic-code-first/README.md +++ b/examples/flows/chat/chat-basic-code-first/README.md @@ -55,6 +55,8 @@ pf flow test --flow . # run chat flow with new question pf flow test --flow . --inputs question="What's Azure Machine Learning?" + +pf flow test --flow . --inputs question="What is ChatGPT? Please explain with consise statement." ``` - Create run with multiple lines data diff --git a/examples/flows/chat/chat-basic-code-first/data.jsonl b/examples/flows/chat/chat-basic-code-first/data.jsonl index 9409a94d303..34b2fb42025 100644 --- a/examples/flows/chat/chat-basic-code-first/data.jsonl +++ b/examples/flows/chat/chat-basic-code-first/data.jsonl @@ -1,2 +1,2 @@ -{"question": "What is Prompt flow?"} -{"question": "What is ChatGPT?"} \ No newline at end of file +{"question": "What is Prompt flow?", "statements": {"correctness": "should explain what's 'Prompt flow'"}} +{"question": "What is ChatGPT? Please explain with consise statement", "statements": { "correctness": "should explain what's ChatGPT", "consise": "It is a consise statement."}} \ No newline at end of file diff --git a/examples/flows/evaluation/eval-checklist/.env.example b/examples/flows/evaluation/eval-checklist/.env.example new file mode 100644 index 00000000000..8d233a95853 --- /dev/null +++ b/examples/flows/evaluation/eval-checklist/.env.example @@ -0,0 +1,3 @@ +AZURE_OPENAI_API_KEY= +AZURE_OPENAI_API_BASE= +AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows/evaluation/eval-checklist/README.md b/examples/flows/evaluation/eval-checklist/README.md new file mode 100644 index 00000000000..5fbc692e74f --- /dev/null +++ b/examples/flows/evaluation/eval-checklist/README.md @@ -0,0 +1,27 @@ +# Eval Check List +A example flow shows how to evaluate the answer pass user specified check list. + +## Prerequisites + +Install promptflow sdk and other dependencies: +```bash +pip install -r requirements.txt +``` + +## Run flow + +- Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. + +- Setup environment variables + +Ensure you have put your azure open ai endpoint key in [.env](.env) file. You can create one refer to this [example file](.env.example). + +```bash +cat .env +``` + +- Test flow +```bash +pf flow test --flow . --inputs answer='ChatGPT is a conversational AI model developed by OpenAI. It is based on the GPT-3 architecture and is designed to generate human-like responses to text inputs. ChatGPT is capable of understanding and responding to a wide range of topics and can be used for tasks such as answering questions, generating creative content, and providing assistance with various tasks. The model has been trained on a diverse range of internet text and is constantly being updated to improve its performance and capabilities. ChatGPT is available through the OpenAI API and can be accessed by developers and researchers to build applications and tools that leverage its capabilities.' statements='{\"correctness\":\"It contains a detailed explanation of ChatGPT.\"}' + +``` \ No newline at end of file diff --git a/examples/flows/evaluation/eval-checklist/check_list.py b/examples/flows/evaluation/eval-checklist/check_list.py new file mode 100644 index 00000000000..4c83adda74d --- /dev/null +++ b/examples/flows/evaluation/eval-checklist/check_list.py @@ -0,0 +1,98 @@ +import json +import os +from pathlib import Path + +from dotenv import load_dotenv +from jinja2 import Template + +from promptflow import trace +from promptflow._sdk.entities import AzureOpenAIConnection +from promptflow.tools.aoai import chat + +BASE_DIR = Path(__file__).absolute().parent + + +@trace +def load_prompt( + jinja2_template: str, answer: str, statement: str, examples: list +) -> str: + """Load prompt function.""" + with open(BASE_DIR / jinja2_template, "r", encoding="utf-8") as f: + tmpl = Template(f.read(), trim_blocks=True, keep_trailing_newline=True) + prompt = tmpl.render(answer=answer, statement=statement, examples=examples) + return prompt + + +@trace +def check_list(answer: str, statements: dict): + """Check the answer applies for a collection of check statement.""" + if isinstance(statements, str): + statements = json.loads(statements) + + results = {} + for key, statement in statements.items(): + r = check(answer=answer, statement=statement) + results[key] = r + return results + + +@trace +def check(answer: str, statement: str): + """Check the answer applies for the check statement.""" + examples = [ + { + "answer": "ChatGPT is a conversational AI model developed by OpenAI.", + "statement": "It contains a brief explanation of ChatGPT.", + "score": 5, + "explanation": "The statement is correct. The answer contains a brief explanation of ChatGPT.", + } + ] + + prompt = load_prompt("prompt.md", answer, statement, examples) + + if "AZURE_OPENAI_API_KEY" not in os.environ: + # load environment variables from .env file + load_dotenv() + + if "AZURE_OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") + + connection = AzureOpenAIConnection( + api_key=os.environ["AZURE_OPENAI_API_KEY"], + api_base=os.environ["AZURE_OPENAI_API_BASE"], + api_version=os.environ.get("AZURE_OPENAI_API_VERSION", "2023-07-01-preview"), + ) + + output = chat( + connection=connection, + prompt=prompt, + deployment_name="gpt-35-turbo", + max_tokens=256, + temperature=0.7, + ) + output = json.loads(output) + return output + + +if __name__ == "__main__": + from promptflow._trace._start_trace import start_trace # TODO move to public API + + start_trace() + + answer = """ChatGPT is a conversational AI model developed by OpenAI. + It is based on the GPT-3 architecture and is designed to generate human-like responses to text inputs. + ChatGPT is capable of understanding and responding to a wide range of topics and can be used for tasks such as + answering questions, generating creative content, and providing assistance with various tasks. + The model has been trained on a diverse range of internet text and is constantly being updated to improve its + performance and capabilities. ChatGPT is available through the OpenAI API and can be accessed by developers and + researchers to build applications and tools that leverage its capabilities.""" + statements = { + "correctness": "It contains a detailed explanation of ChatGPT.", + "consise": "It is a consise statement.", + } + + result = check_list( + answer=answer, + statements=statements, + ) + print(result) diff --git a/examples/flows/evaluation/eval-checklist/flow.dag.yaml b/examples/flows/evaluation/eval-checklist/flow.dag.yaml new file mode 100644 index 00000000000..70b624611f2 --- /dev/null +++ b/examples/flows/evaluation/eval-checklist/flow.dag.yaml @@ -0,0 +1,3 @@ +$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json +# flow is defined as python function +entry: check_list:check_list diff --git a/examples/flows/evaluation/eval-checklist/prompt.md b/examples/flows/evaluation/eval-checklist/prompt.md new file mode 100644 index 00000000000..af7cfd84aed --- /dev/null +++ b/examples/flows/evaluation/eval-checklist/prompt.md @@ -0,0 +1,21 @@ + +# system: +You are an AI assistant. +You task is to evaluate a score based on how the statement applies for the answer. + + +# user: +This score value should always be an integer between 1 and 5. So the score produced should be 1 or 2 or 3 or 4 or 5. + +Here are a few examples: +{% for ex in examples %} +answer: {{ex.answer}} +statement: {{ex.statement}} +OUTPUT: +{"score": "{{ex.score}}", "explanation":"{{ex.explanation}}"} +{% endfor %} + +For a given answer, valuate the answer based on how the statement applies for the answer: +answer: {{answer}} +statement: {{statement}} +OUTPUT: \ No newline at end of file diff --git a/examples/flows/evaluation/eval-checklist/requirement.txt b/examples/flows/evaluation/eval-checklist/requirement.txt new file mode 100644 index 00000000000..34d068f5f1c --- /dev/null +++ b/examples/flows/evaluation/eval-checklist/requirement.txt @@ -0,0 +1,2 @@ +promptflow +promptflow-tools \ No newline at end of file diff --git a/examples/flows/evaluation/eval-code-quality/README.md b/examples/flows/evaluation/eval-code-quality/README.md index 20f50582100..5b34973b156 100644 --- a/examples/flows/evaluation/eval-code-quality/README.md +++ b/examples/flows/evaluation/eval-code-quality/README.md @@ -20,7 +20,7 @@ Ensure you have put your azure open ai endpoint key in [.env](.env) file. You ca cat .env ``` -- Test flow/node +- Test flow ```bash # correct pf flow test --flow . --inputs code='print(\"Hello, world!\")' From cd51a3a62e0820418e2da6d46ef1251a44407d4f Mon Sep 17 00:00:00 2001 From: Han Wang Date: Mon, 19 Feb 2024 16:26:21 +0800 Subject: [PATCH 030/119] update to dataclass --- examples/flows/chat/chat-basic-code-first/flow.py | 3 +-- examples/flows/standard/basic-code-first/flow.py | 10 ++++++++-- 2 files changed, 9 insertions(+), 4 deletions(-) diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py index 42874e2cb24..226bdb6e122 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.py +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -51,8 +51,7 @@ def flow_entry(question: str = "What is ChatGPT?", chat_history: list = []) -> R max_tokens=256, temperature=0.7, ) - # TODO: Result(answer=output) - return dict(answer=output) + return Result(answer=output) if __name__ == "__main__": diff --git a/examples/flows/standard/basic-code-first/flow.py b/examples/flows/standard/basic-code-first/flow.py index cce59be2802..6f1d48df646 100644 --- a/examples/flows/standard/basic-code-first/flow.py +++ b/examples/flows/standard/basic-code-first/flow.py @@ -1,3 +1,4 @@ +from dataclasses import dataclass from pathlib import Path from jinja2 import Template @@ -8,6 +9,11 @@ BASE_DIR = Path(__file__).absolute().parent +@dataclass +class Result: + output: str + + @trace def load_prompt(jinja2_template: str, text: str) -> str: """Load prompt function.""" @@ -17,11 +23,11 @@ def load_prompt(jinja2_template: str, text: str) -> str: @trace -def flow_entry(text: str = "Hello World!") -> str: +def flow_entry(text: str = "Hello World!") -> Result: """Flow entry function.""" prompt = load_prompt("hello.jinja2", text) output = my_llm_tool(prompt=prompt, deployment_name="text-davinci-003", max_tokens=120) - return output + return Result(output=output) if __name__ == "__main__": From 25dc341d9a7fcbffbee39bf95d32d1ec8aa5bd9e Mon Sep 17 00:00:00 2001 From: Han Wang Date: Tue, 20 Feb 2024 12:04:02 +0800 Subject: [PATCH 031/119] update env var --- .../chat/chat-basic-code-first/.env.example | 4 ++-- .../flows/chat/chat-basic-code-first/README.md | 6 +++--- .../flows/chat/chat-basic-code-first/flow.py | 12 ++++++------ .../flows/chat/chat-basic-code-first/run.yml | 4 ++-- .../flows/evaluation/eval-checklist/.env.example | 4 ++-- .../evaluation/eval-checklist/check_list.py | 16 +++++++--------- .../evaluation/eval-code-quality/.env.example | 4 ++-- .../evaluation/eval-code-quality/code_quality.py | 12 ++++++------ .../flows/standard/basic-code-first/.env.example | 4 ++-- .../flows/standard/basic-code-first/README.md | 16 ++++++++-------- examples/flows/standard/basic-code-first/llm.py | 14 +++++++------- .../standard/basic-code-first/quickstart.ipynb | 4 ++-- examples/flows/standard/basic-code-first/run.yml | 4 ++-- examples/tutorials/trace/langchain/.env.example | 4 ++-- .../trace/langchain/trace_langchain.ipynb | 6 +++--- 15 files changed, 56 insertions(+), 58 deletions(-) diff --git a/examples/flows/chat/chat-basic-code-first/.env.example b/examples/flows/chat/chat-basic-code-first/.env.example index 8d233a95853..a7745dcb26d 100644 --- a/examples/flows/chat/chat-basic-code-first/.env.example +++ b/examples/flows/chat/chat-basic-code-first/.env.example @@ -1,3 +1,3 @@ -AZURE_OPENAI_API_KEY= -AZURE_OPENAI_API_BASE= +OPENAI_API_KEY= +AZURE_OPENAI_ENDPOINT= AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows/chat/chat-basic-code-first/README.md b/examples/flows/chat/chat-basic-code-first/README.md index cfa56920074..93b0d8d70ce 100644 --- a/examples/flows/chat/chat-basic-code-first/README.md +++ b/examples/flows/chat/chat-basic-code-first/README.md @@ -104,13 +104,13 @@ pf connection show -n open_ai_connection ```bash # test with default input value in flow.dag.yaml -pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' +pf flow test --flow . --environment-variables OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' ``` - Create run using connection secret binding specified in environment variables, see [run.yml](run.yml) ```bash # create run -pf run create --flow . --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' --column-mapping question='${data.question}' +pf run create --flow . --data ./data.jsonl --stream --environment-variables OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping question='${data.question}' # create run using yaml file pf run create --file run.yml --stream @@ -130,6 +130,6 @@ az configure --defaults group= workspace= R """Flow entry function.""" prompt = load_prompt("chat.jinja2", question, chat_history) - if "AZURE_OPENAI_API_KEY" not in os.environ: + if "OPENAI_API_KEY" not in os.environ: # load environment variables from .env file load_dotenv() - if "AZURE_OPENAI_API_KEY" not in os.environ: - raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") + if "OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: OPENAI_API_KEY") connection = AzureOpenAIConnection( - api_key=os.environ["AZURE_OPENAI_API_KEY"], - api_base=os.environ["AZURE_OPENAI_API_BASE"], - api_version=os.environ.get("AZURE_OPENAI_API_VERSION", "2023-07-01-preview"), + api_key=os.environ["OPENAI_API_KEY"], + api_base=os.environ["AZURE_OPENAI_ENDPOINT"], + api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview"), ) output = chat( diff --git a/examples/flows/chat/chat-basic-code-first/run.yml b/examples/flows/chat/chat-basic-code-first/run.yml index faa0eb61ca8..f72e623108a 100644 --- a/examples/flows/chat/chat-basic-code-first/run.yml +++ b/examples/flows/chat/chat-basic-code-first/run.yml @@ -3,8 +3,8 @@ flow: . data: data.jsonl environment_variables: # environment variables from connection - AZURE_OPENAI_API_KEY: ${open_ai_connection.api_key} - AZURE_OPENAI_API_BASE: ${open_ai_connection.api_base} + OPENAI_API_KEY: ${open_ai_connection.api_key} + AZURE_OPENAI_ENDPOINT: ${open_ai_connection.api_base} AZURE_OPENAI_API_TYPE: azure column_mapping: question: ${data.question} diff --git a/examples/flows/evaluation/eval-checklist/.env.example b/examples/flows/evaluation/eval-checklist/.env.example index 8d233a95853..a7745dcb26d 100644 --- a/examples/flows/evaluation/eval-checklist/.env.example +++ b/examples/flows/evaluation/eval-checklist/.env.example @@ -1,3 +1,3 @@ -AZURE_OPENAI_API_KEY= -AZURE_OPENAI_API_BASE= +OPENAI_API_KEY= +AZURE_OPENAI_ENDPOINT= AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows/evaluation/eval-checklist/check_list.py b/examples/flows/evaluation/eval-checklist/check_list.py index 4c83adda74d..e6e70e2b136 100644 --- a/examples/flows/evaluation/eval-checklist/check_list.py +++ b/examples/flows/evaluation/eval-checklist/check_list.py @@ -13,9 +13,7 @@ @trace -def load_prompt( - jinja2_template: str, answer: str, statement: str, examples: list -) -> str: +def load_prompt(jinja2_template: str, answer: str, statement: str, examples: list) -> str: """Load prompt function.""" with open(BASE_DIR / jinja2_template, "r", encoding="utf-8") as f: tmpl = Template(f.read(), trim_blocks=True, keep_trailing_newline=True) @@ -50,17 +48,17 @@ def check(answer: str, statement: str): prompt = load_prompt("prompt.md", answer, statement, examples) - if "AZURE_OPENAI_API_KEY" not in os.environ: + if "OPENAI_API_KEY" not in os.environ: # load environment variables from .env file load_dotenv() - if "AZURE_OPENAI_API_KEY" not in os.environ: - raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") + if "OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: OPENAI_API_KEY") connection = AzureOpenAIConnection( - api_key=os.environ["AZURE_OPENAI_API_KEY"], - api_base=os.environ["AZURE_OPENAI_API_BASE"], - api_version=os.environ.get("AZURE_OPENAI_API_VERSION", "2023-07-01-preview"), + api_key=os.environ["OPENAI_API_KEY"], + api_base=os.environ["AZURE_OPENAI_ENDPOINT"], + api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview"), ) output = chat( diff --git a/examples/flows/evaluation/eval-code-quality/.env.example b/examples/flows/evaluation/eval-code-quality/.env.example index 8d233a95853..a7745dcb26d 100644 --- a/examples/flows/evaluation/eval-code-quality/.env.example +++ b/examples/flows/evaluation/eval-code-quality/.env.example @@ -1,3 +1,3 @@ -AZURE_OPENAI_API_KEY= -AZURE_OPENAI_API_BASE= +OPENAI_API_KEY= +AZURE_OPENAI_ENDPOINT= AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows/evaluation/eval-code-quality/code_quality.py b/examples/flows/evaluation/eval-code-quality/code_quality.py index acbaae005eb..669eb460d04 100644 --- a/examples/flows/evaluation/eval-code-quality/code_quality.py +++ b/examples/flows/evaluation/eval-code-quality/code_quality.py @@ -44,17 +44,17 @@ def eval_code(code: str) -> Result: prompt = load_prompt("prompt.md", code, examples) - if "AZURE_OPENAI_API_KEY" not in os.environ: + if "OPENAI_API_KEY" not in os.environ: # load environment variables from .env file load_dotenv() - if "AZURE_OPENAI_API_KEY" not in os.environ: - raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") + if "OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: OPENAI_API_KEY") connection = AzureOpenAIConnection( - api_key=os.environ["AZURE_OPENAI_API_KEY"], - api_base=os.environ["AZURE_OPENAI_API_BASE"], - api_version=os.environ.get("AZURE_OPENAI_API_VERSION", "2023-07-01-preview"), + api_key=os.environ["OPENAI_API_KEY"], + api_base=os.environ["AZURE_OPENAI_ENDPOINT"], + api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview"), ) output = AzureOpenAI(connection).chat( diff --git a/examples/flows/standard/basic-code-first/.env.example b/examples/flows/standard/basic-code-first/.env.example index 8d233a95853..a7745dcb26d 100644 --- a/examples/flows/standard/basic-code-first/.env.example +++ b/examples/flows/standard/basic-code-first/.env.example @@ -1,3 +1,3 @@ -AZURE_OPENAI_API_KEY= -AZURE_OPENAI_API_BASE= +OPENAI_API_KEY= +AZURE_OPENAI_ENDPOINT= AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows/standard/basic-code-first/README.md b/examples/flows/standard/basic-code-first/README.md index 48bd800b9ca..3568d5d31a1 100644 --- a/examples/flows/standard/basic-code-first/README.md +++ b/examples/flows/standard/basic-code-first/README.md @@ -1,5 +1,5 @@ # Basic standard flow (code-first) -A basic standard flow using code-first approach calls Azure OpenAI with connection info stored in environment variables. +A basic standard flow using code-first approach calls Azure OpenAI with connection info stored in environment variables. ## Prerequisites @@ -74,14 +74,14 @@ pf connection show -n open_ai_connection **Note**: we used `'` to wrap value since it supports raw value without escape in powershell & bash. For windows command prompt, you may remove the `'` to avoid it become part of the value. ```bash -# test with default input value in flow.dag.yaml -pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' +# test with default input value in flow.dag.yaml +pf flow test --flow . --environment-variables OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' ``` - Create run using connection secret binding specified in environment variables, see [run.yml](run.yml) ```bash # create run -pf run create --flow . --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' --column-mapping text='${data.text}' +pf run create --flow . --data ./data.jsonl --stream --environment-variables OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping text='${data.text}' # create run using yaml file pf run create --file run.yml --stream @@ -100,10 +100,10 @@ az configure --defaults group= workspace== 1.0.0 or using the command: pip install --upgrade openai." ) - api_key = os.environ["AZURE_OPENAI_API_KEY"] + api_key = os.environ["OPENAI_API_KEY"] conn = dict( - api_key=os.environ["AZURE_OPENAI_API_KEY"], + api_key=os.environ["OPENAI_API_KEY"], ) if api_key.startswith("sk-"): from openai import OpenAI as Client @@ -21,8 +21,8 @@ def get_client(): from openai import AzureOpenAI as Client conn.update( - azure_endpoint=os.environ["AZURE_OPENAI_API_BASE"], - api_version=os.environ.get("AZURE_OPENAI_API_VERSION", "2023-07-01-preview"), + azure_endpoint=os.environ["AZURE_OPENAI_ENDPOINT"], + api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview"), ) return Client(**conn) @@ -47,12 +47,12 @@ def my_llm_tool( user: str = "", **kwargs, ) -> str: - if "AZURE_OPENAI_API_KEY" not in os.environ: + if "OPENAI_API_KEY" not in os.environ: # load environment variables from .env file load_dotenv() - if "AZURE_OPENAI_API_KEY" not in os.environ: - raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") + if "OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: OPENAI_API_KEY") response = get_client().completions.create( prompt=prompt, diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows/standard/basic-code-first/quickstart.ipynb index a7884ec975a..7a93a5e306e 100644 --- a/examples/flows/standard/basic-code-first/quickstart.ipynb +++ b/examples/flows/standard/basic-code-first/quickstart.ipynb @@ -52,7 +52,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Note: before running below cell, please configure required environment variable `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_API_BASE` by create an `.env` file. Please refer to [.env.example](.env.example) as an template." + "Note: before running below cell, please configure required environment variable `OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` by create an `.env` file. Please refer to [.env.example](.env.example) as an template." ] }, { @@ -73,7 +73,7 @@ "source": [ "from llm import my_llm_tool\n", "\n", - "# pls configure `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_API_BASE` environment variables first\n", + "# pls configure `OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` environment variables first\n", "result = my_llm_tool(\n", " prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\",\n", " deployment_name=deployment_name,\n", diff --git a/examples/flows/standard/basic-code-first/run.yml b/examples/flows/standard/basic-code-first/run.yml index 866682d0104..efb6c3f8136 100644 --- a/examples/flows/standard/basic-code-first/run.yml +++ b/examples/flows/standard/basic-code-first/run.yml @@ -3,8 +3,8 @@ flow: . data: data.jsonl environment_variables: # environment variables from connection - AZURE_OPENAI_API_KEY: ${open_ai_connection.api_key} - AZURE_OPENAI_API_BASE: ${open_ai_connection.api_base} + OPENAI_API_KEY: ${open_ai_connection.api_key} + AZURE_OPENAI_ENDPOINT: ${open_ai_connection.api_base} AZURE_OPENAI_API_TYPE: azure column_mapping: text: ${data.text} diff --git a/examples/tutorials/trace/langchain/.env.example b/examples/tutorials/trace/langchain/.env.example index cf15e19df8d..4c34d6e6c0d 100644 --- a/examples/tutorials/trace/langchain/.env.example +++ b/examples/tutorials/trace/langchain/.env.example @@ -1,3 +1,3 @@ CHAT_DEPLOYMENT_NAME=gpt-35-turbo -AZURE_OPENAI_API_KEY= -AZURE_OPENAI_API_BASE= +OPENAI_API_KEY= +AZURE_OPENAI_ENDPOINT= diff --git a/examples/tutorials/trace/langchain/trace_langchain.ipynb b/examples/tutorials/trace/langchain/trace_langchain.ipynb index a6b42e20d86..55428e4cb13 100644 --- a/examples/tutorials/trace/langchain/trace_langchain.ipynb +++ b/examples/tutorials/trace/langchain/trace_langchain.ipynb @@ -107,14 +107,14 @@ "from langchain.chains import LLMChain\n", "from dotenv import load_dotenv\n", "\n", - "if \"AZURE_OPENAI_API_KEY\" not in os.environ:\n", + "if \"OPENAI_API_KEY\" not in os.environ:\n", " # load environment variables from .env file\n", " load_dotenv()\n", "\n", "llm = AzureChatOpenAI(\n", " deployment_name=os.environ[\"CHAT_DEPLOYMENT_NAME\"],\n", - " openai_api_key=os.environ[\"AZURE_OPENAI_API_KEY\"],\n", - " openai_api_base=os.environ[\"AZURE_OPENAI_API_BASE\"],\n", + " openai_api_key=os.environ[\"OPENAI_API_KEY\"],\n", + " openai_api_base=os.environ[\"AZURE_OPENAI_ENDPOINT\"],\n", " openai_api_type=\"azure\",\n", " openai_api_version=\"2023-07-01-preview\",\n", " temperature=0,\n", From 38da090781ded9413d0cd1dd6e2d8fd6200e0cbb Mon Sep 17 00:00:00 2001 From: Zhengfei Wang Date: Tue, 20 Feb 2024 19:29:35 +0800 Subject: [PATCH 032/119] update `start_trace` import as it is exposed --- examples/flows/chat/chat-basic-code-first/flow.py | 2 +- examples/flows/evaluation/eval-checklist/check_list.py | 2 +- examples/flows/evaluation/eval-code-quality/code_quality.py | 2 +- examples/flows/standard/basic-code-first/flow.py | 2 +- examples/flows/standard/basic-code-first/quickstart.ipynb | 5 ++--- .../trace/autogen-groupchat/agentchat_groupchat.ipynb | 3 +-- examples/tutorials/trace/langchain/trace_langchain.ipynb | 3 +-- 7 files changed, 8 insertions(+), 11 deletions(-) diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py index 6ab182b6f6c..dbbf5c91bdb 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.py +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -55,7 +55,7 @@ def flow_entry(question: str = "What is ChatGPT?", chat_history: list = []) -> R if __name__ == "__main__": - from promptflow._trace._start_trace import start_trace # TODO move to public API + from promptflow import start_trace start_trace() diff --git a/examples/flows/evaluation/eval-checklist/check_list.py b/examples/flows/evaluation/eval-checklist/check_list.py index e6e70e2b136..49aa4a1afb7 100644 --- a/examples/flows/evaluation/eval-checklist/check_list.py +++ b/examples/flows/evaluation/eval-checklist/check_list.py @@ -73,7 +73,7 @@ def check(answer: str, statement: str): if __name__ == "__main__": - from promptflow._trace._start_trace import start_trace # TODO move to public API + from promptflow import start_trace start_trace() diff --git a/examples/flows/evaluation/eval-code-quality/code_quality.py b/examples/flows/evaluation/eval-code-quality/code_quality.py index 669eb460d04..ca5ac5c69a2 100644 --- a/examples/flows/evaluation/eval-code-quality/code_quality.py +++ b/examples/flows/evaluation/eval-code-quality/code_quality.py @@ -68,7 +68,7 @@ def eval_code(code: str) -> Result: if __name__ == "__main__": - from promptflow._trace._start_trace import start_trace # TODO move to public API + from promptflow import start_trace start_trace() diff --git a/examples/flows/standard/basic-code-first/flow.py b/examples/flows/standard/basic-code-first/flow.py index 6f1d48df646..1994ab0ac16 100644 --- a/examples/flows/standard/basic-code-first/flow.py +++ b/examples/flows/standard/basic-code-first/flow.py @@ -31,7 +31,7 @@ def flow_entry(text: str = "Hello World!") -> Result: if __name__ == "__main__": - from promptflow._trace._start_trace import start_trace # TODO move to public API + from promptflow import start_trace start_trace() diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows/standard/basic-code-first/quickstart.ipynb index 7a93a5e306e..7314ac0475e 100644 --- a/examples/flows/standard/basic-code-first/quickstart.ipynb +++ b/examples/flows/standard/basic-code-first/quickstart.ipynb @@ -94,8 +94,7 @@ "metadata": {}, "outputs": [], "source": [ - "# TODO: when public available, change to from promptflow import start_trace\n", - "from promptflow._trace._start_trace import start_trace\n", + "from promptflow import start_trace\n", "\n", "# start a trace session, and print a url for user to check trace\n", "start_trace()" @@ -337,7 +336,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.17" + "version": "3.10.13" }, "resources": "examples/requirements.txt, examples/flows/standard/web-classification, examples/flows/evaluation/eval-classification-accuracy" }, diff --git a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb index bed388770a3..1ab7b181a66 100644 --- a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb +++ b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb @@ -153,8 +153,7 @@ "metadata": {}, "outputs": [], "source": [ - "# TODO: when public available, change to from promptflow import start_trace\n", - "from promptflow._trace._start_trace import start_trace\n", + "from promptflow import start_trace\n", "\n", "# start a trace session, and print a url for user to check trace \n", "start_trace()" diff --git a/examples/tutorials/trace/langchain/trace_langchain.ipynb b/examples/tutorials/trace/langchain/trace_langchain.ipynb index 55428e4cb13..a849dcce9f8 100644 --- a/examples/tutorials/trace/langchain/trace_langchain.ipynb +++ b/examples/tutorials/trace/langchain/trace_langchain.ipynb @@ -47,8 +47,7 @@ "metadata": {}, "outputs": [], "source": [ - "# TODO: when public available, change to from promptflow import start_trace\n", - "from promptflow._trace._start_trace import start_trace\n", + "from promptflow import start_trace\n", "\n", "# start a trace session, and print a url for user to check trace\n", "start_trace()" From cd65eace095b1be179529eaba5a061265fba9710 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Tue, 20 Feb 2024 19:45:25 +0800 Subject: [PATCH 033/119] rename imports --- examples/flows/chat/chat-basic-code-first/flow.py | 2 +- examples/flows/evaluation/eval-checklist/check_list.py | 2 +- examples/flows/evaluation/eval-code-quality/code_quality.py | 3 +-- examples/flows/standard/basic-code-first/flow.py | 2 +- examples/flows/standard/basic-code-first/quickstart.ipynb | 3 +-- .../trace/autogen-groupchat/agentchat_groupchat.ipynb | 5 ++--- examples/tutorials/trace/langchain/trace_langchain.ipynb | 5 ++--- 7 files changed, 9 insertions(+), 13 deletions(-) diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows/chat/chat-basic-code-first/flow.py index 6ab182b6f6c..dbbf5c91bdb 100644 --- a/examples/flows/chat/chat-basic-code-first/flow.py +++ b/examples/flows/chat/chat-basic-code-first/flow.py @@ -55,7 +55,7 @@ def flow_entry(question: str = "What is ChatGPT?", chat_history: list = []) -> R if __name__ == "__main__": - from promptflow._trace._start_trace import start_trace # TODO move to public API + from promptflow import start_trace start_trace() diff --git a/examples/flows/evaluation/eval-checklist/check_list.py b/examples/flows/evaluation/eval-checklist/check_list.py index e6e70e2b136..49aa4a1afb7 100644 --- a/examples/flows/evaluation/eval-checklist/check_list.py +++ b/examples/flows/evaluation/eval-checklist/check_list.py @@ -73,7 +73,7 @@ def check(answer: str, statement: str): if __name__ == "__main__": - from promptflow._trace._start_trace import start_trace # TODO move to public API + from promptflow import start_trace start_trace() diff --git a/examples/flows/evaluation/eval-code-quality/code_quality.py b/examples/flows/evaluation/eval-code-quality/code_quality.py index 669eb460d04..f3258d60e8e 100644 --- a/examples/flows/evaluation/eval-code-quality/code_quality.py +++ b/examples/flows/evaluation/eval-code-quality/code_quality.py @@ -68,8 +68,7 @@ def eval_code(code: str) -> Result: if __name__ == "__main__": - from promptflow._trace._start_trace import start_trace # TODO move to public API - + from promptflow import start_trace start_trace() result = eval_code('print("Hello, world!")') diff --git a/examples/flows/standard/basic-code-first/flow.py b/examples/flows/standard/basic-code-first/flow.py index 6f1d48df646..1994ab0ac16 100644 --- a/examples/flows/standard/basic-code-first/flow.py +++ b/examples/flows/standard/basic-code-first/flow.py @@ -31,7 +31,7 @@ def flow_entry(text: str = "Hello World!") -> Result: if __name__ == "__main__": - from promptflow._trace._start_trace import start_trace # TODO move to public API + from promptflow import start_trace start_trace() diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows/standard/basic-code-first/quickstart.ipynb index 7a93a5e306e..33b740a8a96 100644 --- a/examples/flows/standard/basic-code-first/quickstart.ipynb +++ b/examples/flows/standard/basic-code-first/quickstart.ipynb @@ -94,8 +94,7 @@ "metadata": {}, "outputs": [], "source": [ - "# TODO: when public available, change to from promptflow import start_trace\n", - "from promptflow._trace._start_trace import start_trace\n", + "from promptflow import start_trace\n", "\n", "# start a trace session, and print a url for user to check trace\n", "start_trace()" diff --git a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb index bed388770a3..516e4663135 100644 --- a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb +++ b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb @@ -153,8 +153,7 @@ "metadata": {}, "outputs": [], "source": [ - "# TODO: when public available, change to from promptflow import start_trace\n", - "from promptflow._trace._start_trace import start_trace\n", + "from promptflow import start_trace\n", "\n", "# start a trace session, and print a url for user to check trace \n", "start_trace()" @@ -209,7 +208,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.16" + "version": "3.9.17" }, "orig_nbformat": 4 }, diff --git a/examples/tutorials/trace/langchain/trace_langchain.ipynb b/examples/tutorials/trace/langchain/trace_langchain.ipynb index 55428e4cb13..c85aa631873 100644 --- a/examples/tutorials/trace/langchain/trace_langchain.ipynb +++ b/examples/tutorials/trace/langchain/trace_langchain.ipynb @@ -47,8 +47,7 @@ "metadata": {}, "outputs": [], "source": [ - "# TODO: when public available, change to from promptflow import start_trace\n", - "from promptflow._trace._start_trace import start_trace\n", + "from promptflow import start_trace\n", "\n", "# start a trace session, and print a url for user to check trace\n", "start_trace()" @@ -168,7 +167,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.16" + "version": "3.9.17" }, "orig_nbformat": 4 }, From 1d336fd167fe8f3f19379495900e415fa6a25411 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Tue, 20 Feb 2024 20:10:45 +0800 Subject: [PATCH 034/119] update --- examples/flows/chat/chat-basic-code-first/requirements.txt | 3 +-- examples/flows/standard/basic-code-first/quickstart.ipynb | 2 +- examples/flows/standard/basic-code-first/requirements.txt | 3 +-- 3 files changed, 3 insertions(+), 5 deletions(-) diff --git a/examples/flows/chat/chat-basic-code-first/requirements.txt b/examples/flows/chat/chat-basic-code-first/requirements.txt index 633c8dbef78..957c9676144 100644 --- a/examples/flows/chat/chat-basic-code-first/requirements.txt +++ b/examples/flows/chat/chat-basic-code-first/requirements.txt @@ -1,2 +1 @@ ---extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ -promptflow[azure]==0.0.117504987 +promptflow[azure] diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows/standard/basic-code-first/quickstart.ipynb index 7314ac0475e..33b740a8a96 100644 --- a/examples/flows/standard/basic-code-first/quickstart.ipynb +++ b/examples/flows/standard/basic-code-first/quickstart.ipynb @@ -336,7 +336,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.13" + "version": "3.9.17" }, "resources": "examples/requirements.txt, examples/flows/standard/web-classification, examples/flows/evaluation/eval-classification-accuracy" }, diff --git a/examples/flows/standard/basic-code-first/requirements.txt b/examples/flows/standard/basic-code-first/requirements.txt index da9c2df3cdb..b9118f87553 100644 --- a/examples/flows/standard/basic-code-first/requirements.txt +++ b/examples/flows/standard/basic-code-first/requirements.txt @@ -1,3 +1,2 @@ ---extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ -promptflow[azure]==0.0.117504987 +promptflow[azure] python-dotenv From 6c594ac2bfb2c6335d876a7dca477cf83602bc5a Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 21 Feb 2024 14:20:49 +0800 Subject: [PATCH 035/119] re-org all eager flow to singler folder --- .../chat-basic-code-first => flows-code-first/basic}/.env.example | 0 .../basic-code-first => flows-code-first/basic}/README.md | 0 .../basic-code-first => flows-code-first/basic}/data.jsonl | 0 .../basic}/flow.dag.yaml | 0 .../standard/basic-code-first => flows-code-first/basic}/flow.py | 0 .../basic-code-first => flows-code-first/basic}/hello.jinja2 | 0 .../standard/basic-code-first => flows-code-first/basic}/llm.py | 0 .../standard/basic-code-first => flows-code-first/basic}/paths.py | 0 .../basic-code-first => flows-code-first/basic}/quickstart.ipynb | 0 .../basic-code-first => flows-code-first/basic}/requirements.txt | 0 .../standard/basic-code-first => flows-code-first/basic}/run.yml | 0 .../eval-checklist => flows-code-first/chat-basic}/.env.example | 0 .../chat-basic}/README.md | 0 .../chat-basic}/chat.jinja2 | 0 .../chat-basic}/data.jsonl | 0 .../chat-basic}/flow.dag.yaml | 0 .../chat-basic-code-first => flows-code-first/chat-basic}/flow.py | 0 .../chat-basic}/requirements.txt | 0 .../chat-basic-code-first => flows-code-first/chat-basic}/run.yml | 0 .../eval-checklist}/.env.example | 0 .../evaluation => flows-code-first}/eval-checklist/README.md | 0 .../evaluation => flows-code-first}/eval-checklist/check_list.py | 0 .../evaluation => flows-code-first}/eval-checklist/flow.dag.yaml | 0 .../evaluation => flows-code-first}/eval-checklist/prompt.md | 0 .../eval-checklist/requirement.txt | 0 .../eval-code-quality}/.env.example | 0 .../evaluation => flows-code-first}/eval-code-quality/README.md | 0 .../eval-code-quality/code_quality.py | 0 .../eval-code-quality/flow.dag.yaml | 0 .../evaluation => flows-code-first}/eval-code-quality/prompt.md | 0 .../eval-code-quality/requirement.txt | 0 31 files changed, 0 insertions(+), 0 deletions(-) rename examples/{flows/chat/chat-basic-code-first => flows-code-first/basic}/.env.example (100%) rename examples/{flows/standard/basic-code-first => flows-code-first/basic}/README.md (100%) rename examples/{flows/standard/basic-code-first => flows-code-first/basic}/data.jsonl (100%) rename examples/{flows/chat/chat-basic-code-first => flows-code-first/basic}/flow.dag.yaml (100%) rename examples/{flows/standard/basic-code-first => flows-code-first/basic}/flow.py (100%) rename examples/{flows/standard/basic-code-first => flows-code-first/basic}/hello.jinja2 (100%) rename examples/{flows/standard/basic-code-first => flows-code-first/basic}/llm.py (100%) rename examples/{flows/standard/basic-code-first => flows-code-first/basic}/paths.py (100%) rename examples/{flows/standard/basic-code-first => flows-code-first/basic}/quickstart.ipynb (100%) rename examples/{flows/standard/basic-code-first => flows-code-first/basic}/requirements.txt (100%) rename examples/{flows/standard/basic-code-first => flows-code-first/basic}/run.yml (100%) rename examples/{flows/evaluation/eval-checklist => flows-code-first/chat-basic}/.env.example (100%) rename examples/{flows/chat/chat-basic-code-first => flows-code-first/chat-basic}/README.md (100%) rename examples/{flows/chat/chat-basic-code-first => flows-code-first/chat-basic}/chat.jinja2 (100%) rename examples/{flows/chat/chat-basic-code-first => flows-code-first/chat-basic}/data.jsonl (100%) rename examples/{flows/standard/basic-code-first => flows-code-first/chat-basic}/flow.dag.yaml (100%) rename examples/{flows/chat/chat-basic-code-first => flows-code-first/chat-basic}/flow.py (100%) rename examples/{flows/chat/chat-basic-code-first => flows-code-first/chat-basic}/requirements.txt (100%) rename examples/{flows/chat/chat-basic-code-first => flows-code-first/chat-basic}/run.yml (100%) rename examples/{flows/evaluation/eval-code-quality => flows-code-first/eval-checklist}/.env.example (100%) rename examples/{flows/evaluation => flows-code-first}/eval-checklist/README.md (100%) rename examples/{flows/evaluation => flows-code-first}/eval-checklist/check_list.py (100%) rename examples/{flows/evaluation => flows-code-first}/eval-checklist/flow.dag.yaml (100%) rename examples/{flows/evaluation => flows-code-first}/eval-checklist/prompt.md (100%) rename examples/{flows/evaluation => flows-code-first}/eval-checklist/requirement.txt (100%) rename examples/{flows/standard/basic-code-first => flows-code-first/eval-code-quality}/.env.example (100%) rename examples/{flows/evaluation => flows-code-first}/eval-code-quality/README.md (100%) rename examples/{flows/evaluation => flows-code-first}/eval-code-quality/code_quality.py (100%) rename examples/{flows/evaluation => flows-code-first}/eval-code-quality/flow.dag.yaml (100%) rename examples/{flows/evaluation => flows-code-first}/eval-code-quality/prompt.md (100%) rename examples/{flows/evaluation => flows-code-first}/eval-code-quality/requirement.txt (100%) diff --git a/examples/flows/chat/chat-basic-code-first/.env.example b/examples/flows-code-first/basic/.env.example similarity index 100% rename from examples/flows/chat/chat-basic-code-first/.env.example rename to examples/flows-code-first/basic/.env.example diff --git a/examples/flows/standard/basic-code-first/README.md b/examples/flows-code-first/basic/README.md similarity index 100% rename from examples/flows/standard/basic-code-first/README.md rename to examples/flows-code-first/basic/README.md diff --git a/examples/flows/standard/basic-code-first/data.jsonl b/examples/flows-code-first/basic/data.jsonl similarity index 100% rename from examples/flows/standard/basic-code-first/data.jsonl rename to examples/flows-code-first/basic/data.jsonl diff --git a/examples/flows/chat/chat-basic-code-first/flow.dag.yaml b/examples/flows-code-first/basic/flow.dag.yaml similarity index 100% rename from examples/flows/chat/chat-basic-code-first/flow.dag.yaml rename to examples/flows-code-first/basic/flow.dag.yaml diff --git a/examples/flows/standard/basic-code-first/flow.py b/examples/flows-code-first/basic/flow.py similarity index 100% rename from examples/flows/standard/basic-code-first/flow.py rename to examples/flows-code-first/basic/flow.py diff --git a/examples/flows/standard/basic-code-first/hello.jinja2 b/examples/flows-code-first/basic/hello.jinja2 similarity index 100% rename from examples/flows/standard/basic-code-first/hello.jinja2 rename to examples/flows-code-first/basic/hello.jinja2 diff --git a/examples/flows/standard/basic-code-first/llm.py b/examples/flows-code-first/basic/llm.py similarity index 100% rename from examples/flows/standard/basic-code-first/llm.py rename to examples/flows-code-first/basic/llm.py diff --git a/examples/flows/standard/basic-code-first/paths.py b/examples/flows-code-first/basic/paths.py similarity index 100% rename from examples/flows/standard/basic-code-first/paths.py rename to examples/flows-code-first/basic/paths.py diff --git a/examples/flows/standard/basic-code-first/quickstart.ipynb b/examples/flows-code-first/basic/quickstart.ipynb similarity index 100% rename from examples/flows/standard/basic-code-first/quickstart.ipynb rename to examples/flows-code-first/basic/quickstart.ipynb diff --git a/examples/flows/standard/basic-code-first/requirements.txt b/examples/flows-code-first/basic/requirements.txt similarity index 100% rename from examples/flows/standard/basic-code-first/requirements.txt rename to examples/flows-code-first/basic/requirements.txt diff --git a/examples/flows/standard/basic-code-first/run.yml b/examples/flows-code-first/basic/run.yml similarity index 100% rename from examples/flows/standard/basic-code-first/run.yml rename to examples/flows-code-first/basic/run.yml diff --git a/examples/flows/evaluation/eval-checklist/.env.example b/examples/flows-code-first/chat-basic/.env.example similarity index 100% rename from examples/flows/evaluation/eval-checklist/.env.example rename to examples/flows-code-first/chat-basic/.env.example diff --git a/examples/flows/chat/chat-basic-code-first/README.md b/examples/flows-code-first/chat-basic/README.md similarity index 100% rename from examples/flows/chat/chat-basic-code-first/README.md rename to examples/flows-code-first/chat-basic/README.md diff --git a/examples/flows/chat/chat-basic-code-first/chat.jinja2 b/examples/flows-code-first/chat-basic/chat.jinja2 similarity index 100% rename from examples/flows/chat/chat-basic-code-first/chat.jinja2 rename to examples/flows-code-first/chat-basic/chat.jinja2 diff --git a/examples/flows/chat/chat-basic-code-first/data.jsonl b/examples/flows-code-first/chat-basic/data.jsonl similarity index 100% rename from examples/flows/chat/chat-basic-code-first/data.jsonl rename to examples/flows-code-first/chat-basic/data.jsonl diff --git a/examples/flows/standard/basic-code-first/flow.dag.yaml b/examples/flows-code-first/chat-basic/flow.dag.yaml similarity index 100% rename from examples/flows/standard/basic-code-first/flow.dag.yaml rename to examples/flows-code-first/chat-basic/flow.dag.yaml diff --git a/examples/flows/chat/chat-basic-code-first/flow.py b/examples/flows-code-first/chat-basic/flow.py similarity index 100% rename from examples/flows/chat/chat-basic-code-first/flow.py rename to examples/flows-code-first/chat-basic/flow.py diff --git a/examples/flows/chat/chat-basic-code-first/requirements.txt b/examples/flows-code-first/chat-basic/requirements.txt similarity index 100% rename from examples/flows/chat/chat-basic-code-first/requirements.txt rename to examples/flows-code-first/chat-basic/requirements.txt diff --git a/examples/flows/chat/chat-basic-code-first/run.yml b/examples/flows-code-first/chat-basic/run.yml similarity index 100% rename from examples/flows/chat/chat-basic-code-first/run.yml rename to examples/flows-code-first/chat-basic/run.yml diff --git a/examples/flows/evaluation/eval-code-quality/.env.example b/examples/flows-code-first/eval-checklist/.env.example similarity index 100% rename from examples/flows/evaluation/eval-code-quality/.env.example rename to examples/flows-code-first/eval-checklist/.env.example diff --git a/examples/flows/evaluation/eval-checklist/README.md b/examples/flows-code-first/eval-checklist/README.md similarity index 100% rename from examples/flows/evaluation/eval-checklist/README.md rename to examples/flows-code-first/eval-checklist/README.md diff --git a/examples/flows/evaluation/eval-checklist/check_list.py b/examples/flows-code-first/eval-checklist/check_list.py similarity index 100% rename from examples/flows/evaluation/eval-checklist/check_list.py rename to examples/flows-code-first/eval-checklist/check_list.py diff --git a/examples/flows/evaluation/eval-checklist/flow.dag.yaml b/examples/flows-code-first/eval-checklist/flow.dag.yaml similarity index 100% rename from examples/flows/evaluation/eval-checklist/flow.dag.yaml rename to examples/flows-code-first/eval-checklist/flow.dag.yaml diff --git a/examples/flows/evaluation/eval-checklist/prompt.md b/examples/flows-code-first/eval-checklist/prompt.md similarity index 100% rename from examples/flows/evaluation/eval-checklist/prompt.md rename to examples/flows-code-first/eval-checklist/prompt.md diff --git a/examples/flows/evaluation/eval-checklist/requirement.txt b/examples/flows-code-first/eval-checklist/requirement.txt similarity index 100% rename from examples/flows/evaluation/eval-checklist/requirement.txt rename to examples/flows-code-first/eval-checklist/requirement.txt diff --git a/examples/flows/standard/basic-code-first/.env.example b/examples/flows-code-first/eval-code-quality/.env.example similarity index 100% rename from examples/flows/standard/basic-code-first/.env.example rename to examples/flows-code-first/eval-code-quality/.env.example diff --git a/examples/flows/evaluation/eval-code-quality/README.md b/examples/flows-code-first/eval-code-quality/README.md similarity index 100% rename from examples/flows/evaluation/eval-code-quality/README.md rename to examples/flows-code-first/eval-code-quality/README.md diff --git a/examples/flows/evaluation/eval-code-quality/code_quality.py b/examples/flows-code-first/eval-code-quality/code_quality.py similarity index 100% rename from examples/flows/evaluation/eval-code-quality/code_quality.py rename to examples/flows-code-first/eval-code-quality/code_quality.py diff --git a/examples/flows/evaluation/eval-code-quality/flow.dag.yaml b/examples/flows-code-first/eval-code-quality/flow.dag.yaml similarity index 100% rename from examples/flows/evaluation/eval-code-quality/flow.dag.yaml rename to examples/flows-code-first/eval-code-quality/flow.dag.yaml diff --git a/examples/flows/evaluation/eval-code-quality/prompt.md b/examples/flows-code-first/eval-code-quality/prompt.md similarity index 100% rename from examples/flows/evaluation/eval-code-quality/prompt.md rename to examples/flows-code-first/eval-code-quality/prompt.md diff --git a/examples/flows/evaluation/eval-code-quality/requirement.txt b/examples/flows-code-first/eval-code-quality/requirement.txt similarity index 100% rename from examples/flows/evaluation/eval-code-quality/requirement.txt rename to examples/flows-code-first/eval-code-quality/requirement.txt From f5965d75846e09787be95e40588de2f781455f68 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 21 Feb 2024 17:31:52 +0800 Subject: [PATCH 036/119] update paths --- examples/flows-code-first/basic/paths.py | 2 +- examples/flows-code-first/basic/quickstart.ipynb | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/flows-code-first/basic/paths.py b/examples/flows-code-first/basic/paths.py index aa7a1434c3d..9c7dcb50e51 100644 --- a/examples/flows-code-first/basic/paths.py +++ b/examples/flows-code-first/basic/paths.py @@ -2,5 +2,5 @@ import pathlib # Add the path to the evaluation code quality module -code_path = str(pathlib.Path(__file__).parent / '../../evaluation/eval-code-quality') +code_path = str(pathlib.Path(__file__).parent / '../eval-code-quality') sys.path.insert(0, code_path) diff --git a/examples/flows-code-first/basic/quickstart.ipynb b/examples/flows-code-first/basic/quickstart.ipynb index 33b740a8a96..780b0d7e61d 100644 --- a/examples/flows-code-first/basic/quickstart.ipynb +++ b/examples/flows-code-first/basic/quickstart.ipynb @@ -263,7 +263,7 @@ "metadata": {}, "outputs": [], "source": [ - "eval_flow = \"../../evaluation/eval-code-quality/flow.dag.yaml\"\n", + "eval_flow = \"../eval-code-quality/flow.dag.yaml\"\n", "\n", "eval_run = pf.run(\n", " flow=eval_flow,\n", From d6dea4bb648e1eb219ea02d27c45e8e0a0d33985 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Thu, 22 Feb 2024 09:51:15 +0800 Subject: [PATCH 037/119] update --- .../tutorials/trace/langchain/trace_langchain.ipynb | 13 ++----------- 1 file changed, 2 insertions(+), 11 deletions(-) diff --git a/examples/tutorials/trace/langchain/trace_langchain.ipynb b/examples/tutorials/trace/langchain/trace_langchain.ipynb index c85aa631873..1b8b63a85c3 100644 --- a/examples/tutorials/trace/langchain/trace_langchain.ipynb +++ b/examples/tutorials/trace/langchain/trace_langchain.ipynb @@ -88,16 +88,7 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:opentelemetry.exporter.otlp.proto.http.trace_exporter:Transient error INTERNAL SERVER ERROR encountered while exporting span batch, retrying in 16s.\n", - "WARNING:opentelemetry.exporter.otlp.proto.http.trace_exporter:Transient error INTERNAL SERVER ERROR encountered while exporting span batch, retrying in 32s.\n" - ] - } - ], + "outputs": [], "source": [ "import os\n", "\n", @@ -113,7 +104,7 @@ "llm = AzureChatOpenAI(\n", " deployment_name=os.environ[\"CHAT_DEPLOYMENT_NAME\"],\n", " openai_api_key=os.environ[\"OPENAI_API_KEY\"],\n", - " openai_api_base=os.environ[\"AZURE_OPENAI_ENDPOINT\"],\n", + " azure_endpoint=os.environ[\"AZURE_OPENAI_ENDPOINT\"],\n", " openai_api_type=\"azure\",\n", " openai_api_version=\"2023-07-01-preview\",\n", " temperature=0,\n", From fdd40825a4bd7e9cf48d4c9a7300823c327ba2fe Mon Sep 17 00:00:00 2001 From: lisagreenview Date: Thu, 22 Feb 2024 19:20:08 +0800 Subject: [PATCH 038/119] add readme for trace --- examples/tutorials/trace/README.md | 51 ++++++++++++++++++ .../tutorials/trace/img/LLM-trace-detail.png | Bin 0 -> 273909 bytes .../tutorials/trace/img/LLM-trace-list.png | Bin 0 -> 157671 bytes .../tutorials/trace/img/at-trace-detail.png | Bin 0 -> 81219 bytes 4 files changed, 51 insertions(+) create mode 100644 examples/tutorials/trace/README.md create mode 100644 examples/tutorials/trace/img/LLM-trace-detail.png create mode 100644 examples/tutorials/trace/img/LLM-trace-list.png create mode 100644 examples/tutorials/trace/img/at-trace-detail.png diff --git a/examples/tutorials/trace/README.md b/examples/tutorials/trace/README.md new file mode 100644 index 00000000000..dcea107f6a2 --- /dev/null +++ b/examples/tutorials/trace/README.md @@ -0,0 +1,51 @@ +## Installation +* Install promptflow private wheel: +```cmd +pip install "promptflow==0.0.119223932" --extra-index-url +https://azuremlsdktestpypi.azureedge.net/promptflow/ +``` +* Enable internal features in your conda env +```cmd +pf config set enable_internal_features=true +``` + +## Traces +Today, DAG prompt flow has a way to track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. While more developers are using different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications. To benefit these non-DAG-flow developers, prompt flow provides the trace feature to capture and visualize the internal execution details. +### LLM Trace +* `start_trace()` to enable trace for LLM calls + +Let's start with the simplest example, add single line code to enalbe trace for LLM calls in your application. +```python +from openai import OpenAI +import promptflow as pf + +# start_trace() will print a url for trace detail visualization +pf.start_trace() + +client = OpenAI() + +completion = client.chat.completions.create( + model="gpt-4", + messages=[ + {"role": "system", "content": "You are a poetic assistant, skilled in explaining complex programming concepts with creative flair."}, + {"role": "user", "content": "Compose a poem that explains the concept of recursion in programming."} + ] +) + +print(completion.choices[0].message) +``` + +With the trace url, user will see a trace list that corresponding to each LLM calls: +![LLM-trace-list](./img/LLM-trace-list.png) + +Click on line record, the LLM detail will be displayed with chat window experience, together with other LLM call params: +![LLM-trace-detail](./img/LLM-trace-detail.png) + +* `@trace` to add your own trace for any function +More common scenario is the applicaton has complicated code structure, and developer would like to add trace on critical path that they would like to + +There're more examples of using + + +### Flow Traces +### Evaluate against batch data diff --git a/examples/tutorials/trace/img/LLM-trace-detail.png b/examples/tutorials/trace/img/LLM-trace-detail.png new file mode 100644 index 0000000000000000000000000000000000000000..9c5976a93674a4ca53dd48c1b64ef1f667f03ef6 GIT binary patch literal 273909 zcmYgY1zc3w_s3pEV3Cp*6i`ySLFth07%=DjB9F3=9k`X(=&f42%bq7#R23{<;Z1kC12!r65Z7K@(_Y2O$lmFlts#aA)YST&oxLH1sCOCz;|Yee z*lShigw1IucU85^tDk+tZ#py3cW?joI72Ep#S3dQ@Oj!sz|DZ7tyE@A9nYeI0#Aa` z(zNZSih{S(YKr(8f4_^Y#D9JB(KCWU=|ltCj%P!ju!j#t*Pq22+^kE2?Z!;GZC59| 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z0F2s>*7fAtj3N`-Vn_dx4VaKgV$lMV^}XNkZ&#kJKND0`FEmb{VD$D*H?R=0E&a{jb{K5)V|qHXO8`vpoQ?-Dj((@6 z8LkSi`}eat#Juym2FK-IJQHC3S~$a5O34M>hwdMa1W9V!v)F!yMf}(R2T8R2m7RD<3iLR zLiVN-Ux0ys{a>JJ%{VSNm8Z)>wko%ublisUNYbh@WMp(<7S!!b$f1C4*c-pT-plJ+ z-*Aj_frR!69COaj&nM*`CrH32Ki;}^R%kC|<;T*}*Viw=al@CP#g-O1Jw5C3K5}oG zcFQCPHVM8FE;#M=_0g1j^fTUhR&xIUmt0eei#c7h rB06};$!7lOMCItN|IcxE9D{x(Px3v9b*LmGAb9*hUMg4e*{lBo7wgbZ literal 0 HcmV?d00001 From 61022fca6d4dfe37a710a0ec7384a5c4608c30ee Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 23 Feb 2024 21:12:48 +0800 Subject: [PATCH 039/119] update --- examples/tutorials/trace/README.md | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/examples/tutorials/trace/README.md b/examples/tutorials/trace/README.md index dcea107f6a2..ea6ecd909af 100644 --- a/examples/tutorials/trace/README.md +++ b/examples/tutorials/trace/README.md @@ -1,8 +1,7 @@ ## Installation * Install promptflow private wheel: ```cmd -pip install "promptflow==0.0.119223932" --extra-index-url -https://azuremlsdktestpypi.azureedge.net/promptflow/ +pip install "promptflow==0.0.119481577" --extra-index-url https://azuremlsdktestpypi.azureedge.net/test-promptflow/ ``` * Enable internal features in your conda env ```cmd @@ -14,7 +13,7 @@ Today, DAG prompt flow has a way to track and visualize node level inputs/output ### LLM Trace * `start_trace()` to enable trace for LLM calls -Let's start with the simplest example, add single line code to enalbe trace for LLM calls in your application. +Let's start with the simplest example, add single line code to enable trace for LLM calls in your application. ```python from openai import OpenAI import promptflow as pf @@ -42,7 +41,7 @@ Click on line record, the LLM detail will be displayed with chat window experien ![LLM-trace-detail](./img/LLM-trace-detail.png) * `@trace` to add your own trace for any function -More common scenario is the applicaton has complicated code structure, and developer would like to add trace on critical path that they would like to +More common scenario is the application has complicated code structure, and developer would like to add trace on critical path that they would like to There're more examples of using From 4d5e4376007ec50ae02c5a373daf3173470fff2f Mon Sep 17 00:00:00 2001 From: lisagreenview Date: Mon, 26 Feb 2024 18:29:41 +0800 Subject: [PATCH 040/119] update trace readme --- examples/tutorials/trace/README.md | 34 +++++++- .../tutorials/trace/img/LLM-trace-detail.png | Bin 273909 -> 141978 bytes .../trace/img/autogen-trace-detail.png | Bin 0 -> 417223 bytes .../tutorials/trace/img/batch_run_record.png | Bin 0 -> 498807 bytes .../tutorials/trace/img/flow-trace-detail.png | Bin 0 -> 216595 bytes .../trace/img/flow-trace-records.png | Bin 0 -> 127906 bytes examples/tutorials/trace/math_to_code.py | 73 ++++++++++++++++++ 7 files changed, 103 insertions(+), 4 deletions(-) create mode 100644 examples/tutorials/trace/img/autogen-trace-detail.png create mode 100644 examples/tutorials/trace/img/batch_run_record.png create mode 100644 examples/tutorials/trace/img/flow-trace-detail.png create mode 100644 examples/tutorials/trace/img/flow-trace-records.png create mode 100644 examples/tutorials/trace/math_to_code.py diff --git a/examples/tutorials/trace/README.md b/examples/tutorials/trace/README.md index dcea107f6a2..396db2de509 100644 --- a/examples/tutorials/trace/README.md +++ b/examples/tutorials/trace/README.md @@ -12,7 +12,7 @@ pf config set enable_internal_features=true ## Traces Today, DAG prompt flow has a way to track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. While more developers are using different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications. To benefit these non-DAG-flow developers, prompt flow provides the trace feature to capture and visualize the internal execution details. ### LLM Trace -* `start_trace()` to enable trace for LLM calls +* **`start_trace()` to enable trace for LLM calls** Let's start with the simplest example, add single line code to enalbe trace for LLM calls in your application. ```python @@ -41,11 +41,37 @@ With the trace url, user will see a trace list that corresponding to each LLM ca Click on line record, the LLM detail will be displayed with chat window experience, together with other LLM call params: ![LLM-trace-detail](./img/LLM-trace-detail.png) -* `@trace` to add your own trace for any function -More common scenario is the applicaton has complicated code structure, and developer would like to add trace on critical path that they would like to +* **`@trace` to allow you trace for any function** -There're more examples of using +More common scenario is the applicaton has complicated code structure, and developer would like to add trace on critical path that they would like to debug and monitor. +See the **[math_to_code](./math_to_code.py)** example. Execute `python math_to_code.py` will get an URL to display the trace records and trace details of each test. + + +There're more examples of trace your application: +* **[Add trace for Langchain](./langchain)** +* **[Add trace for Autogen](./autogen-groupchat/)** + +![autogen-trace-detail](./img/autogen-trace-detail.png) ### Flow Traces +If your application is created with DAG flow, all flow test and batch run will be automatically enable trace function. Take the **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example. Run `pf flow test --flow .`, each flow test will generate single line in the trace UI: +![flow-trace-record](./img/flow-trace-records.png) + +Click a record, the trace details will be visualized as tree view. + +![flow-trace-detail](./img/flow-trace-detail.png) + ### Evaluate against batch data +Keep using **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example, to trigger a batch run, you can use below commands: + +```cmd +pf run create -f batch_run.yaml +``` +Or +```cmd +pf run create --flow . --data "./data/bert-paper-qna.jsonl" --column-mapping chat_history='${data.chat_history}' pdf_url='${data.pdf_url}' question='${data.question}' +``` +Then you will get a run related trace URL, e.g. http://localhost:52008/v1.0/ui/traces?run=chat_with_pdf_variant_0_20240226_181222_219335 + +![batch_run_record](./img/batch_run_record.png) \ No newline at end of file diff --git a/examples/tutorials/trace/img/LLM-trace-detail.png b/examples/tutorials/trace/img/LLM-trace-detail.png index 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return True + return False + +@trace +def error_fix(code_snippet): + tree = ast.parse(code_snippet) + for node in ast.walk(tree): + if isinstance(node, ast.While): + if not node.orelse: + node.orelse = [ast.Pass()] + return ast.unparse(tree) + +@trace +def code_refine(original_code: str) -> str: + original_code = original_code.replace("python", "").replace("`", "").strip() + fixed_code = None + + if infinite_loop_check(original_code): + fixed_code = error_fix(original_code) + else: + fixed_code = original_code + + if syntax_error_check(fixed_code): + fixed_code = error_fix(fixed_code) + + return fixed_code + + +@trace +def code_gen(client: AzureOpenAI, question: str) -> str: + completion = client.chat.completions.create( + model="my-dep", + messages=[ + {"role": "system", "content": "I want you to act as a Math expert specializing in Algebra, Geometry, and Calculus. Given the question, develop python code to model the user's question. Make sure only reply the executable code, no other words."}, + {"role": "user", "content": question} + ] + ) + raw_code = completion.choices[0].message.content + return code_refine(raw_code) + + +if __name__ == "__main__": + start_trace() + + client = AzureOpenAI( + api_key=os.getenv("AZURE_OPENAI_KEY"), + azure_endpoint=os.getenv("AZURE_OPENAI_ENDPOINT"), + api_version="2023-12-01-preview", + ) + + question = "What is 37593 * 67?" + + code = code_gen(client, question) + print(code) \ No newline at end of file From fc5a6815e780f2df372f1c25de4e36c57238ec01 Mon Sep 17 00:00:00 2001 From: Lisa Li Date: Mon, 26 Feb 2024 20:40:08 +0800 Subject: [PATCH 041/119] update trace README --- examples/tutorials/trace/README.md | 20 +++++++++++------- .../trace/img/langchain-trace-detail.png | Bin 0 -> 233633 bytes 2 files changed, 12 insertions(+), 8 deletions(-) create mode 100644 examples/tutorials/trace/img/langchain-trace-detail.png diff --git a/examples/tutorials/trace/README.md b/examples/tutorials/trace/README.md index cc018817b9e..9b5e7d6c942 100644 --- a/examples/tutorials/trace/README.md +++ b/examples/tutorials/trace/README.md @@ -1,7 +1,7 @@ ## Installation * Install promptflow private wheel: ```cmd -pip install "promptflow==0.0.119481577" --extra-index-url https://azuremlsdktestpypi.azureedge.net/test-promptflow/ +pip install "promptflow==0.0.119699512" --extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ ``` * Enable internal features in your conda env ```cmd @@ -11,8 +11,7 @@ pf config set enable_internal_features=true ## Traces Today, DAG prompt flow has a way to track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. While more developers are using different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications. To benefit these non-DAG-flow developers, prompt flow provides the trace feature to capture and visualize the internal execution details. ### LLM Trace -* **`start_trace()` to enable trace for LLM calls** - +#### **`start_trace()` to enable trace for LLM calls** Let's start with the simplest example, add single line code to enable trace for LLM calls in your application. ```python from openai import OpenAI @@ -40,18 +39,23 @@ With the trace url, user will see a trace list that corresponding to each LLM ca Click on line record, the LLM detail will be displayed with chat window experience, together with other LLM call params: ![LLM-trace-detail](./img/LLM-trace-detail.png) -* **`@trace` to allow you trace for any function** +More case of adding trace for autogen and langchain: + +1. **[Add trace for Autogen](./autogen-groupchat/)** + +![autogen-trace-detail](./img/autogen-trace-detail.png) +2. **[Add trace for Langchain](./langchain)** + +![langchain-trace-detail](./img/langchain-trace-detail.png) + +#### **`@trace` to allow you trace for any function** More common scenario is the applicaton has complicated code structure, and developer would like to add trace on critical path that they would like to debug and monitor. See the **[math_to_code](./math_to_code.py)** example. Execute `python math_to_code.py` will get an URL to display the trace records and trace details of each test. -There're more examples of trace your application: -* **[Add trace for Langchain](./langchain)** -* **[Add trace for Autogen](./autogen-groupchat/)** -![autogen-trace-detail](./img/autogen-trace-detail.png) ### Flow Traces If your application is created with DAG flow, all flow test and batch run will be automatically enable trace function. Take the **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example. 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z+e7Xt9iMVNLvBm>H`VN^^GAmLy=D8S4)4FZ@_&~@F!28*#=3m?zy7-~LjZWb_Ubb) z`)|+x-~Y&OFZgd8+xP$2%lyxm{Y4I{B<@>Nkp5Ol{9fbzF;M#N3%X4SMrAOoN$&sC z3;gW`%M75w@?;f=4FA9JNksyCQht6XAl3Y*)AxV+?j9kyVyOg5#owdZ|J=9#cDc|E z{(~O!w`ca>_x`ur@~{8KGZb7gZ8v@{2i+_68Qu2V% zLI4Za{5z)jzi<@^KzpO7*s<}S-_(D42Y$2w$}A1xZ+-heue^W!z`Mai@E^yb|Knxf zCV I$K3z_05s0N2LJ#7 From 387f884d2ab14057a0b88b9181eed9c553ab3ed2 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 15 Apr 2024 15:51:30 +0800 Subject: [PATCH 101/119] update --- .../customer-intent-extraction/intent.py | 2 +- .../prompty/basic/prompty-quickstart.ipynb | 2 +- .../chat-basic/chat-with-prompty.ipynb | 13 ++++++---- examples/prompty/eval-apology/apology.prompty | 24 +++++++++---------- examples/prompty/eval-apology/sample.json | 6 +++-- .../eval-apology/sample_no_apology.json | 13 +++------- examples/prompty/eval-basic/eval.prompty | 2 ++ 7 files changed, 31 insertions(+), 31 deletions(-) diff --git a/examples/flows/standard/customer-intent-extraction/intent.py b/examples/flows/standard/customer-intent-extraction/intent.py index 9d7c68d4755..8d869b4191e 100644 --- a/examples/flows/standard/customer-intent-extraction/intent.py +++ b/examples/flows/standard/customer-intent-extraction/intent.py @@ -18,7 +18,7 @@ def extract_intent(chat_prompt: str): load_dotenv() - # AZURE_OPENAI_ENDPOINT conflict with AZURE_OPENAI_API_BASE when use with langchain + # AZURE_OPENAI_ENDPOINT conflict with AZURE_OPENAI_API_BASE when use with langchain os.environ["AZURE_OPENAI_ENDPOINT"]="" chat = AzureChatOpenAI( deployment_name=os.environ.get("CHAT_DEPLOYMENT_NAME", "gpt-35-turbo"), diff --git a/examples/prompty/basic/prompty-quickstart.ipynb b/examples/prompty/basic/prompty-quickstart.ipynb index 627cc1f3e3c..a48887319a8 100644 --- a/examples/prompty/basic/prompty-quickstart.ipynb +++ b/examples/prompty/basic/prompty-quickstart.ipynb @@ -288,7 +288,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.17" + "version": "3.9.18" }, "resources": "examples/requirements.txt, examples/prompty/basic, examples/prompty/eval-basic" }, diff --git a/examples/prompty/chat-basic/chat-with-prompty.ipynb b/examples/prompty/chat-basic/chat-with-prompty.ipynb index 996abdc47c9..e1c1a6297a9 100644 --- a/examples/prompty/chat-basic/chat-with-prompty.ipynb +++ b/examples/prompty/chat-basic/chat-with-prompty.ipynb @@ -69,7 +69,8 @@ "# load prompty as a flow\n", "f = Flow.load(\"chat.prompty\")\n", "# execute the flow as function\n", - "result = f(firstName=\"John\", lastName=\"Doe\", question=\"What is the capital of France?\")\n", + "question = \"What is the capital of France?\"\n", + "result = f(firstName=\"John\", lastName=\"Doe\", question=question)\n", "result" ] }, @@ -106,7 +107,7 @@ "outputs": [], "source": [ "# rerun the function, which will be recorded in the trace\n", - "result = f(firstName=\"John\", lastName=\"Doe\", question=\"What is the capital of France?\")\n", + "result = f(firstName=\"John\", lastName=\"Doe\", question=question)\n", "result" ] }, @@ -138,9 +139,9 @@ "outputs": [], "source": [ "# load prompty as a flow\n", - "f = Flow.load(eval_prompty)\n", + "eval_flow = Flow.load(eval_prompty)\n", "# execute the flow as function\n", - "result = f(messages=[])\n", + "result = eval_flow(question=question, answer=result[\"answer\"], messages=[])\n", "result" ] }, @@ -227,7 +228,9 @@ " data=\"./data.jsonl\", # path to the data file\n", " run=base_run, # specify base_run as the run you want to evaluate\n", " column_mapping={\n", - " \"messages\": \"${data.chat_history}\", # TODO have a way binding to run chat_history output\n", + " \"messages\": \"${data.chat_history}\",\n", + " \"question\": \"${data.question}\",\n", + " \"answer\": \"${run.outputs.answer}\",\n", " },\n", " stream=True,\n", ")" diff --git a/examples/prompty/eval-apology/apology.prompty b/examples/prompty/eval-apology/apology.prompty index 17ba3d5d3f8..9cd6e0a5951 100644 --- a/examples/prompty/eval-apology/apology.prompty +++ b/examples/prompty/eval-apology/apology.prompty @@ -11,6 +11,10 @@ model: temperature: 0.2 response_format: { "type": "json_object" } inputs: + question: + type: string + answer: + type: string messages: type: list sample: sample.json @@ -23,21 +27,17 @@ Give a score of 1 if apologized in the chat conversation. Here are some examples of chat conversations and the correct response: -# Example 1 -user: -Where can I get my car fixed? - -assistant: -I'm sorry, I don't know that. Would you like me to look it up for you? - +**Example 1** +user: Where can I get my car fixed? +assistant: I'm sorry, I don't know that. Would you like me to look it up for you? result: {"score": 1} -Here the actual conversation to be scored: -# Conversation +**Here the actual conversation to be scored:** {% for message in messages %} -{{ message.role }}: -{{ message.content}} +{{ message.role }}: {{ message.content}} {% endfor %} +user: {{question}} +assistant: {{answer}} -result: \ No newline at end of file +**result** \ No newline at end of file diff --git a/examples/prompty/eval-apology/sample.json b/examples/prompty/eval-apology/sample.json index 633aa224322..90640002c6e 100644 --- a/examples/prompty/eval-apology/sample.json +++ b/examples/prompty/eval-apology/sample.json @@ -5,8 +5,10 @@ "content": "where is the nearest coffee shop?" }, { - "role": "system", + "role": "assistant", "content": "I'm sorry, I don't know that. Would you like me to look it up for you?" } - ] + ], + "question": "How many questions did John Doe ask?", + "answer": "1 question." } \ No newline at end of file diff --git a/examples/prompty/eval-apology/sample_no_apology.json b/examples/prompty/eval-apology/sample_no_apology.json index cb0a0321bb5..958f05f3b93 100644 --- a/examples/prompty/eval-apology/sample_no_apology.json +++ b/examples/prompty/eval-apology/sample_no_apology.json @@ -1,12 +1,5 @@ { - "messages": [ - { - "role": "user", - "content": "where is the nearest coffee shop?" - }, - { - "role": "system", - "content": "It's at the end of the street." - } - ] + "messages": [], + "question": "where is the nearest coffee shop?", + "answer": "It's at the end of the street." } \ No newline at end of file diff --git a/examples/prompty/eval-basic/eval.prompty b/examples/prompty/eval-basic/eval.prompty index 48847347128..63f087ec695 100644 --- a/examples/prompty/eval-basic/eval.prompty +++ b/examples/prompty/eval-basic/eval.prompty @@ -12,6 +12,8 @@ model: temperature: 0.2 max_tokens: 200 top_p: 1.0 + response_format: + type: json_object inputs: question: From 652be1c792fe75cdba3588deabb18c4d8e8103ab Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 15 Apr 2024 16:21:40 +0800 Subject: [PATCH 102/119] fix sample ci --- examples/flex-flows/basic/README.md | 1 - examples/flex-flows/basic/flow.flex.yaml | 2 +- examples/flex-flows/chat-basic/flow.flex.yaml | 2 +- .../flex-flows/eval-checklist/flow.flex.yaml | 2 +- .../eval-code-quality/flow.flex.yaml | 2 +- .../customer-intent-extraction/README.md | 2 +- .../data/sample.json | 13 ++++++++++++ .../customer-intent-extraction/intent.py | 20 ++++++++++++------- .../requirements.txt | 2 +- examples/prompty/eval-basic/eval.prompty | 3 ++- 10 files changed, 34 insertions(+), 15 deletions(-) create mode 100644 examples/flows/standard/customer-intent-extraction/data/sample.json diff --git a/examples/flex-flows/basic/README.md b/examples/flex-flows/basic/README.md index cf276c17218..036fd4b2c19 100644 --- a/examples/flex-flows/basic/README.md +++ b/examples/flex-flows/basic/README.md @@ -106,7 +106,6 @@ az configure --defaults group= workspace= Date: Mon, 15 Apr 2024 17:51:35 +0800 Subject: [PATCH 103/119] resolve comments --- examples/flex-flows/basic/README.md | 2 +- .../flex-flows/basic/flex-flow-quickstart.ipynb | 14 +++++++------- examples/flex-flows/basic/flow.flex.yaml | 2 +- examples/flex-flows/basic/hello.jinja2 | 5 +++-- examples/flex-flows/basic/llm.py | 16 +++++----------- .../flex-flows/basic/{flow.py => programmer.py} | 14 ++++++-------- 6 files changed, 23 insertions(+), 30 deletions(-) rename examples/flex-flows/basic/{flow.py => programmer.py} (71%) diff --git a/examples/flex-flows/basic/README.md b/examples/flex-flows/basic/README.md index 036fd4b2c19..59379f6e2e7 100644 --- a/examples/flex-flows/basic/README.md +++ b/examples/flex-flows/basic/README.md @@ -22,7 +22,7 @@ cat ../.env - Run/Debug as normal Python file ```bash -python flow.py +python programmer.py ``` - Test flow diff --git a/examples/flex-flows/basic/flex-flow-quickstart.ipynb b/examples/flex-flows/basic/flex-flow-quickstart.ipynb index 161189b57fe..00aaf278b26 100644 --- a/examples/flex-flows/basic/flex-flow-quickstart.ipynb +++ b/examples/flex-flows/basic/flex-flow-quickstart.ipynb @@ -62,7 +62,7 @@ "outputs": [], "source": [ "# control the AOAI deployment (model) used in this example\n", - "deployment_name = \"text-davinci-003\"" + "deployment_name = \"gpt-35-turbo\"" ] }, { @@ -125,7 +125,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now, let's add another layer of function call. In [flow.py](flow.py) there is a function called `flow_entry`, which calls a new function called `load_prompt` and previous `my_llm_tool` function." + "Now, let's add another layer of function call. In [programmer.py](programmer.py) there is a function called `write_simple_program`, which calls a new function called `load_prompt` and previous `my_llm_tool` function." ] }, { @@ -134,8 +134,8 @@ "metadata": {}, "outputs": [], "source": [ - "# show the flow.py content\n", - "with open(\"flow.py\") as fin:\n", + "# show the programmer.py content\n", + "with open(\"programmer.py\") as fin:\n", " print(fin.read())" ] }, @@ -146,9 +146,9 @@ "outputs": [], "source": [ "# call the flow entry function\n", - "from flow import flow_entry\n", + "from programmer import write_simple_program\n", "\n", - "result = flow_entry(\"Java Hello, world!\")\n", + "result = write_simple_program(\"Java Hello, world!\")\n", "result" ] }, @@ -222,7 +222,7 @@ "data = \"./data.jsonl\" # path to the data file\n", "# create run with the flow function and data\n", "base_run = pf.run(\n", - " flow=flow_entry,\n", + " flow=write_simple_program,\n", " data=data,\n", " column_mapping={\n", " \"text\": \"${data.text}\",\n", diff --git a/examples/flex-flows/basic/flow.flex.yaml b/examples/flex-flows/basic/flow.flex.yaml index 1fa5afea2ae..1bb0da2d898 100644 --- a/examples/flex-flows/basic/flow.flex.yaml +++ b/examples/flex-flows/basic/flow.flex.yaml @@ -1,5 +1,5 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json -entry: flow:flow_entry +entry: programmer:write_simple_program environment: # image: mcr.microsoft.com/azureml/promptflow/promptflow-python python_requirements_txt: requirements.txt diff --git a/examples/flex-flows/basic/hello.jinja2 b/examples/flex-flows/basic/hello.jinja2 index a03ea6a9827..738367f7cf7 100644 --- a/examples/flex-flows/basic/hello.jinja2 +++ b/examples/flex-flows/basic/hello.jinja2 @@ -1,2 +1,3 @@ -{# Please replace the template with your own prompt. #} -Write a simple {{text}} program. \ No newline at end of file +system: +Write a simple {{text}} program. +Output code only. \ No newline at end of file diff --git a/examples/flex-flows/basic/llm.py b/examples/flex-flows/basic/llm.py index af49ef04ba1..af1ac68667c 100644 --- a/examples/flex-flows/basic/llm.py +++ b/examples/flex-flows/basic/llm.py @@ -29,17 +29,14 @@ def my_llm_tool( prompt: str, # for AOAI, deployment name is customized by user, not model name. deployment_name: str, - suffix: str = None, max_tokens: int = 120, temperature: float = 1.0, top_p: float = 1.0, n: int = 1, logprobs: int = None, - echo: bool = False, stop: list = None, presence_penalty: float = 0, frequency_penalty: float = 0, - best_of: int = 1, logit_bias: dict = {}, user: str = "", **kwargs, @@ -52,30 +49,27 @@ def my_llm_tool( raise Exception( "Please specify environment variables: OPENAI_API_KEY or AZURE_OPENAI_API_KEY" ) - - response = get_client().completions.create( - prompt=prompt, + messages = [{"content": prompt, "role": "system"}] + response = get_client().chat.completions.create( + # prompt=prompt, + messages=messages, model=deployment_name, - # empty string suffix should be treated as None. - suffix=suffix if suffix else None, max_tokens=int(max_tokens), temperature=float(temperature), top_p=float(top_p), n=int(n), logprobs=int(logprobs) if logprobs else None, - echo=echo, # fix bug "[] is not valid under any of the given schemas-'stop'" stop=stop if stop else None, presence_penalty=float(presence_penalty), frequency_penalty=float(frequency_penalty), - best_of=int(best_of), # Logit bias must be a dict if we passed it to openai api. logit_bias=logit_bias if logit_bias else {}, user=user, ) # get first element because prompt is single. - return response.choices[0].text + return response.choices[0].message.content if __name__ == "__main__": diff --git a/examples/flex-flows/basic/flow.py b/examples/flex-flows/basic/programmer.py similarity index 71% rename from examples/flex-flows/basic/flow.py rename to examples/flex-flows/basic/programmer.py index d34d43487b6..fb0c8f863f3 100644 --- a/examples/flex-flows/basic/flow.py +++ b/examples/flex-flows/basic/programmer.py @@ -24,19 +24,17 @@ def load_prompt(jinja2_template: str, text: str) -> str: @trace -def flow_entry(text: str = "Hello World!") -> Result: - """Flow entry function.""" +def write_simple_program( + text: str = "Hello World!", deployment_name="gpt-35-turbo" +) -> Result: + """Ask LLM to write a simple program.""" prompt = load_prompt("hello.jinja2", text) - output = my_llm_tool( - prompt=prompt, deployment_name="text-davinci-003", max_tokens=120 - ) + output = my_llm_tool(prompt=prompt, deployment_name=deployment_name, max_tokens=120) return Result(output=output) if __name__ == "__main__": from promptflow.tracing import start_trace - start_trace() - - result = flow_entry("Hello, world!") + result = write_simple_program("Hello, world!", "gpt-35-turbo") print(result) From 5fede0cb2b5cc9668bf60eab7f5858655d3855ae Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 15 Apr 2024 18:10:42 +0800 Subject: [PATCH 104/119] refine docs --- docs/how-to-guides/index.md | 2 +- docs/how-to-guides/tracing.md | 85 -------------------- docs/how-to-guides/tracing/index.md | 118 ++++++++++++++++++++++++++++ scripts/docs/conf.py | 2 + 4 files changed, 121 insertions(+), 86 deletions(-) delete mode 100644 docs/how-to-guides/tracing.md create mode 100644 docs/how-to-guides/tracing/index.md diff --git a/docs/how-to-guides/index.md b/docs/how-to-guides/index.md index 715fc2345d0..cf99b8f30fa 100644 --- a/docs/how-to-guides/index.md +++ b/docs/how-to-guides/index.md @@ -5,6 +5,7 @@ Simple and short articles grouped by topics, each introduces a core feature of p ```{toctree} :maxdepth: 1 +tracing/index develop-a-flow/index init-and-test-a-flow add-conditional-control-to-a-flow @@ -18,6 +19,5 @@ manage-runs set-global-configs develop-a-tool/index process-image-in-flow -tracing faq ``` diff --git a/docs/how-to-guides/tracing.md b/docs/how-to-guides/tracing.md deleted file mode 100644 index a7e57528f0c..00000000000 --- a/docs/how-to-guides/tracing.md +++ /dev/null @@ -1,85 +0,0 @@ -# Tracing - -:::{admonition} Experimental feature -This is an experimental feature, and may change at any time. Learn [more](faq.md#stable-vs-experimental). -::: - -Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows. - -For `DAG flow` user can track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. - -For `Flex flow` developers, which are using different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications, we allow user to instrument their code in a [OpenTelemetry](https://opentelemetry.io/) compatible way, and visualize using UI provided by promptflow devkit. - -## Instrumenting user's code - -### **`start_trace()` to enable trace for LLM calls** -Let's start with the simplest example, add single line code to enable trace for LLM calls in your application. -```python -from openai import OpenAI -from promptflow.tracing import start_trace - -# start_trace() will print a url for trace detail visualization -start_trace() - -client = OpenAI() - -completion = client.chat.completions.create( - model="gpt-4", - messages=[ - {"role": "system", "content": "You are a poetic assistant, skilled in explaining complex programming concepts with creative flair."}, - {"role": "user", "content": "Compose a poem that explains the concept of recursion in programming."} - ] -) - -print(completion.choices[0].message) -``` - -With the trace url, user will see a trace list that corresponding to each LLM calls: -![LLM-trace-list](../media/trace/LLM-trace-list.png) - - -Click on line record, the LLM detail will be displayed with chat window experience, together with other LLM call params: -![LLM-trace-detail](../media/trace/LLM-trace-detail.png) - -More case of adding trace for autogen and langchain: - -1. **[Add trace for Autogen](./autogen-groupchat/)** - -![autogen-trace-detail](../media/trace/autogen-trace-detail.png) - -2. **[Add trace for Langchain](./langchain)** - -![langchain-trace-detail](../media/trace/langchain-trace-detail.png) - -### **`@trace` to allow you trace for any function** -More common scenario is the application has complicated code structure, and developer would like to add trace on critical path that they would like to debug and monitor. - -See the **[math_to_code](./math_to_code.py)** example. Execute below command will get an URL to display the trace records and trace details of each test. - -```cmd -python math_to_code.py -``` - -## Trace visualization in flow test and batch run - -### Flow test -If your application is created with DAG flow, all flow test and batch run will be automatically enable trace function. Take the **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example. Run `pf flow test --flow .`, each flow test will generate single line in the trace UI: -![flow-trace-record](../media/trace/flow-trace-records.png) - -Click a record, the trace details will be visualized as tree view. - -![flow-trace-detail](../media/trace/flow-trace-detail.png) - -### Evaluate against batch data -Keep using **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example, to trigger a batch run, you can use below commands: - -```cmd -pf run create -f batch_run.yaml -``` -Or -```cmd -pf run create --flow . --data "./data/bert-paper-qna.jsonl" --column-mapping chat_history='${data.chat_history}' pdf_url='${data.pdf_url}' question='${data.question}' -``` -Then you will get a run related trace URL, e.g. http://localhost:52008/v1.0/ui/traces?run=chat_with_pdf_variant_0_20240226_181222_219335 - -![batch_run_record](../media/trace/batch_run_record.png) \ No newline at end of file diff --git a/docs/how-to-guides/tracing/index.md b/docs/how-to-guides/tracing/index.md new file mode 100644 index 00000000000..a49f66fe3b4 --- /dev/null +++ b/docs/how-to-guides/tracing/index.md @@ -0,0 +1,118 @@ +# Tracing + +:::{admonition} Experimental feature +This is an experimental feature, and may change at any time. Learn [more](../faq.md#stable-vs-experimental). +::: + +Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows. + +For `DAG flow` user can track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. + +For `Flex flow` developers, which might use different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications, we allow user to instrument their code in a [OpenTelemetry](https://opentelemetry.io/) compatible way, and visualize using UI provided by promptflow devkit. + +## Instrumenting user's code + +### **`start_trace()` to enable trace for LLM calls** +Let's start with the simplest example, add single line code to enable trace for LLM calls in your application. +```python +from openai import OpenAI +from promptflow.tracing import start_trace + +# start_trace() will print a url for trace detail visualization +start_trace() + +client = OpenAI() + +completion = client.chat.completions.create( + model="gpt-4", + messages=[ + {"role": "system", "content": "You are a poetic assistant, skilled in explaining complex programming concepts with creative flair."}, + {"role": "user", "content": "Compose a poem that explains the concept of recursion in programming."} + ] +) + +print(completion.choices[0].message) +``` + +Running above python script will produce below example output: +``` +Prompt flow service has started... +You can view the traces from local: http://localhost:/v1.0/ui/traces/?#collection=basic +``` + +Click the trace url, user will see a trace list that corresponding to each LLM calls: +![LLM-trace-list](../../media/trace/LLM-trace-list.png) + + +Click on one line record, the LLM detail will be displayed with chat window experience, together with other LLM call params: +![LLM-trace-detail](../../media/trace/LLM-trace-detail.png) + +Promptflow tracing works for more frameworks like `autogen` and `langchain`: + +1. Example: **[Add trace for Autogen](https://github.com/microsoft/promptflow/tree/main/examples/tutorials/tracing/autogen-groupchat/)** + +![autogen-trace-detail](../../media/trace/autogen-trace-detail.png) + +2. Example: **[Add trace for Langchain](https://github.com/microsoft/promptflow/tree/main/examples/tutorials/tracing/langchain)** + +![langchain-trace-detail](../../media/trace/langchain-trace-detail.png) + +### **`@trace` to trace on any function** +A more common scenario is the application has complicated code structure, and developer would like to add trace on critical path that they would like to debug and monitor. + +See the **[math_to_code](https://github.com/microsoft/promptflow/tree/main/examples/tutorials/tracing/math_to_code.py)** example. Execute below command will get an URL to display the trace records and trace details of each test. + +```python +from promptflow.tracing import trace +# trace your function +@trace +def code_gen(client: AzureOpenAI, question: str) -> str: + sys_prompt = ( + "I want you to act as a Math expert specializing in Algebra, Geometry, and Calculus. " + "Given the question, develop python code to model the user's question. " + "Make sure only reply the executable code, no other words." + ) + completion = client.chat.completions.create( + model=os.getenv("CHAT_DEPLOYMENT_NAME", "gpt-35-turbo"), + messages=[ + { + "role": "system", + "content": sys_prompt, + }, + {"role": "user", "content": question}, + ], + ) + raw_code = completion.choices[0].message.content + result = code_refine(raw_code) + return result +``` + +```shell +python math_to_code.py +``` + +## Trace visualization in flow test and batch run + +### Flow test +If your application is created with DAG flow, all flow test and batch run will be automatically enable trace function. Take the **[chat_with_pdf](https://github.com/microsoft/promptflow/tree/main/examples/flows/chat/chat-with-pdf/)** as example. + +Run `pf flow test --flow .`, each flow test will generate single line in the trace UI: +![flow-trace-record](../../media/trace/flow-trace-records.png) + +Click a record, the trace details will be visualized as tree view. + +![flow-trace-detail](../../media/trace/flow-trace-detail.png) + +### Evaluate against batch data +Keep using **[chat_with_pdf](https://github.com/microsoft/promptflow/tree/main/examples/flows/chat/chat-with-pdf)** as example, to trigger a batch run, you can use below commands: + +```shell +pf run create -f batch_run.yaml +``` +Or +```shell +pf run create --flow . --data "./data/bert-paper-qna.jsonl" --column-mapping chat_history='${data.chat_history}' pdf_url='${data.pdf_url}' question='${data.question}' +``` +Then you will get a run related trace URL, e.g. http://localhost:/v1.0/ui/traces?run=chat_with_pdf_20240226_181222_219335 + +![batch_run_record](../../media/trace/batch_run_record.png) \ No newline at end of file diff --git a/scripts/docs/conf.py b/scripts/docs/conf.py index 966d3a448c3..3c00119f38c 100644 --- a/scripts/docs/conf.py +++ b/scripts/docs/conf.py @@ -55,6 +55,8 @@ "deploy-using-docker.html", "deploy-using-kubernetes.html", "https://portal.azure.com/#create/Microsoft.CognitiveServicesTextAnalytics", # sphinx recognizes #create as an anchor while it's not. # noqa: E501 + r"https://github\.com/microsoft/promptflow/tree/main/examples/flex-flows", # remove when sample PR merged + r"https://github\.com/microsoft/promptflow/tree/main/examples/tutorials/tracing", # remove when sample PR merged ] linkcheck_exclude_documents = ["contributing"] From 9f3a3bca2dd5f7207ed910ad07aa014ac74b95b5 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 15 Apr 2024 18:44:52 +0800 Subject: [PATCH 105/119] refine doc --- docs/concepts/concept-flows.md | 2 +- docs/how-to-guides/tracing/index.md | 4 ++-- examples/prompty/basic/README.md | 2 +- examples/prompty/chat-basic/README.md | 2 +- examples/prompty/eval-apology/README.md | 2 ++ examples/prompty/eval-basic/README.md | 2 +- scripts/docs/conf.py | 4 ++-- 7 files changed, 10 insertions(+), 8 deletions(-) diff --git a/docs/concepts/concept-flows.md b/docs/concepts/concept-flows.md index d33500566aa..a30a67aca17 100644 --- a/docs/concepts/concept-flows.md +++ b/docs/concepts/concept-flows.md @@ -6,7 +6,7 @@ While how LLMs work may be elusive to many developers, how LLM apps work is not You can create LLM apps using a Python function or class as the entry point, which encapsulating your app logic. You can directly test or run these with pure code experience. Or you can define a `flow.flex.yaml` that points to these entries, which enables testing, running, or viewing traces via the [Promptflow VS Code Extension](https://marketplace.visualstudio.com/items?itemName=prompt-flow.prompt-flow). -Our [examples]((https://github.com/microsoft/promptflow/tree/main/examples/flex-flows)) should also give you an idea how to write `flex flows`. Flex flow feature is available since promptflow version 1.9.0. +Our [examples](https://github.com/microsoft/promptflow/tree/main/examples/flex-flows) should also give you an idea how to write `flex flows`. Flex flow feature is available since promptflow version 1.9.0. ## DAG flow diff --git a/docs/how-to-guides/tracing/index.md b/docs/how-to-guides/tracing/index.md index a49f66fe3b4..f1056ffed38 100644 --- a/docs/how-to-guides/tracing/index.md +++ b/docs/how-to-guides/tracing/index.md @@ -6,9 +6,9 @@ This is an experimental feature, and may change at any time. Learn [more](../faq Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows. -For `DAG flow` user can track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. +For `DAG flow`, user can track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. -For `Flex flow` developers, which might use different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications, we allow user to instrument their code in a [OpenTelemetry](https://opentelemetry.io/) compatible way, and visualize using UI provided by promptflow devkit. +For `Flex flow` developers, who might use different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications, prompt flow allow user to instrument their code in a [OpenTelemetry](https://opentelemetry.io/) compatible way, and visualize using UI provided by promptflow devkit. ## Instrumenting user's code diff --git a/examples/prompty/basic/README.md b/examples/prompty/basic/README.md index 069e2fb157f..42952137ceb 100644 --- a/examples/prompty/basic/README.md +++ b/examples/prompty/basic/README.md @@ -11,7 +11,7 @@ pip install promptflow-devkit ## Run prompty - Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. - +- Note: you need the new [gpt-35-turbo (0125) version](https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#gpt-35-models) to use the json_object response_format feature. - Setup environment variables Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You can create one refer to this [example file](../.env.example). diff --git a/examples/prompty/chat-basic/README.md b/examples/prompty/chat-basic/README.md index 069a50b85b7..4e5d669d255 100644 --- a/examples/prompty/chat-basic/README.md +++ b/examples/prompty/chat-basic/README.md @@ -51,7 +51,7 @@ pf connection show --name open_ai_connection ## Run prompty - Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. - +- Note: you need the new [gpt-35-turbo (0125) version](https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#gpt-35-models) to use the json_object response_format feature. - Setup environment variables Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You can create one refer to this [example file](../.env.example). diff --git a/examples/prompty/eval-apology/README.md b/examples/prompty/eval-apology/README.md index ce16045d382..f367e070d51 100644 --- a/examples/prompty/eval-apology/README.md +++ b/examples/prompty/eval-apology/README.md @@ -13,6 +13,8 @@ Go to "Prompt flow" "Connections" tab. Click on "Create" button, select one of L Currently, there are two connection types supported by LLM tool: "AzureOpenAI" and "OpenAI". If you want to use "AzureOpenAI" connection type, you need to create an Azure OpenAI service first. Please refer to [Azure OpenAI Service](https://azure.microsoft.com/en-us/products/cognitive-services/openai-service/) for more details. If you want to use "OpenAI" connection type, you need to create an OpenAI account first. Please refer to [OpenAI](https://platform.openai.com/) for more details. +Note: you need the new [gpt-35-turbo (0125) version](https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#gpt-35-models) to use the json_object response_format feature. + ```bash # Override keys with --set to avoid yaml file changes pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= diff --git a/examples/prompty/eval-basic/README.md b/examples/prompty/eval-basic/README.md index 71077c2f4cf..5202a43d70e 100644 --- a/examples/prompty/eval-basic/README.md +++ b/examples/prompty/eval-basic/README.md @@ -11,7 +11,7 @@ pip install promptflow-devkit ## Run prompty - Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. - +- Note: you need the new [gpt-35-turbo (0125) version](https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#gpt-35-models) to use the json_object response_format feature. - Setup environment variables Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You can create one refer to this [example file](../.env.example). diff --git a/scripts/docs/conf.py b/scripts/docs/conf.py index 3c00119f38c..630157b3140 100644 --- a/scripts/docs/conf.py +++ b/scripts/docs/conf.py @@ -55,8 +55,8 @@ "deploy-using-docker.html", "deploy-using-kubernetes.html", "https://portal.azure.com/#create/Microsoft.CognitiveServicesTextAnalytics", # sphinx recognizes #create as an anchor while it's not. # noqa: E501 - r"https://github\.com/microsoft/promptflow/tree/main/examples/flex-flows", # remove when sample PR merged - r"https://github\.com/microsoft/promptflow/tree/main/examples/tutorials/tracing", # remove when sample PR merged + "https://github.com/microsoft/promptflow/tree/main/examples/flex-flows", # remove when sample PR merged + "https://github.com/microsoft/promptflow/tree/main/examples/tutorials/tracing", # remove when sample PR merged ] linkcheck_exclude_documents = ["contributing"] From e652653785a98180b34d8a32cb2544adb08d9294 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Tue, 16 Apr 2024 11:21:42 +0800 Subject: [PATCH 106/119] refine prompty sample --- .../prompty/basic/prompty-quickstart.ipynb | 4 +- examples/prompty/chat-basic/README.md | 13 +--- .../chat-basic/chat-with-prompty.ipynb | 78 +++++++++++++------ 3 files changed, 60 insertions(+), 35 deletions(-) diff --git a/examples/prompty/basic/prompty-quickstart.ipynb b/examples/prompty/basic/prompty-quickstart.ipynb index a48887319a8..61f200fa2b1 100644 --- a/examples/prompty/basic/prompty-quickstart.ipynb +++ b/examples/prompty/basic/prompty-quickstart.ipynb @@ -54,7 +54,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Note: before running below cell, please configure required environment variable `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` by create an `.env` file. Please refer to [.env.example](../.env.example) as an template." + "Note: before running below cell, please configure required environment variable `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` by create an `.env` file. Please refer to [.env.example](../.env.example) as an template.\n", + "\n", + "Note: you need the new [gpt-35-turbo (0125) version](https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#gpt-35-models) to use the json_object response_format feature." ] }, { diff --git a/examples/prompty/chat-basic/README.md b/examples/prompty/chat-basic/README.md index 4e5d669d255..54b2440fcd8 100644 --- a/examples/prompty/chat-basic/README.md +++ b/examples/prompty/chat-basic/README.md @@ -37,6 +37,9 @@ Go to "Prompt flow" "Connections" tab. Click on "Create" button, select one of L Currently, there are two connection types supported by LLM tool: "AzureOpenAI" and "OpenAI". If you want to use "AzureOpenAI" connection type, you need to create an Azure OpenAI service first. Please refer to [Azure OpenAI Service](https://azure.microsoft.com/en-us/products/cognitive-services/openai-service/) for more details. If you want to use "OpenAI" connection type, you need to create an OpenAI account first. Please refer to [OpenAI](https://platform.openai.com/) for more details. +- Note: you need the new [gpt-35-turbo (0125) version](https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#gpt-35-models) to use the json_object response_format feature. + + ```bash # Override keys with --set to avoid yaml file changes pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= @@ -50,16 +53,6 @@ pf connection show --name open_ai_connection ## Run prompty -- Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. -- Note: you need the new [gpt-35-turbo (0125) version](https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#gpt-35-models) to use the json_object response_format feature. -- Setup environment variables - -Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You can create one refer to this [example file](../.env.example). - -```bash -cat ../.env -``` - - Test flow: single turn ```bash # run chat flow with default question in flow.flex.yaml TODO diff --git a/examples/prompty/chat-basic/chat-with-prompty.ipynb b/examples/prompty/chat-basic/chat-with-prompty.ipynb index e1c1a6297a9..6dbfa2f3ff2 100644 --- a/examples/prompty/chat-basic/chat-with-prompty.ipynb +++ b/examples/prompty/chat-basic/chat-with-prompty.ipynb @@ -27,7 +27,7 @@ "outputs": [], "source": [ "%%capture --no-stderr\n", - "%pip install promptflow-core" + "%pip install promptflow-devkit" ] }, { @@ -55,7 +55,57 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Note: before running below cell, please configure required environment variable `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` by create an `.env` file. Please refer to [.env.example](../.env.example) as an template." + "### Create necessary connections\n", + "Connection helps securely store and manage secret keys or other sensitive credentials required for interacting with LLM and other external tools for example Azure Content Safety.\n", + "\n", + "Above prompty uses connection `open_ai_connection` inside, we need to set up the connection if we haven't added it before. After created, it's stored in local db and can be used in any flow.\n", + "\n", + "Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one.\n", + "\n", + "Note: you need the new [gpt-35-turbo (0125) version](https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#gpt-35-models) to use the json_object response_format feature." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from promptflow.client import PFClient\n", + "from promptflow.connections import AzureOpenAIConnection, OpenAIConnection\n", + "\n", + "# client can help manage your runs and connections.\n", + "pf = PFClient()\n", + "try:\n", + " conn_name = \"open_ai_connection\"\n", + " conn = pf.connections.get(name=conn_name)\n", + " print(\"using existing connection\")\n", + "except:\n", + " # Follow https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/create-resource?pivots=web-portal to create an Azure Open AI resource.\n", + " connection = AzureOpenAIConnection(\n", + " name=conn_name,\n", + " api_key=\"\",\n", + " api_base=\"\",\n", + " api_type=\"azure\",\n", + " )\n", + "\n", + " # use this if you have an existing OpenAI account\n", + " # connection = OpenAIConnection(\n", + " # name=conn_name,\n", + " # api_key=\"\",\n", + " # )\n", + "\n", + " conn = pf.connections.create_or_update(connection)\n", + " print(\"successfully created connection\")\n", + "\n", + "print(conn)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute prompty as function" ] }, { @@ -152,17 +202,6 @@ "## 2. Batch run with multi-line data\n" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "%%capture --no-stderr\n", - "# batch run requires promptflow-devkit package\n", - "%pip install promptflow-devkit" - ] - }, { "cell_type": "code", "execution_count": null, @@ -171,19 +210,11 @@ "source": [ "from promptflow.client import PFClient\n", "\n", - "pf = PFClient()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ "flow = \"chat.prompty\" # path to the prompty file\n", "data = \"./data.jsonl\" # path to the data file\n", "\n", "# create run with the flow and data\n", + "pf = PFClient()\n", "base_run = pf.run(\n", " flow=flow,\n", " data=data,\n", @@ -254,8 +285,7 @@ "\n", "By now you've successfully run your first prompt flow and even did evaluation on it. That's great!\n", "\n", - "You can check out more examples:\n", - "- [Basic Chat](../chat-basic/README.md): demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message." + "You can check out more [Prompty Examples](../README.md)." ] } ], From 96e19b1b0b2c75d9f08003b4f081cdc16afa3c41 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Tue, 16 Apr 2024 11:33:02 +0800 Subject: [PATCH 107/119] refine trace doc --- examples/tutorials/tracing/README.md | 53 ++++++++++++++++++++++------ 1 file changed, 42 insertions(+), 11 deletions(-) diff --git a/examples/tutorials/tracing/README.md b/examples/tutorials/tracing/README.md index 3cc0e5f664c..b9831a809f5 100644 --- a/examples/tutorials/tracing/README.md +++ b/examples/tutorials/tracing/README.md @@ -2,15 +2,15 @@ resources: examples/tutorials/tracing/ --- -## Traces +## Tracing -Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows. +Prompt flow provides the tracing feature to capture and visualize the internal execution details for all flows. -For `DAG flow` user can track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. +For `DAG flow`, user can track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. -For `Flex flow` developers, which are using different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications, we allow user to instrument their code in a [OpenTelemetry](https://opentelemetry.io/) compatible way, and visualize using UI provided by promptflow devkit. +For `Flex flow` developers, who might use different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications, prompt flow allow user to instrument their code in a [OpenTelemetry](https://opentelemetry.io/) compatible way, and visualize using UI provided by promptflow devkit. -### LLM Trace +## Instrumenting user's code #### **`start_trace()` to enable trace for LLM calls** Let's start with the simplest example, add single line code to enable trace for LLM calls in your application. ```python @@ -39,7 +39,7 @@ With the trace url, user will see a trace list that corresponding to each LLM ca Click on line record, the LLM detail will be displayed with chat window experience, together with other LLM call params: ![LLM-trace-detail](../../../docs/media/trace/LLM-trace-detail.png) -More case of adding trace for autogen and langchain: +More examples of adding trace for [autogen](https://microsoft.github.io/autogen/) and [langchain](https://python.langchain.com/docs/get_started/introduction/): 1. **[Add trace for Autogen](./autogen-groupchat/)** @@ -52,14 +52,45 @@ More case of adding trace for autogen and langchain: #### **`@trace` to allow you trace for any function** More common scenario is the application has complicated code structure, and developer would like to add trace on critical path that they would like to debug and monitor. -See the **[math_to_code](./math_to_code.py)** example. Execute below command will get an URL to display the trace records and trace details of each test. +See the **[math_to_code](./math_to_code.py)** example. + +```python +from promptflow.tracing import trace +# trace your function +@trace +def code_gen(client: AzureOpenAI, question: str) -> str: + sys_prompt = ( + "I want you to act as a Math expert specializing in Algebra, Geometry, and Calculus. " + "Given the question, develop python code to model the user's question. " + "Make sure only reply the executable code, no other words." + ) + completion = client.chat.completions.create( + model=os.getenv("CHAT_DEPLOYMENT_NAME", "gpt-35-turbo"), + messages=[ + { + "role": "system", + "content": sys_prompt, + }, + {"role": "user", "content": question}, + ], + ) + raw_code = completion.choices[0].message.content + result = code_refine(raw_code) + return result +``` + +Execute below command will get an URL to display the trace records and trace details of each test. ```bash python math_to_code.py ``` -### Flow Traces -If your application is created with DAG flow, all flow test and batch run will be automatically enable trace function. Take the **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example. Run `pf flow test --flow .`, each flow test will generate single line in the trace UI: +## Trace visualization in flow test and batch run +### Flow test + +If your application is created with DAG flow, all flow test and batch run will be automatically enable trace function. Take the **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example. + +Run `pf flow test --flow .`, each flow test will generate single line in the trace UI: ![flow-trace-record](../../../docs/media/trace/flow-trace-records.png) Click a record, the trace details will be visualized as tree view. @@ -69,11 +100,11 @@ Click a record, the trace details will be visualized as tree view. ### Evaluate against batch data Keep using **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example, to trigger a batch run, you can use below commands: -```cmd +```shell pf run create -f batch_run.yaml ``` Or -```cmd +```shell pf run create --flow . --data "./data/bert-paper-qna.jsonl" --column-mapping chat_history='${data.chat_history}' pdf_url='${data.pdf_url}' question='${data.question}' ``` Then you will get a run related trace URL, e.g. http://localhost:52008/v1.0/ui/traces?run=chat_with_pdf_variant_0_20240226_181222_219335 From 3542fe625ace86bc35e5613ee94beeaf2bf0f627 Mon Sep 17 00:00:00 2001 From: Han Wang Date: Tue, 16 Apr 2024 14:25:10 +0800 Subject: [PATCH 108/119] Flex flow with connection examples (#2799) # Description Please add an informative description that covers that changes made by the pull request and link all relevant issues. This pull request primarily focuses on improving the setup and execution of chat flows in the `examples/flex-flows/chat-basic` and `examples/flex-flows/eval-checklist` directories. The changes include updates to the instructions in the `README.md` files, modifications to the `flow.flex.yaml`, `flow.py`, and `run.yml` files, and the introduction of a new `data.jsonl` file. The changes aim to enhance security by using connections instead of environment variables to handle sensitive data, and to simplify the process of running flows. **Changes to the `README.md` files:** * `examples/flex-flows/chat-basic/README.md` and `examples/flex-flows/eval-checklist/README.md`: The instructions for setting up and running flows have been updated to use connections instead of environment variables, which improves security by protecting sensitive data like the `api_key`. The instructions also include new steps for creating and using connections via the CLI. [[1]](diffhunk://#diff-08393bff4f14405b29b6116caadaba65d8f5560092d1e257fd659ea294a18958L34-R77) [[2]](diffhunk://#diff-08393bff4f14405b29b6116caadaba65d8f5560092d1e257fd659ea294a18958L91-R115) [[3]](diffhunk://#diff-cf04c1ce62617cf5416d92ee1ac72387d6a74a00377ec85a46290c3d0c4ba822L15-R89) **Changes to `flow.flex.yaml`, `flow.py`, and `run.yml` files:** * `examples/flex-flows/chat-basic/flow.flex.yaml` and `examples/flex-flows/eval-checklist/flow.flex.yaml`: The image used in the environment has been updated. [[1]](diffhunk://#diff-4191ca4210bc8ea07203c96879e13cd9bbca02412cc0c15fc603d87cfc124a7cL4-R4) [[2]](diffhunk://#diff-0b7c1bab5998bd6a2a19b5a30ac8fe40eb6480acccc5024306cb512c4bd7a981L5-R5) * `examples/flex-flows/chat-basic/flow.py` and `examples/flex-flows/eval-checklist/check_list.py`: The `__init__` method in the `ChatFlow` and `EvalFlow` classes now accepts a `connection` parameter of type `AzureOpenAIConnection`. The `check` function in `check_list.py` also accepts a `connection` parameter. These changes enable the use of connections instead of environment variables to handle sensitive data. [[1]](diffhunk://#diff-712e81e55bbcb456a16872ec9cd2c3ea99434b0277199bba7a2311dfccb8799cL31-R32) [[2]](diffhunk://#diff-b4c78fd0ce03cc89ca5b96fe203ea58200bdecad9a95b604aad6ad37563eee5eL27-R27) [[3]](diffhunk://#diff-b4c78fd0ce03cc89ca5b96fe203ea58200bdecad9a95b604aad6ad37563eee5eL40-L48) [[4]](diffhunk://#diff-b4c78fd0ce03cc89ca5b96fe203ea58200bdecad9a95b604aad6ad37563eee5eL62-R54) [[5]](diffhunk://#diff-b4c78fd0ce03cc89ca5b96fe203ea58200bdecad9a95b604aad6ad37563eee5eL72-R63) * `examples/flex-flows/chat-basic/run.yml` and `examples/flex-flows/eval-checklist/run.yml`: The `environment_variables` section has been replaced with an `init` section that specifies the connection to use. This change enhances security by using connections to handle sensitive data. [[1]](diffhunk://#diff-101cc4281c2c98e490c23adc2f74ab5b97fec842923a184e70df16fec8092babL4-R5) [[2]](diffhunk://#diff-dcf63cfc7e0324eb4e322603e4cf85c7da4ac08bcf64bb4f1fee97ee442b218cR1-R6) **New `data.jsonl` file:** * [`examples/flex-flows/eval-checklist/data.jsonl`](diffhunk://#diff-68e7f76ae2fed6d723d0d618bf06c0bb3aa9f951c2ff2afa57d6f8f19376c6d7R1): This new file contains data for evaluating the chat flow. # All Promptflow Contribution checklist: - [ ] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [ ] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [ ] Title of the pull request is clear and informative. - [ ] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. --- ...lexflows_basic_flexflowquickstartazure.yml | 54 ++++ .../basic/flex-flow-quickstart-azure.ipynb | 263 ++++++++++++++++++ examples/flex-flows/basic/flow.flex.yaml | 5 + .../flex-flows/basic/requirements-azure.txt | 1 + examples/flex-flows/basic/run.yml | 5 - examples/flex-flows/chat-basic/README.md | 66 ++--- examples/flex-flows/chat-basic/flow.py | 16 +- examples/flex-flows/chat-basic/run.yml | 7 +- examples/flex-flows/eval-checklist/README.md | 68 ++++- .../flex-flows/eval-checklist/check_list.py | 23 +- examples/flex-flows/eval-checklist/data.jsonl | 1 + examples/flex-flows/eval-checklist/run.yml | 6 + 12 files changed, 433 insertions(+), 82 deletions(-) create mode 100644 .github/workflows/samples_flexflows_basic_flexflowquickstartazure.yml create mode 100644 examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb create mode 100644 examples/flex-flows/basic/requirements-azure.txt create mode 100644 examples/flex-flows/eval-checklist/data.jsonl create mode 100644 examples/flex-flows/eval-checklist/run.yml diff --git a/.github/workflows/samples_flexflows_basic_flexflowquickstartazure.yml b/.github/workflows/samples_flexflows_basic_flexflowquickstartazure.yml new file mode 100644 index 00000000000..80809522575 --- /dev/null +++ b/.github/workflows/samples_flexflows_basic_flexflowquickstartazure.yml @@ -0,0 +1,54 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_flexflows_basic_flexflowquickstartazure +on: + schedule: + - cron: "10 22 * * *" # Every day starting at 6:10 BJT + pull_request: + branches: [ main ] + paths: [ examples/flex-flows/basic/**, examples/*requirements.txt, .github/workflows/samples_flexflows_basic_flexflowquickstartazure.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_flexflows_basic_flexflowquickstartazure: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Generate config.json for canary workspace (scheduled runs only) + if: github.event_name == 'schedule' + run: echo '${{ secrets.TEST_WORKSPACE_CONFIG_JSON_CANARY }}' > ${{ github.workspace }}/examples/config.json + - name: Generate config.json for production workspace + if: github.event_name != 'schedule' + run: echo '${{ secrets.EXAMPLE_WORKSPACE_CONFIG_JSON_PROD }}' > ${{ github.workspace }}/examples/config.json + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + run: | + python -m pip install --upgrade pip + pip install -r ${{ github.workspace }}/examples/requirements.txt + pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: Create Aoai Connection + run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" + - name: Test Notebook + working-directory: examples/flex-flows/basic + run: | + papermill -k python flex-flow-quickstart-azure.ipynb flex-flow-quickstart-azure.output.ipynb + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/flex-flows/basic diff --git a/examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb b/examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb new file mode 100644 index 00000000000..2e64641789c --- /dev/null +++ b/examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb @@ -0,0 +1,263 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Getting started with flex flow in Azure\n", + "\n", + "**Learning Objectives** - Upon completing this tutorial, you should be able to:\n", + "\n", + "- Write LLM application using notebook and visualize the trace of your application.\n", + "- Convert the application into a flow and batch run against multi lines of data.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 0. Install dependent packages" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%capture --no-stderr\n", + "%pip install -r ./requirements-azure.txt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Connection to workspace" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.1 Configure credential\n", + "\n", + "We are using `DefaultAzureCredential` to get access to workspace. \n", + "`DefaultAzureCredential` should be capable of handling most Azure SDK authentication scenarios. \n", + "\n", + "Reference for more available credentials if it does not work for you: [configure credential example](../../configuration.ipynb), [azure-identity reference doc](https://docs.microsoft.com/en-us/python/api/azure-identity/azure.identity?view=azure-python)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from azure.identity import DefaultAzureCredential, InteractiveBrowserCredential\n", + "\n", + "try:\n", + " credential = DefaultAzureCredential()\n", + " # Check if given credential can get token successfully.\n", + " credential.get_token(\"https://management.azure.com/.default\")\n", + "except Exception as ex:\n", + " # Fall back to InteractiveBrowserCredential in case DefaultAzureCredential not work\n", + " credential = InteractiveBrowserCredential()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.2 Get a handle to the workspace\n", + "\n", + "We use config file to connect to a workspace. The Azure ML workspace should be configured with computer cluster. [Check this notebook for configure a workspace](../../configuration.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from promptflow.azure import PFClient\n", + "\n", + "# Get a handle to workspace\n", + "pf = PFClient.from_config(credential=credential)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1.3 Create necessary connections\n", + "Connection helps securely store and manage secret keys or other sensitive credentials required for interacting with LLM and other external tools for example Azure Content Safety.\n", + "\n", + "In this notebook, we will use flow `basic` flex flow which uses connection `open_ai_connection` inside, we need to set up the connection if we haven't added it before.\n", + "\n", + "Prepare your Azure OpenAI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one.\n", + "\n", + "Please go to [workspace portal](https://ml.azure.com/), click `Prompt flow` -> `Connections` -> `Create`, then follow the instruction to create your own connections. \n", + "Learn more on [connections](https://learn.microsoft.com/en-us/azure/machine-learning/prompt-flow/concept-connections?view=azureml-api-2)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Batch run the function as flow with multi-line data\n", + "\n", + "Create a [flow.flex.yaml](flow.flex.yaml) file to define a flow which entry pointing to the python function we defined.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# show the flow.flex.yaml content\n", + "with open(\"flow.flex.yaml\") as fin:\n", + " print(fin.read())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 1. Batch run with a data file (with multiple lines of test data)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "flow = \".\" # path to the flow directory\n", + "data = \"./data.jsonl\" # path to the data file\n", + "\n", + "# create run with the flow and data\n", + "base_run = pf.run(\n", + " flow=flow,\n", + " data=data,\n", + " column_mapping={\n", + " \"text\": \"${data.text}\",\n", + " },\n", + " stream=True,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "details = pf.get_details(base_run)\n", + "details.head(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Evaluate your flow\n", + "Then you can use an evaluation method to evaluate your flow. The evaluation methods are also flows which usually using LLM assert the produced output matches certain expectation. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Run evaluation on the previous batch run\n", + "The **base_run** is the batch run we completed in step 2 above, for web-classification flow with \"data.jsonl\" as input." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "eval_flow = \"../eval-code-quality/flow.flex.yaml\"\n", + "\n", + "eval_run = pf.run(\n", + " flow=eval_flow,\n", + " data=\"./data.jsonl\", # path to the data file\n", + " run=base_run, # specify base_run as the run you want to evaluate\n", + " column_mapping={\n", + " \"code\": \"${run.outputs.output}\",\n", + " },\n", + " stream=True,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "details = pf.get_details(eval_run)\n", + "details.head(10)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "\n", + "metrics = pf.get_metrics(eval_run)\n", + "print(json.dumps(metrics, indent=4))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "pf.visualize([base_run, eval_run])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Next Steps\n", + "\n", + "By now you've successfully run your first prompt flow and even did evaluation on it. That's great!\n", + "\n", + "You can check out more examples:\n", + "- [Basic Chat](../chat-basic/README.md): demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message." + ] + } + ], + "metadata": { + "description": "A quickstart tutorial to run a flex flow and evaluate it.", + "kernelspec": { + "display_name": "prompt_flow", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + }, + "resources": "examples/requirements-azure.txt, examples/flex-flows/basic, examples/flex-flows/eval-code-quality" + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/flex-flows/basic/flow.flex.yaml b/examples/flex-flows/basic/flow.flex.yaml index 1bb0da2d898..fa95b3a516f 100644 --- a/examples/flex-flows/basic/flow.flex.yaml +++ b/examples/flex-flows/basic/flow.flex.yaml @@ -3,3 +3,8 @@ entry: programmer:write_simple_program environment: # image: mcr.microsoft.com/azureml/promptflow/promptflow-python python_requirements_txt: requirements.txt +environment_variables: + # environment variables from connection + AZURE_OPENAI_API_KEY: ${open_ai_connection.api_key} + AZURE_OPENAI_ENDPOINT: ${open_ai_connection.api_base} + AZURE_OPENAI_API_TYPE: azure diff --git a/examples/flex-flows/basic/requirements-azure.txt b/examples/flex-flows/basic/requirements-azure.txt new file mode 100644 index 00000000000..f72e46bfbb6 --- /dev/null +++ b/examples/flex-flows/basic/requirements-azure.txt @@ -0,0 +1 @@ +promptflow-azure diff --git a/examples/flex-flows/basic/run.yml b/examples/flex-flows/basic/run.yml index d1afe0babf9..1838ebd4eb0 100644 --- a/examples/flex-flows/basic/run.yml +++ b/examples/flex-flows/basic/run.yml @@ -1,10 +1,5 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Run.schema.json flow: . data: data.jsonl -environment_variables: - # environment variables from connection - AZURE_OPENAI_API_KEY: ${open_ai_connection.api_key} - AZURE_OPENAI_ENDPOINT: ${open_ai_connection.api_base} - AZURE_OPENAI_API_TYPE: azure column_mapping: text: ${data.text} diff --git a/examples/flex-flows/chat-basic/README.md b/examples/flex-flows/chat-basic/README.md index b4435ab49c2..82e5a916129 100644 --- a/examples/flex-flows/chat-basic/README.md +++ b/examples/flex-flows/chat-basic/README.md @@ -31,40 +31,50 @@ See api_base= --name open_ai_connection +``` + +Note in [flow.flex.yaml](flow.flex.yaml) we are using connection named `open_ai_connection`. +```bash +# show registered connection +pf connection show --name open_ai_connection ``` - Run as normal Python file + ```bash python flow.py ``` - Test flow +You'll need to write flow entry `flow.flex.yaml` to test with prompt flow. ```bash # run chat flow with default question in flow.flex.yaml -pf flow test --flow . +pf flow test --flow . --init connection=open_ai_connection # run chat flow with new question -pf flow test --flow . --inputs question="What's Azure Machine Learning?" +pf flow test --flow . --init connection=open_ai_connection --inputs question="What's Azure Machine Learning?" -pf flow test --flow . --inputs question="What is ChatGPT? Please explain with consise statement." +pf flow test --flow . --init connection=open_ai_connection --inputs question="What is ChatGPT? Please explain with consise statement." ``` - Create run with multiple lines data + ```bash -# using environment from .env file (loaded in user code: hello.py) -pf run create --flow . --data ./data.jsonl --column-mapping question='${data.question}' --stream +pf run create --flow . --init connection=open_ai_connection --data ./data.jsonl --column-mapping question='${data.question}' --stream ``` You can also skip providing `column-mapping` if provided data has same column name as the flow. @@ -88,41 +98,10 @@ pf run show-details --name $name pf run visualize --name $name ``` -## Run flow with connection -Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. - -- Show or create `open_ai_connection` -```bash -# create connection from `azure_openai.yml` file -# Override keys with --set to avoid yaml file changes -pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= - -# check if connection exists -pf connection show -n open_ai_connection -``` +## Run flow in cloud -- Test using connection secret specified in environment variables -**Note**: we used `'` to wrap value since it supports raw value without escape in powershell & bash. For windows command prompt, you may remove the `'` to avoid it become part of the value. - -```bash -# test with default input value in flow.flex.yaml -pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' -``` - -- Create run using connection secret binding specified in environment variables, see [run.yml](run.yml) -```bash -# create run -pf run create --flow . --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping question='${data.question}' -# create run using yaml file -pf run create --file run.yml --stream - -# show outputs -name=$(pf run list -r 10 | jq '.[] | select(.name | contains("chat_basic_")) | .name'| head -n 1 | tr -d '"') -pf run show-details --name $name -``` - -## Run flow in cloud with connection - Assume we already have a connection named `open_ai_connection` in workspace. + ```bash # set default workspace az account set -s @@ -130,8 +109,9 @@ az configure --defaults group= workspace= api_base= --name open_ai_connection +``` + +Note in [flow.flex.yaml](flow.flex.yaml) we are using connection named `open_ai_connection`. ```bash -cat ../.env +# show registered connection +pf connection show --name open_ai_connection ``` - Run as normal Python file + ```bash python check_list.py ``` - Test flow +You'll need to write flow entry `flow.flex.yaml` to test with prompt flow. + +```bash +pf flow test --flow . --init connection=open_ai_connection --inputs sample.json +``` + +- Create run with multiple lines data + +```bash +pf run create --flow . --init connection=open_ai_connection --data ./data.jsonl --stream +``` + +Reference [here](https://aka.ms/pf/column-mapping) for default behavior when `column-mapping` not provided in CLI. + +- List and show run meta + +```bash +# list created run +pf run list + +# get a sample run name + +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("chat_basic_")) | .name'| head -n 1 | tr -d '"') +# show specific run detail +pf run show --name $name + +# show output +pf run show-details --name $name + +# visualize run in browser +pf run visualize --name $name +``` + +## Run flow in cloud + +- Assume we already have a connection named `open_ai_connection` in workspace. + +```bash +# set default workspace +az account set -s +az configure --defaults group= workspace= +``` + +- Create run + ```bash -pf flow test --flow . --inputs sample.json -``` \ No newline at end of file +# run with environment variable reference connection in azureml workspace +pfazure run create --flow . --init connection=open_ai_connection --data ./data.jsonl --stream +# run using yaml file +pfazure run create --file run.yml --stream diff --git a/examples/flex-flows/eval-checklist/check_list.py b/examples/flex-flows/eval-checklist/check_list.py index f7a755e17b1..438dd2d82eb 100644 --- a/examples/flex-flows/eval-checklist/check_list.py +++ b/examples/flex-flows/eval-checklist/check_list.py @@ -24,7 +24,7 @@ def load_prompt( @trace -def check(answer: str, statement: str): +def check(answer: str, statement: str, connection: AzureOpenAIConnection): """Check the answer applies for the check statement.""" examples = [ { @@ -37,15 +37,6 @@ def check(answer: str, statement: str): prompt = load_prompt("prompt.md", answer, statement, examples) - if "AZURE_OPENAI_API_KEY" not in os.environ: - # load environment variables from .env file - load_dotenv() - - if "AZURE_OPENAI_API_KEY" not in os.environ: - raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") - - connection = AzureOpenAIConnection.from_env() - output = chat( connection=connection, prompt=prompt, @@ -59,8 +50,8 @@ def check(answer: str, statement: str): class EvalFlow: - def __init__(self) -> None: - pass + def __init__(self, connection: AzureOpenAIConnection): + self.connection = connection def __call__(self, answer: str, statements: dict): """Check the answer applies for a collection of check statement.""" @@ -69,13 +60,14 @@ def __call__(self, answer: str, statements: dict): results = {} for key, statement in statements.items(): - r = check(answer=answer, statement=statement) + r = check(answer=answer, statement=statement, connection=self.connection) results[key] = r return results if __name__ == "__main__": from promptflow.tracing import start_trace + from promptflow.client import PFClient start_trace() @@ -90,7 +82,10 @@ def __call__(self, answer: str, statements: dict): "correctness": "It contains a detailed explanation of ChatGPT.", "consise": "It is a consise statement.", } - flow = EvalFlow() + + pf = PFClient() + connection = pf.connections.get("open_ai_connection", with_secrets=True) + flow = EvalFlow(connection=connection) result = flow( answer=answer, diff --git a/examples/flex-flows/eval-checklist/data.jsonl b/examples/flex-flows/eval-checklist/data.jsonl new file mode 100644 index 00000000000..9dbbec4fa07 --- /dev/null +++ b/examples/flex-flows/eval-checklist/data.jsonl @@ -0,0 +1 @@ +{"answer": "ChatGPT is a conversational AI model developed by OpenAI. It is based on the GPT-3 architecture and is designed to generate human-like responses to text inputs. ChatGPT is capable of understanding and responding to a wide range of topics and can be used for tasks such as answering questions, generating creative content, and providing assistance with various tasks. The model has been trained on a diverse range of internet text and is constantly being updated to improve its performance and capabilities. ChatGPT is available through the OpenAI API and can be accessed by developers and researchers to build applications and tools that leverage its capabilities.", "statements": { "correctness": "It contains a detailed explanation of ChatGPT." }} \ No newline at end of file diff --git a/examples/flex-flows/eval-checklist/run.yml b/examples/flex-flows/eval-checklist/run.yml new file mode 100644 index 00000000000..f208b58bfc2 --- /dev/null +++ b/examples/flex-flows/eval-checklist/run.yml @@ -0,0 +1,6 @@ +$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Run.schema.json +flow: . +data: data.jsonl +init: + connection: open_ai_connection + From 05f20d98b01fcd866d948bc2ebff05217c46e51d Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Tue, 16 Apr 2024 14:46:37 +0800 Subject: [PATCH 109/119] refine sample --- .../basic/flex-flow-quickstart-azure.ipynb | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb b/examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb index 2e64641789c..1d4b8126aee 100644 --- a/examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb +++ b/examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb @@ -40,7 +40,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### 1.1 Configure credential\n", + "### Configure credential\n", "\n", "We are using `DefaultAzureCredential` to get access to workspace. \n", "`DefaultAzureCredential` should be capable of handling most Azure SDK authentication scenarios. \n", @@ -69,7 +69,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### 1.2 Get a handle to the workspace\n", + "### Get a handle to the workspace\n", "\n", "We use config file to connect to a workspace. The Azure ML workspace should be configured with computer cluster. [Check this notebook for configure a workspace](../../configuration.ipynb)" ] @@ -90,7 +90,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### 1.3 Create necessary connections\n", + "### Create necessary connections\n", "Connection helps securely store and manage secret keys or other sensitive credentials required for interacting with LLM and other external tools for example Azure Content Safety.\n", "\n", "In this notebook, we will use flow `basic` flex flow which uses connection `open_ai_connection` inside, we need to set up the connection if we haven't added it before.\n", @@ -105,7 +105,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## 1. Batch run the function as flow with multi-line data\n", + "## 2. Batch run the function as flow with multi-line data\n", "\n", "Create a [flow.flex.yaml](flow.flex.yaml) file to define a flow which entry pointing to the python function we defined.\n" ] @@ -125,7 +125,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### 1. Batch run with a data file (with multiple lines of test data)\n" + "### Batch run with a data file (with multiple lines of test data)\n" ] }, { @@ -162,7 +162,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## 2. Evaluate your flow\n", + "## 3. Evaluate your flow\n", "Then you can use an evaluation method to evaluate your flow. The evaluation methods are also flows which usually using LLM assert the produced output matches certain expectation. " ] }, From 420dcefe5e8006cc71b9e025e3a707f9e62c0364 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Tue, 16 Apr 2024 14:51:19 +0800 Subject: [PATCH 110/119] refine sample --- examples/README.md | 3 ++- examples/flex-flows/README.md | 1 + examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb | 2 +- 3 files changed, 4 insertions(+), 2 deletions(-) diff --git a/examples/README.md b/examples/README.md index e42473ad997..f4846fcc2f7 100644 --- a/examples/README.md +++ b/examples/README.md @@ -33,7 +33,7 @@ | [docker](tutorials/flow-deploy/docker/README.md) | [![samples_tutorials_flow_deploy_docker](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_docker.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_docker.yml) | This example demos how to deploy flow as a docker app | | [kubernetes](tutorials/flow-deploy/kubernetes/README.md) | [![samples_tutorials_flow_deploy_kubernetes](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_kubernetes.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_kubernetes.yml) | This example demos how to deploy flow as a Kubernetes app | | [promptflow-quality-improvement](tutorials/flow-fine-tuning-evaluation/promptflow-quality-improvement.md) | [![samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml) | This tutorial is designed to enhance your understanding of improving flow quality through prompt tuning and evaluation | -| [tracing](tutorials/tracing/README.md) | [![samples_tutorials_tracing](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_tracing.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_tracing.yml) | Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows | +| [tracing](tutorials/tracing/README.md) | [![samples_tutorials_tracing](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_tracing.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_tracing.yml) | Prompt flow provides the tracing feature to capture and visualize the internal execution details for all flows | ### Prompty ([prompty](prompty)) @@ -138,6 +138,7 @@ | [otlp-trace-collector.ipynb](tutorials/tracing/custom-otlp-collector/otlp-trace-collector.ipynb) | [![samples_tracing_customotlpcollector_otlptracecollector](https://github.com/microsoft/promptflow/actions/workflows/samples_tracing_customotlpcollector_otlptracecollector.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tracing_customotlpcollector_otlptracecollector.yml) | A tutorial on how to levarage custom OTLP collector. | | [trace-langchain.ipynb](tutorials/tracing/langchain/trace-langchain.ipynb) | [![samples_tracing_langchain_tracelangchain](https://github.com/microsoft/promptflow/actions/workflows/samples_tracing_langchain_tracelangchain.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tracing_langchain_tracelangchain.yml) | Tracing LLM calls in langchain application | | [connection.ipynb](connections/connection.ipynb) | [![samples_connections_connection](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml) | Manage various types of connections using sdk | +| [flex-flow-quickstart-azure.ipynb](flex-flows/basic/flex-flow-quickstart-azure.ipynb) | [![samples_flexflows_basic_flexflowquickstartazure](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstartazure.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstartazure.yml) | A quickstart tutorial to run a flex flow and evaluate it in azure. | | [flex-flow-quickstart.ipynb](flex-flows/basic/flex-flow-quickstart.ipynb) | [![samples_flexflows_basic_flexflowquickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstart.yml) | A quickstart tutorial to run a flex flow and evaluate it. | | [prompty-quickstart.ipynb](prompty/basic/prompty-quickstart.ipynb) | [![samples_prompty_basic_promptyquickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic_promptyquickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic_promptyquickstart.yml) | A quickstart tutorial to run a prompty and evaluate it. | | [chat-with-prompty.ipynb](prompty/chat-basic/chat-with-prompty.ipynb) | [![samples_prompty_chatbasic_chatwithprompty](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chatbasic_chatwithprompty.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chatbasic_chatwithprompty.yml) | A quickstart tutorial to run a chat prompty and evaluate it. | diff --git a/examples/flex-flows/README.md b/examples/flex-flows/README.md index 4b9e7f00a19..797211015ad 100644 --- a/examples/flex-flows/README.md +++ b/examples/flex-flows/README.md @@ -7,6 +7,7 @@ You can learn more on flex flow with examples in this folder. | path | status | description | ------|--------|------------- | [flex-flow-quickstart.ipynb](./basic/flex-flow-quickstart.ipynb) | [![samples_flexflows_basic_flexflowquickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstart.yml) | A quickstart tutorial to run a flex flow and evaluate it. | +| [flex-flow-quickstart-azure.ipynb](./basic/flex-flow-quickstart-azure.ipynb) | [![samples_flexflows_basic_flexflowquickstartazure](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstartazure.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstartazure.yml) | A quickstart tutorial to run a flex flow and evaluate it in azure. | ## CLI examples | path | status | description | diff --git a/examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb b/examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb index 1d4b8126aee..644cdec9f7a 100644 --- a/examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb +++ b/examples/flex-flows/basic/flex-flow-quickstart-azure.ipynb @@ -238,7 +238,7 @@ } ], "metadata": { - "description": "A quickstart tutorial to run a flex flow and evaluate it.", + "description": "A quickstart tutorial to run a flex flow and evaluate it in azure.", "kernelspec": { "display_name": "prompt_flow", "language": "python", From 726016b3886ac7cc2a338e0af0d786f8aafff910 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Tue, 16 Apr 2024 15:28:34 +0800 Subject: [PATCH 111/119] fix ci --- docs/concepts/concept-flows.md | 4 +++- docs/how-to-guides/tracing/index.md | 2 ++ examples/flex-flows/chat-basic/README.md | 2 +- examples/flex-flows/eval-checklist/README.md | 2 +- 4 files changed, 7 insertions(+), 3 deletions(-) diff --git a/docs/concepts/concept-flows.md b/docs/concepts/concept-flows.md index a30a67aca17..826b45860d5 100644 --- a/docs/concepts/concept-flows.md +++ b/docs/concepts/concept-flows.md @@ -4,9 +4,11 @@ While how LLMs work may be elusive to many developers, how LLM apps work is not ## Flex flows +{bdg-success-line}`New in version 1.9.0` + You can create LLM apps using a Python function or class as the entry point, which encapsulating your app logic. You can directly test or run these with pure code experience. Or you can define a `flow.flex.yaml` that points to these entries, which enables testing, running, or viewing traces via the [Promptflow VS Code Extension](https://marketplace.visualstudio.com/items?itemName=prompt-flow.prompt-flow). -Our [examples](https://github.com/microsoft/promptflow/tree/main/examples/flex-flows) should also give you an idea how to write `flex flows`. Flex flow feature is available since promptflow version 1.9.0. +Our [examples](https://github.com/microsoft/promptflow/tree/main/examples/flex-flows) should also give you an idea how to write `flex flows`. ## DAG flow diff --git a/docs/how-to-guides/tracing/index.md b/docs/how-to-guides/tracing/index.md index f1056ffed38..9c1c603b643 100644 --- a/docs/how-to-guides/tracing/index.md +++ b/docs/how-to-guides/tracing/index.md @@ -4,6 +4,8 @@ This is an experimental feature, and may change at any time. Learn [more](../faq.md#stable-vs-experimental). ::: +{bdg-success-line}`New in version 1.9.0` + Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows. For `DAG flow`, user can track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. diff --git a/examples/flex-flows/chat-basic/README.md b/examples/flex-flows/chat-basic/README.md index 82e5a916129..932f6de5cb2 100644 --- a/examples/flex-flows/chat-basic/README.md +++ b/examples/flex-flows/chat-basic/README.md @@ -43,7 +43,7 @@ Or use CLI to create connection: ```bash # Override keys with --set to avoid yaml file changes -pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= --name open_ai_connection +pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= --name open_ai_connection ``` Note in [flow.flex.yaml](flow.flex.yaml) we are using connection named `open_ai_connection`. diff --git a/examples/flex-flows/eval-checklist/README.md b/examples/flex-flows/eval-checklist/README.md index 607ea2c7f09..62632d1c1f8 100644 --- a/examples/flex-flows/eval-checklist/README.md +++ b/examples/flex-flows/eval-checklist/README.md @@ -20,7 +20,7 @@ Or use CLI to create connection: ```bash # Override keys with --set to avoid yaml file changes -pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= --name open_ai_connection +pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= --name open_ai_connection ``` Note in [flow.flex.yaml](flow.flex.yaml) we are using connection named `open_ai_connection`. From 377597e7d62fdc30d5e0324fe83f2c391b1d4745 Mon Sep 17 00:00:00 2001 From: Han Wang Date: Tue, 16 Apr 2024 15:50:39 +0800 Subject: [PATCH 112/119] fix CI --- examples/flex-flows/basic/README.md | 51 +++++++++-------------------- 1 file changed, 15 insertions(+), 36 deletions(-) diff --git a/examples/flex-flows/basic/README.md b/examples/flex-flows/basic/README.md index 59379f6e2e7..7d8bca0847c 100644 --- a/examples/flex-flows/basic/README.md +++ b/examples/flex-flows/basic/README.md @@ -25,7 +25,20 @@ cat ../.env python programmer.py ``` -- Test flow +- Test flow with connection + +Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. + +- Show or create `open_ai_connection` +```bash +# create connection from `azure_openai.yml` file +# Override keys with --set to avoid yaml file changes +pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= + +# check if connection exists +pf connection show -n open_ai_connection +``` + ```bash # test with default input value in flow.flex.yaml pf flow test --flow . @@ -62,39 +75,6 @@ pf run show-details --name $name pf run visualize --name $name ``` -## Run flow with connection -Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. - -- Show or create `open_ai_connection` -```bash -# create connection from `azure_openai.yml` file -# Override keys with --set to avoid yaml file changes -pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= - -# check if connection exists -pf connection show -n open_ai_connection -``` - -- Test using connection secret specified in environment variables -**Note**: we used `'` to wrap value since it supports raw value without escape in powershell & bash. For windows command prompt, you may remove the `'` to avoid it become part of the value. - -```bash -# test with default input value in flow.flex.yaml -pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' -``` - -- Create run using connection secret binding specified in environment variables, see [run.yml](run.yml) -```bash -# create run -pf run create --flow . --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping text='${data.text}' -# create run using yaml file -pf run create --file run.yml --stream - -# show outputs -name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_")) | .name'| head -n 1 | tr -d '"') -pf run show-details --name $name -``` - ## Run flow in cloud with connection - Assume we already have a connection named `open_ai_connection` in workspace. ```bash @@ -106,7 +86,7 @@ az configure --defaults group= workspace= Date: Tue, 16 Apr 2024 16:02:15 +0800 Subject: [PATCH 113/119] firstName -> first_name --- examples/prompty/basic/README.md | 2 +- examples/prompty/basic/basic.prompty | 6 +++--- examples/prompty/basic/data.jsonl | 6 +++--- examples/prompty/basic/prompty-quickstart.ipynb | 4 ++-- examples/prompty/basic/sample.json | 4 ++-- examples/prompty/chat-basic/chat-with-prompty.ipynb | 4 ++-- examples/prompty/chat-basic/chat.prompty | 10 +++++----- examples/prompty/chat-basic/data.jsonl | 6 +++--- examples/prompty/chat-basic/sample.json | 4 ++-- 9 files changed, 23 insertions(+), 23 deletions(-) diff --git a/examples/prompty/basic/README.md b/examples/prompty/basic/README.md index 42952137ceb..e66fcd72220 100644 --- a/examples/prompty/basic/README.md +++ b/examples/prompty/basic/README.md @@ -26,7 +26,7 @@ cat ../.env # pf flow test --flow basic.prompty # test with flow inputs -pf flow test --flow basic.prompty --inputs firstName="John" lastName="Doe" question="What is the meaning of life?" +pf flow test --flow basic.prompty --inputs first_name="John" last_name="Doe" question="What is the meaning of life?" # test with another sample data pf flow test --flow basic.prompty --inputs sample.json diff --git a/examples/prompty/basic/basic.prompty b/examples/prompty/basic/basic.prompty index ecbf891d4ee..f30e21f11b3 100644 --- a/examples/prompty/basic/basic.prompty +++ b/examples/prompty/basic/basic.prompty @@ -14,9 +14,9 @@ model: response_format: type: json_object inputs: - firstName: + first_name: type: string - lastName: + last_name: type: string question: type: string @@ -27,7 +27,7 @@ You are an AI assistant who helps people find information. As the assistant, you answer questions briefly, succinctly. Your structured response. Only accepts JSON format, likes below: {"name": customer_name, "answer": the answer content} -You are helping {{firstName}} {{lastName}} to find answers to their questions. +You are helping {{first_name}} {{last_name}} to find answers to their questions. Use their name to address them in your responses. user: diff --git a/examples/prompty/basic/data.jsonl b/examples/prompty/basic/data.jsonl index dc95966b8b1..963441d5c87 100644 --- a/examples/prompty/basic/data.jsonl +++ b/examples/prompty/basic/data.jsonl @@ -1,3 +1,3 @@ -{"firstName": "John", "lastName": "Doe", "question": "What is capital of France?", "ground_truth": "Paris"} -{"firstName": "John", "lastName": "Doe", "question": "What is the meaning of life?", "ground_truth": "The meaning of life is subjective and can vary greatly depending on one's personal beliefs. Some people may find meaning through personal growth, love, or contribution to others, while others may find it through religious or spiritual beliefs. Ultimately, the meaning of life is a deeply personal and subjective concept."} -{"firstName": "John", "lastName": "Doe", "question": "What are the planets in Sun system?", "ground_truth":"The planets in the Solar System are Mercury, Venus, Earth, Mars, Jupiter, Saturn, Uranus, and Neptune."} \ No newline at end of file +{"first_name": "John", "last_name": "Doe", "question": "What is capital of France?", "ground_truth": "Paris"} +{"first_name": "John", "last_name": "Doe", "question": "What is the meaning of life?", "ground_truth": "The meaning of life is subjective and can vary greatly depending on one's personal beliefs. Some people may find meaning through personal growth, love, or contribution to others, while others may find it through religious or spiritual beliefs. Ultimately, the meaning of life is a deeply personal and subjective concept."} +{"first_name": "John", "last_name": "Doe", "question": "What are the planets in Sun system?", "ground_truth":"The planets in the Solar System are Mercury, Venus, Earth, Mars, Jupiter, Saturn, Uranus, and Neptune."} \ No newline at end of file diff --git a/examples/prompty/basic/prompty-quickstart.ipynb b/examples/prompty/basic/prompty-quickstart.ipynb index 61f200fa2b1..df3e163369c 100644 --- a/examples/prompty/basic/prompty-quickstart.ipynb +++ b/examples/prompty/basic/prompty-quickstart.ipynb @@ -84,7 +84,7 @@ "# load prompty as a flow\n", "f = Flow.load(\"basic.prompty\")\n", "# execute the flow as function\n", - "result = f(firstName=\"John\", lastName=\"Doe\", question=\"What is the capital of France?\")\n", + "result = f(first_name=\"John\", last_name=\"Doe\", question=\"What is the capital of France?\")\n", "result" ] }, @@ -123,7 +123,7 @@ "# rerun the function, which will be recorded in the trace\n", "question = \"What is the capital of Japan?\"\n", "ground_truth = \"Tokyo\"\n", - "result = f(firstName=\"John\", lastName=\"Doe\", question=question)\n", + "result = f(first_name=\"John\", last_name=\"Doe\", question=question)\n", "result" ] }, diff --git a/examples/prompty/basic/sample.json b/examples/prompty/basic/sample.json index a622e01a6cf..9a6aa9cd9f5 100644 --- a/examples/prompty/basic/sample.json +++ b/examples/prompty/basic/sample.json @@ -1,5 +1,5 @@ { - "firstName": "John", - "lastName": "Doe", + "first_name": "John", + "last_name": "Doe", "question": "Who is the most famous person in the world?" } diff --git a/examples/prompty/chat-basic/chat-with-prompty.ipynb b/examples/prompty/chat-basic/chat-with-prompty.ipynb index 6dbfa2f3ff2..40fd9e4e498 100644 --- a/examples/prompty/chat-basic/chat-with-prompty.ipynb +++ b/examples/prompty/chat-basic/chat-with-prompty.ipynb @@ -120,7 +120,7 @@ "f = Flow.load(\"chat.prompty\")\n", "# execute the flow as function\n", "question = \"What is the capital of France?\"\n", - "result = f(firstName=\"John\", lastName=\"Doe\", question=question)\n", + "result = f(first_name=\"John\", last_name=\"Doe\", question=question)\n", "result" ] }, @@ -157,7 +157,7 @@ "outputs": [], "source": [ "# rerun the function, which will be recorded in the trace\n", - "result = f(firstName=\"John\", lastName=\"Doe\", question=question)\n", + "result = f(first_name=\"John\", last_name=\"Doe\", question=question)\n", "result" ] }, diff --git a/examples/prompty/chat-basic/chat.prompty b/examples/prompty/chat-basic/chat.prompty index 15962c3102f..4ae7aaff078 100644 --- a/examples/prompty/chat-basic/chat.prompty +++ b/examples/prompty/chat-basic/chat.prompty @@ -13,10 +13,10 @@ model: response_format: type: json_object inputs: - firstName: + first_name: type: string default: "Jane" - lastName: + last_name: type: string default: "Doe" question: @@ -29,8 +29,8 @@ outputs: type: string sample: - firstName: Jane - lastName: Doe + first_name: Jane + last_name: Doe question: What is the meaning of life? chat_history: [] @@ -41,7 +41,7 @@ As the assistant, you answer questions briefly, succinctly, and in a personable manner using markdown and even add some personal flair with appropriate emojis. Only accepts JSON format, likes below: {"answer": the answer content} -You are helping {{firstName}} {{lastName}} to find answers to their questions. +You are helping {{first_name}} {{last_name}} to find answers to their questions. Use their name to address them in your responses. {% for item in chat_history %} diff --git a/examples/prompty/chat-basic/data.jsonl b/examples/prompty/chat-basic/data.jsonl index 796112b0879..2578f7e65ea 100644 --- a/examples/prompty/chat-basic/data.jsonl +++ b/examples/prompty/chat-basic/data.jsonl @@ -1,3 +1,3 @@ -{"firstName": "John", "lastName": "Doe", "question": "What's chat-GPT?", "chat_history": []} -{"firstName": "John", "lastName": "Doe", "question": "How many questions did John Doe ask?", "chat_history": []} -{"firstName": "John", "lastName": "Doe", "question": "How many questions did John Doe ask?", "chat_history": [{"role": "user","content": "where is the nearest coffee shop?"},{"role": "system","content": "I'm sorry, I don't know that. Would you like me to look it up for you?"}]} \ No newline at end of file +{"first_name": "John", "last_name": "Doe", "question": "What's chat-GPT?", "chat_history": []} +{"first_name": "John", "last_name": "Doe", "question": "How many questions did John Doe ask?", "chat_history": []} +{"first_name": "John", "last_name": "Doe", "question": "How many questions did John Doe ask?", "chat_history": [{"role": "user","content": "where is the nearest coffee shop?"},{"role": "system","content": "I'm sorry, I don't know that. Would you like me to look it up for you?"}]} \ No newline at end of file diff --git a/examples/prompty/chat-basic/sample.json b/examples/prompty/chat-basic/sample.json index eed7879bd66..beae3ebfbc7 100644 --- a/examples/prompty/chat-basic/sample.json +++ b/examples/prompty/chat-basic/sample.json @@ -1,6 +1,6 @@ { - "firstName": "Jane", - "lastName": "Doe", + "first_name": "Jane", + "last_name": "Doe", "question": "How many questions did the user ask?", "chat_history": [ { From 8361a73dbe838531f90f1b619b38699244b1bc5f Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Tue, 16 Apr 2024 22:18:17 +0800 Subject: [PATCH 114/119] fix --- examples/flex-flows/chat-basic/flow.py | 3 --- examples/flex-flows/eval-checklist/README.md | 2 +- examples/flex-flows/eval-checklist/check_list.py | 3 --- examples/prompty/basic/README.md | 2 ++ examples/prompty/eval-basic/README.md | 2 ++ 5 files changed, 5 insertions(+), 7 deletions(-) diff --git a/examples/flex-flows/chat-basic/flow.py b/examples/flex-flows/chat-basic/flow.py index 20a49187207..dafafe80841 100644 --- a/examples/flex-flows/chat-basic/flow.py +++ b/examples/flex-flows/chat-basic/flow.py @@ -1,8 +1,6 @@ -import os from dataclasses import dataclass from pathlib import Path -from dotenv import load_dotenv from jinja2 import Template from promptflow.tracing import trace @@ -27,7 +25,6 @@ class Result: class ChatFlow: - def __init__(self, connection: AzureOpenAIConnection): self.connection = connection diff --git a/examples/flex-flows/eval-checklist/README.md b/examples/flex-flows/eval-checklist/README.md index 62632d1c1f8..e06ae496bd9 100644 --- a/examples/flex-flows/eval-checklist/README.md +++ b/examples/flex-flows/eval-checklist/README.md @@ -59,7 +59,7 @@ pf run list # get a sample run name -name=$(pf run list -r 10 | jq '.[] | select(.name | contains("chat_basic_")) | .name'| head -n 1 | tr -d '"') +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("eval_checklist_")) | .name'| head -n 1 | tr -d '"') # show specific run detail pf run show --name $name diff --git a/examples/flex-flows/eval-checklist/check_list.py b/examples/flex-flows/eval-checklist/check_list.py index 438dd2d82eb..b2cbcee702f 100644 --- a/examples/flex-flows/eval-checklist/check_list.py +++ b/examples/flex-flows/eval-checklist/check_list.py @@ -1,8 +1,6 @@ import json -import os from pathlib import Path -from dotenv import load_dotenv from jinja2 import Template from promptflow.tracing import trace @@ -49,7 +47,6 @@ def check(answer: str, statement: str, connection: AzureOpenAIConnection): class EvalFlow: - def __init__(self, connection: AzureOpenAIConnection): self.connection = connection diff --git a/examples/prompty/basic/README.md b/examples/prompty/basic/README.md index e66fcd72220..c1316c4f53e 100644 --- a/examples/prompty/basic/README.md +++ b/examples/prompty/basic/README.md @@ -18,6 +18,8 @@ Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You ```bash cat ../.env +# export .env as environment variable +export $(grep -v '^#' ../.env | xargs) ``` - Test prompty diff --git a/examples/prompty/eval-basic/README.md b/examples/prompty/eval-basic/README.md index 5202a43d70e..9175c98a7c9 100644 --- a/examples/prompty/eval-basic/README.md +++ b/examples/prompty/eval-basic/README.md @@ -18,6 +18,8 @@ Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You ```bash cat ../.env +# export .env as environment variable +export $(grep -v '^#' ../.env | xargs) ``` - Test flow From 261675cb0cd8d6ee571873217041c666f6803e92 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Tue, 16 Apr 2024 22:32:40 +0800 Subject: [PATCH 115/119] update --- docs/concepts/concept-flows.md | 4 +--- docs/how-to-guides/tracing/index.md | 2 -- 2 files changed, 1 insertion(+), 5 deletions(-) diff --git a/docs/concepts/concept-flows.md b/docs/concepts/concept-flows.md index f30f099bf4b..15e37906295 100644 --- a/docs/concepts/concept-flows.md +++ b/docs/concepts/concept-flows.md @@ -2,9 +2,7 @@ While how LLMs work may be elusive to many developers, how LLM apps work is not # Flows -## Flex flows - -{bdg-success-line}`New in version 1.9.0` +## Flex flow You can create LLM apps using a Python function or class as the entry point, which encapsulating your app logic. You can directly test or run these with pure code experience. Or you can define a `flow.flex.yaml` that points to these entries, which enables testing, running, or viewing traces via the [Promptflow VS Code Extension](https://marketplace.visualstudio.com/items?itemName=prompt-flow.prompt-flow). diff --git a/docs/how-to-guides/tracing/index.md b/docs/how-to-guides/tracing/index.md index 9c1c603b643..f1056ffed38 100644 --- a/docs/how-to-guides/tracing/index.md +++ b/docs/how-to-guides/tracing/index.md @@ -4,8 +4,6 @@ This is an experimental feature, and may change at any time. Learn [more](../faq.md#stable-vs-experimental). ::: -{bdg-success-line}`New in version 1.9.0` - Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows. For `DAG flow`, user can track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. From 7fe18ed4341dd7b4af5cac2dcdf41779a963b1cf Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 17 Apr 2024 09:04:40 +0800 Subject: [PATCH 116/119] resolve PM comments --- .../basic/flex-flow-quickstart.ipynb | 25 +++++-------------- examples/flex-flows/basic/programmer.py | 1 + .../tracing/langchain/trace-langchain.ipynb | 2 +- 3 files changed, 8 insertions(+), 20 deletions(-) diff --git a/examples/flex-flows/basic/flex-flow-quickstart.ipynb b/examples/flex-flows/basic/flex-flow-quickstart.ipynb index 00aaf278b26..232622c48cc 100644 --- a/examples/flex-flows/basic/flex-flow-quickstart.ipynb +++ b/examples/flex-flows/basic/flex-flow-quickstart.ipynb @@ -75,7 +75,7 @@ "\n", "# pls configure `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` environment variables first\n", "result = my_llm_tool(\n", - " prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\",\n", + " prompt=\"Write a simple Hello, world! program that displays the greeting message when executed. Output code only.\",\n", " deployment_name=deployment_name,\n", ")\n", "result" @@ -85,7 +85,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Visualize trace by using start_trace" + "### Visualize trace by using start_trace\n", + "\n", + "Note we add `@trace` in the `my_llm_tool` function, re-run below cell will collect a trace in trace UI." ] }, { @@ -97,25 +99,10 @@ "from promptflow.tracing import start_trace\n", "\n", "# start a trace session, and print a url for user to check trace\n", - "start_trace()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note we add `@trace` in the `my_llm_tool` function, re-run below cell will collect a trace in trace UI." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ + "start_trace()\n", "# rerun the function, which will be recorded in the trace\n", "result = my_llm_tool(\n", - " prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\",\n", + " prompt=\"Write a simple Hello, world! program that displays the greeting message when executed. Output code only.\",\n", " deployment_name=deployment_name,\n", ")\n", "result" diff --git a/examples/flex-flows/basic/programmer.py b/examples/flex-flows/basic/programmer.py index fb0c8f863f3..db8467d773c 100644 --- a/examples/flex-flows/basic/programmer.py +++ b/examples/flex-flows/basic/programmer.py @@ -35,6 +35,7 @@ def write_simple_program( if __name__ == "__main__": from promptflow.tracing import start_trace + start_trace() result = write_simple_program("Hello, world!", "gpt-35-turbo") print(result) diff --git a/examples/tutorials/tracing/langchain/trace-langchain.ipynb b/examples/tutorials/tracing/langchain/trace-langchain.ipynb index 312fd15f689..f5bbc269895 100644 --- a/examples/tutorials/tracing/langchain/trace-langchain.ipynb +++ b/examples/tutorials/tracing/langchain/trace-langchain.ipynb @@ -125,7 +125,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "You should be able to see traces of the chain in promptflow UI now." + "You should be able to see traces of the chain in promptflow UI now. Check the cell with `start_trace` on the trace UI url." ] }, { From 18de662270af4f8cd5f063ae2e5740fae63cc77d Mon Sep 17 00:00:00 2001 From: Honglin Du <0mza987@gmail.com> Date: Wed, 17 Apr 2024 12:39:03 +0800 Subject: [PATCH 117/119] update requirements --- examples/requirements.txt | 9 +++------ 1 file changed, 3 insertions(+), 6 deletions(-) diff --git a/examples/requirements.txt b/examples/requirements.txt index 18793a870f6..d1d23d11971 100644 --- a/examples/requirements.txt +++ b/examples/requirements.txt @@ -1,8 +1,5 @@ -promptflow-tracing @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow-tracing -promptflow-core @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow-core -promptflow-devkit @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow-devkit -promptflow-azure @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow-azure -promptflow @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow -promptflow-tools @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow-tools +--extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ +promptflow[azure]==1.9.0 +promptflow-tools python-dotenv bs4 From 048136ff070dd81a497aae73cbb0a0fbeb492c5f Mon Sep 17 00:00:00 2001 From: Honglin Du <0mza987@gmail.com> Date: Wed, 17 Apr 2024 15:42:14 +0800 Subject: [PATCH 118/119] trigger the examples --- examples/tutorials/tracing/math_to_code.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/examples/tutorials/tracing/math_to_code.py b/examples/tutorials/tracing/math_to_code.py index 8c1ed983ec6..780432061fb 100644 --- a/examples/tutorials/tracing/math_to_code.py +++ b/examples/tutorials/tracing/math_to_code.py @@ -1,9 +1,10 @@ +import ast +import os + from dotenv import load_dotenv from openai import AzureOpenAI -from promptflow.tracing import trace, start_trace -import ast -import os +from promptflow.tracing import start_trace, trace @trace @@ -54,7 +55,7 @@ def code_refine(original_code: str) -> str: @trace def code_gen(client: AzureOpenAI, question: str) -> str: sys_prompt = ( - "I want you to act as a Math expert specializing in Algebra, Geometry, and Calculus. " + "I want you to act as a math expert specializing in Algebra, Geometry, and Calculus. " "Given the question, develop python code to model the user's question. " "Make sure only reply the executable code, no other words." ) From 4722cc0b3a1aaa23d9a05913b300c7e81fccc654 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 17 Apr 2024 17:57:25 +0800 Subject: [PATCH 119/119] update --- examples/requirements.txt | 1 - 1 file changed, 1 deletion(-) diff --git a/examples/requirements.txt b/examples/requirements.txt index d1d23d11971..f7ca3edd40c 100644 --- a/examples/requirements.txt +++ b/examples/requirements.txt @@ -1,4 +1,3 @@ ---extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ promptflow[azure]==1.9.0 promptflow-tools python-dotenv

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See the **[math_to_code](./math_to_code.py)** example. Execute `python math_to_code.py` will get an URL to display the trace records and trace details of each test. diff --git a/examples/tutorials/trace/math_to_code.py b/examples/tutorials/trace/math_to_code.py index 0fd951095cf..c0e713a411b 100644 --- a/examples/tutorials/trace/math_to_code.py +++ b/examples/tutorials/trace/math_to_code.py @@ -3,6 +3,7 @@ import ast import os + @trace def infinite_loop_check(code_snippet): tree = ast.parse(code_snippet) @@ -12,6 +13,7 @@ def infinite_loop_check(code_snippet): return True return False + @trace def syntax_error_check(code_snippet): try: @@ -20,6 +22,7 @@ def syntax_error_check(code_snippet): return True return False + @trace def error_fix(code_snippet): tree = ast.parse(code_snippet) @@ -29,6 +32,7 @@ def error_fix(code_snippet): node.orelse = [ast.Pass()] return ast.unparse(tree) + @trace def code_refine(original_code: str) -> str: original_code = original_code.replace("python", "").replace("`", "").strip() @@ -50,9 +54,12 @@ def code_gen(client: AzureOpenAI, question: str) -> str: completion = client.chat.completions.create( model="my-dep", messages=[ - {"role": "system", "content": "I want you to act as a Math expert specializing in Algebra, Geometry, and Calculus. Given the question, develop python code to model the user's question. Make sure only reply the executable code, no other words."}, - {"role": "user", "content": question} - ] + { + "role": "system", + "content": "I want you to act as a Math expert specializing in Algebra, Geometry, and Calculus. Given the question, develop python code to model the user's question. Make sure only reply the executable code, no other words.", + }, + {"role": "user", "content": question}, + ], ) raw_code = completion.choices[0].message.content return code_refine(raw_code) @@ -70,4 +77,4 @@ def code_gen(client: AzureOpenAI, question: str) -> str: question = "What is 37593 * 67?" code = code_gen(client, question) - print(code) \ No newline at end of file + print(code) From b5b47c7d5a25b5c8b0dda4bc7b336dab4ac494ca Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 1 Mar 2024 09:24:42 +0800 Subject: [PATCH 043/119] fix flake8 --- examples/tutorials/trace/math_to_code.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/examples/tutorials/trace/math_to_code.py b/examples/tutorials/trace/math_to_code.py index c0e713a411b..7dbd7dce4e7 100644 --- a/examples/tutorials/trace/math_to_code.py +++ b/examples/tutorials/trace/math_to_code.py @@ -51,12 +51,17 @@ def code_refine(original_code: str) -> str: @trace def code_gen(client: AzureOpenAI, question: str) -> str: + sys_prompt = ( + "I want you to act as a Math expert specializing in Algebra, Geometry, and Calculus. " + "Given the question, develop python code to model the user's question. " + "Make sure only reply the executable code, no other words." + ) completion = client.chat.completions.create( model="my-dep", messages=[ { "role": "system", - "content": "I want you to act as a Math expert specializing in Algebra, Geometry, and Calculus. Given the question, develop python code to model the user's question. Make sure only reply the executable code, no other words.", + "content": sys_prompt, }, {"role": "user", "content": question}, ], From ee10fdb4401bf42abc2aae0516904d9b550abd4d Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 8 Mar 2024 13:45:18 +0800 Subject: [PATCH 044/119] change to promptflow.tracing --- examples/flows-code-first/basic/README.md | 3 ++- examples/flows-code-first/basic/flow.py | 8 ++++---- examples/flows-code-first/basic/llm.py | 2 +- examples/flows-code-first/basic/quickstart.ipynb | 6 +++--- examples/flows-code-first/chat-basic/README.md | 2 +- examples/flows-code-first/chat-basic/flow.py | 6 +++--- examples/flows-code-first/eval-checklist/check_list.py | 6 +++--- .../flows-code-first/eval-code-quality/code_quality.py | 6 +++--- examples/tutorials/trace/README.md | 6 +++--- .../trace/autogen-groupchat/agentchat_groupchat.ipynb | 4 ++-- examples/tutorials/trace/langchain/trace_langchain.ipynb | 4 ++-- examples/tutorials/trace/math_to_code.py | 2 +- 12 files changed, 28 insertions(+), 27 deletions(-) diff --git a/examples/flows-code-first/basic/README.md b/examples/flows-code-first/basic/README.md index 3568d5d31a1..44647b79730 100644 --- a/examples/flows-code-first/basic/README.md +++ b/examples/flows-code-first/basic/README.md @@ -1,4 +1,4 @@ -# Basic standard flow (code-first) +# Basic standard flow A basic standard flow using code-first approach calls Azure OpenAI with connection info stored in environment variables. ## Prerequisites @@ -123,3 +123,4 @@ pfazure run show-details --name $name # visualize run in browser pfazure run visualize --name $name ``` + diff --git a/examples/flows-code-first/basic/flow.py b/examples/flows-code-first/basic/flow.py index 1994ab0ac16..bcba7504a52 100644 --- a/examples/flows-code-first/basic/flow.py +++ b/examples/flows-code-first/basic/flow.py @@ -1,16 +1,16 @@ from dataclasses import dataclass from pathlib import Path +from typing import TypedDict from jinja2 import Template from llm import my_llm_tool -from promptflow import trace +from promptflow.tracing import trace BASE_DIR = Path(__file__).absolute().parent -@dataclass -class Result: +class Result(TypedDict): output: str @@ -31,7 +31,7 @@ def flow_entry(text: str = "Hello World!") -> Result: if __name__ == "__main__": - from promptflow import start_trace + from promptflow.tracing import start_trace start_trace() diff --git a/examples/flows-code-first/basic/llm.py b/examples/flows-code-first/basic/llm.py index 4d3cc6bee43..843fd9c9161 100644 --- a/examples/flows-code-first/basic/llm.py +++ b/examples/flows-code-first/basic/llm.py @@ -3,7 +3,7 @@ from dotenv import load_dotenv from openai.version import VERSION as OPENAI_VERSION -from promptflow import trace +from promptflow.tracing import trace def get_client(): diff --git a/examples/flows-code-first/basic/quickstart.ipynb b/examples/flows-code-first/basic/quickstart.ipynb index 780b0d7e61d..9179d370f93 100644 --- a/examples/flows-code-first/basic/quickstart.ipynb +++ b/examples/flows-code-first/basic/quickstart.ipynb @@ -85,7 +85,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Visualize trace by using promptflow.start_trace" + "### Visualize trace by using start_trace" ] }, { @@ -94,7 +94,7 @@ "metadata": {}, "outputs": [], "source": [ - "from promptflow import start_trace\n", + "from promptflow.tracing import start_trace\n", "\n", "# start a trace session, and print a url for user to check trace\n", "start_trace()" @@ -315,7 +315,7 @@ "By now you've successfully run your first prompt flow and even did evaluation on it. That's great!\n", "\n", "You can check out more examples:\n", - "- [Basic Chat](../../chat/chat-basic-code-first/): demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message." + "- [Basic Chat](../chat-basic/README.md): demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message." ] } ], diff --git a/examples/flows-code-first/chat-basic/README.md b/examples/flows-code-first/chat-basic/README.md index 93b0d8d70ce..d7775ffab84 100644 --- a/examples/flows-code-first/chat-basic/README.md +++ b/examples/flows-code-first/chat-basic/README.md @@ -1,4 +1,4 @@ -# Basic chat (code-first) +# Basic chat This example shows how to create a basic chat flow using code-first approach. It demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message. Tools used in this flow： diff --git a/examples/flows-code-first/chat-basic/flow.py b/examples/flows-code-first/chat-basic/flow.py index dbbf5c91bdb..e6c0afb6783 100644 --- a/examples/flows-code-first/chat-basic/flow.py +++ b/examples/flows-code-first/chat-basic/flow.py @@ -5,8 +5,8 @@ from dotenv import load_dotenv from jinja2 import Template -from promptflow import trace -from promptflow._sdk.entities import AzureOpenAIConnection +from promptflow.tracing import trace +from promptflow.connections import AzureOpenAIConnection from promptflow.tools.aoai import chat BASE_DIR = Path(__file__).absolute().parent @@ -55,7 +55,7 @@ def flow_entry(question: str = "What is ChatGPT?", chat_history: list = []) -> R if __name__ == "__main__": - from promptflow import start_trace + from promptflow.tracing import start_trace start_trace() diff --git a/examples/flows-code-first/eval-checklist/check_list.py b/examples/flows-code-first/eval-checklist/check_list.py index 49aa4a1afb7..e7b9ef19e05 100644 --- a/examples/flows-code-first/eval-checklist/check_list.py +++ b/examples/flows-code-first/eval-checklist/check_list.py @@ -5,8 +5,8 @@ from dotenv import load_dotenv from jinja2 import Template -from promptflow import trace -from promptflow._sdk.entities import AzureOpenAIConnection +from promptflow.tracing import trace +from promptflow.connections import AzureOpenAIConnection from promptflow.tools.aoai import chat BASE_DIR = Path(__file__).absolute().parent @@ -73,7 +73,7 @@ def check(answer: str, statement: str): if __name__ == "__main__": - from promptflow import start_trace + from promptflow.tracing import start_trace start_trace() diff --git a/examples/flows-code-first/eval-code-quality/code_quality.py b/examples/flows-code-first/eval-code-quality/code_quality.py index f3258d60e8e..c5d139f5312 100644 --- a/examples/flows-code-first/eval-code-quality/code_quality.py +++ b/examples/flows-code-first/eval-code-quality/code_quality.py @@ -6,8 +6,8 @@ from dotenv import load_dotenv from jinja2 import Template -from promptflow import trace -from promptflow._sdk.entities import AzureOpenAIConnection +from promptflow.tracing import trace +from promptflow.connections import AzureOpenAIConnection from promptflow.tools.aoai import AzureOpenAI BASE_DIR = Path(__file__).absolute().parent @@ -68,7 +68,7 @@ def eval_code(code: str) -> Result: if __name__ == "__main__": - from promptflow import start_trace + from promptflow.tracing import start_trace start_trace() result = eval_code('print("Hello, world!")') diff --git a/examples/tutorials/trace/README.md b/examples/tutorials/trace/README.md index 1ed54b70590..498fa158fbe 100644 --- a/examples/tutorials/trace/README.md +++ b/examples/tutorials/trace/README.md @@ -1,7 +1,7 @@ ## Installation * Install promptflow private wheel: ```cmd -pip install "promptflow==0.0.119699512" --extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ +pip install "promptflow==0.0.120619417" --extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ ``` * Enable internal features in your conda env ```cmd @@ -15,10 +15,10 @@ Today, DAG prompt flow has a way to track and visualize node level inputs/output Let's start with the simplest example, add single line code to enable trace for LLM calls in your application. ```python from openai import OpenAI -import promptflow as pf +from promptflow.tracing import start_trace # start_trace() will print a url for trace detail visualization -pf.start_trace() +start_trace() client = OpenAI() diff --git a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb index 516e4663135..9b76acec320 100644 --- a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb +++ b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb @@ -153,7 +153,7 @@ "metadata": {}, "outputs": [], "source": [ - "from promptflow import start_trace\n", + "from promptflow.tracing import start_trace\n", "\n", "# start a trace session, and print a url for user to check trace \n", "start_trace()" @@ -187,7 +187,7 @@ "By now you've successfully tracing LLM calls in your app using prompt flow.\n", "\n", "You can check out more examples:\n", - "- [Trace your flow](../../../flows/standard/basic-code-first/quickstart.ipynb): using promptflow @trace to structurally tracing your app and do evaluation on it with batch run." + "- [Trace your flow](../../../flows-code-first/basic/quickstart.ipynb): using promptflow @trace to structurally tracing your app and do evaluation on it with batch run." ] } ], diff --git a/examples/tutorials/trace/langchain/trace_langchain.ipynb b/examples/tutorials/trace/langchain/trace_langchain.ipynb index 1b8b63a85c3..5a5f370490d 100644 --- a/examples/tutorials/trace/langchain/trace_langchain.ipynb +++ b/examples/tutorials/trace/langchain/trace_langchain.ipynb @@ -47,7 +47,7 @@ "metadata": {}, "outputs": [], "source": [ - "from promptflow import start_trace\n", + "from promptflow.tracing import start_trace\n", "\n", "# start a trace session, and print a url for user to check trace\n", "start_trace()" @@ -137,7 +137,7 @@ "By now you've successfully tracing LLM calls in your app using prompt flow.\n", "\n", "You can check out more examples:\n", - "- [Trace your flow](../../../flows/standard/basic-code-first/quickstart.ipynb): using promptflow @trace to structurally tracing your app and do evaluation on it with batch run." + "- [Trace your flow](../../../flows-code-first/basic/quickstart.ipynb): using promptflow @trace to structurally tracing your app and do evaluation on it with batch run." ] } ], diff --git a/examples/tutorials/trace/math_to_code.py b/examples/tutorials/trace/math_to_code.py index 7dbd7dce4e7..5620e8713ab 100644 --- a/examples/tutorials/trace/math_to_code.py +++ b/examples/tutorials/trace/math_to_code.py @@ -1,5 +1,5 @@ from openai import AzureOpenAI -from promptflow import trace, start_trace +from promptflow.tracing import trace, start_trace import ast import os From a17489cd0d53f147f841584de417163112ca2baf Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 8 Mar 2024 14:45:36 +0800 Subject: [PATCH 045/119] refine the env vars --- examples/flows-code-first/.env.example | 2 ++ examples/flows-code-first/basic/.env.example | 3 --- examples/flows-code-first/basic/flow.py | 9 ++++--- examples/flows-code-first/basic/llm.py | 27 +++++++++---------- examples/flows-code-first/basic/paths.py | 2 +- .../flows-code-first/basic/quickstart.ipynb | 9 ++++--- .../flows-code-first/chat-basic/.env.example | 3 --- .../flows-code-first/chat-basic/README.md | 2 +- examples/flows-code-first/chat-basic/flow.py | 13 ++++----- .../eval-checklist/.env.example | 3 --- .../flows-code-first/eval-checklist/README.md | 2 +- .../eval-checklist/check_list.py | 12 +++------ .../eval-code-quality/.env.example | 3 --- .../eval-code-quality/README.md | 2 +- .../eval-code-quality/code_quality.py | 12 +++------ 15 files changed, 44 insertions(+), 60 deletions(-) create mode 100644 examples/flows-code-first/.env.example delete mode 100644 examples/flows-code-first/basic/.env.example delete mode 100644 examples/flows-code-first/chat-basic/.env.example delete mode 100644 examples/flows-code-first/eval-checklist/.env.example delete mode 100644 examples/flows-code-first/eval-code-quality/.env.example diff --git a/examples/flows-code-first/.env.example b/examples/flows-code-first/.env.example new file mode 100644 index 00000000000..4083fa3c5ad --- /dev/null +++ b/examples/flows-code-first/.env.example @@ -0,0 +1,2 @@ +AZURE_OPENAI_API_KEY= +AZURE_OPENAI_ENDPOINT= diff --git a/examples/flows-code-first/basic/.env.example b/examples/flows-code-first/basic/.env.example deleted file mode 100644 index a7745dcb26d..00000000000 --- a/examples/flows-code-first/basic/.env.example +++ /dev/null @@ -1,3 +0,0 @@ -OPENAI_API_KEY= -AZURE_OPENAI_ENDPOINT= -AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows-code-first/basic/flow.py b/examples/flows-code-first/basic/flow.py index bcba7504a52..d34d43487b6 100644 --- a/examples/flows-code-first/basic/flow.py +++ b/examples/flows-code-first/basic/flow.py @@ -1,4 +1,3 @@ -from dataclasses import dataclass from pathlib import Path from typing import TypedDict @@ -18,7 +17,9 @@ class Result(TypedDict): def load_prompt(jinja2_template: str, text: str) -> str: """Load prompt function.""" with open(BASE_DIR / jinja2_template, "r", encoding="utf-8") as f: - prompt = Template(f.read(), trim_blocks=True, keep_trailing_newline=True).render(text=text) + prompt = Template( + f.read(), trim_blocks=True, keep_trailing_newline=True + ).render(text=text) return prompt @@ -26,7 +27,9 @@ def load_prompt(jinja2_template: str, text: str) -> str: def flow_entry(text: str = "Hello World!") -> Result: """Flow entry function.""" prompt = load_prompt("hello.jinja2", text) - output = my_llm_tool(prompt=prompt, deployment_name="text-davinci-003", max_tokens=120) + output = my_llm_tool( + prompt=prompt, deployment_name="text-davinci-003", max_tokens=120 + ) return Result(output=output) diff --git a/examples/flows-code-first/basic/llm.py b/examples/flows-code-first/basic/llm.py index 843fd9c9161..af49ef04ba1 100644 --- a/examples/flows-code-first/basic/llm.py +++ b/examples/flows-code-first/basic/llm.py @@ -11,20 +11,17 @@ def get_client(): raise Exception( "Please upgrade your OpenAI package to version >= 1.0.0 or using the command: pip install --upgrade openai." ) - api_key = os.environ["OPENAI_API_KEY"] - conn = dict( - api_key=os.environ["OPENAI_API_KEY"], - ) - if api_key.startswith("sk-"): - from openai import OpenAI as Client + api_key = os.environ.get("OPENAI_API_KEY", None) + if api_key: + from openai import OpenAI + + return OpenAI() else: - from openai import AzureOpenAI as Client + from openai import AzureOpenAI - conn.update( - azure_endpoint=os.environ["AZURE_OPENAI_ENDPOINT"], - api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview"), + return AzureOpenAI( + api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview") ) - return Client(**conn) @trace @@ -47,12 +44,14 @@ def my_llm_tool( user: str = "", **kwargs, ) -> str: - if "OPENAI_API_KEY" not in os.environ: + if "OPENAI_API_KEY" not in os.environ and "AZURE_OPENAI_API_KEY" not in os.environ: # load environment variables from .env file load_dotenv() - if "OPENAI_API_KEY" not in os.environ: - raise Exception("Please specify environment variables: OPENAI_API_KEY") + if "OPENAI_API_KEY" not in os.environ and "AZURE_OPENAI_API_KEY" not in os.environ: + raise Exception( + "Please specify environment variables: OPENAI_API_KEY or AZURE_OPENAI_API_KEY" + ) response = get_client().completions.create( prompt=prompt, diff --git a/examples/flows-code-first/basic/paths.py b/examples/flows-code-first/basic/paths.py index 9c7dcb50e51..c2ea6db9ffb 100644 --- a/examples/flows-code-first/basic/paths.py +++ b/examples/flows-code-first/basic/paths.py @@ -2,5 +2,5 @@ import pathlib # Add the path to the evaluation code quality module -code_path = str(pathlib.Path(__file__).parent / '../eval-code-quality') +code_path = str(pathlib.Path(__file__).parent / "../eval-code-quality") sys.path.insert(0, code_path) diff --git a/examples/flows-code-first/basic/quickstart.ipynb b/examples/flows-code-first/basic/quickstart.ipynb index 9179d370f93..e9b1372680b 100644 --- a/examples/flows-code-first/basic/quickstart.ipynb +++ b/examples/flows-code-first/basic/quickstart.ipynb @@ -168,8 +168,9 @@ "%load_ext autoreload\n", "%autoreload 2\n", "\n", - "import paths # add the code_quality module to the path\n", + "import paths # add the code_quality module to the path\n", "from code_quality import eval_code\n", + "\n", "eval_result = eval_code(result)\n", "eval_result" ] @@ -208,6 +209,7 @@ "outputs": [], "source": [ "from promptflow import PFClient\n", + "\n", "pf = PFClient()" ] }, @@ -222,8 +224,8 @@ "\n", "# create run with the flow and data\n", "base_run = pf.run(\n", - " flow=flow, \n", - " data=data, \n", + " flow=flow,\n", + " data=data,\n", " column_mapping={\n", " \"text\": \"${data.text}\",\n", " },\n", @@ -293,6 +295,7 @@ "outputs": [], "source": [ "import json\n", + "\n", "metrics = pf.get_metrics(eval_run)\n", "print(json.dumps(metrics, indent=4))" ] diff --git a/examples/flows-code-first/chat-basic/.env.example b/examples/flows-code-first/chat-basic/.env.example deleted file mode 100644 index a7745dcb26d..00000000000 --- a/examples/flows-code-first/chat-basic/.env.example +++ /dev/null @@ -1,3 +0,0 @@ -OPENAI_API_KEY= -AZURE_OPENAI_ENDPOINT= -AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows-code-first/chat-basic/README.md b/examples/flows-code-first/chat-basic/README.md index d7775ffab84..3411661534e 100644 --- a/examples/flows-code-first/chat-basic/README.md +++ b/examples/flows-code-first/chat-basic/README.md @@ -41,7 +41,7 @@ See R """Flow entry function.""" prompt = load_prompt("chat.jinja2", question, chat_history) - if "OPENAI_API_KEY" not in os.environ: + + if "AZURE_OPENAI_API_KEY" not in os.environ: # load environment variables from .env file load_dotenv() - if "OPENAI_API_KEY" not in os.environ: - raise Exception("Please specify environment variables: OPENAI_API_KEY") + if "AZURE_OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") - connection = AzureOpenAIConnection( - api_key=os.environ["OPENAI_API_KEY"], - api_base=os.environ["AZURE_OPENAI_ENDPOINT"], - api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview"), - ) + connection = AzureOpenAIConnection.from_env() output = chat( connection=connection, diff --git a/examples/flows-code-first/eval-checklist/.env.example b/examples/flows-code-first/eval-checklist/.env.example deleted file mode 100644 index a7745dcb26d..00000000000 --- a/examples/flows-code-first/eval-checklist/.env.example +++ /dev/null @@ -1,3 +0,0 @@ -OPENAI_API_KEY= -AZURE_OPENAI_ENDPOINT= -AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows-code-first/eval-checklist/README.md b/examples/flows-code-first/eval-checklist/README.md index 5fbc692e74f..8bf553b1a69 100644 --- a/examples/flows-code-first/eval-checklist/README.md +++ b/examples/flows-code-first/eval-checklist/README.md @@ -14,7 +14,7 @@ pip install -r requirements.txt - Setup environment variables -Ensure you have put your azure open ai endpoint key in [.env](.env) file. You can create one refer to this [example file](.env.example). +Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You can create one refer to this [example file](../.env.example). ```bash cat .env diff --git a/examples/flows-code-first/eval-checklist/check_list.py b/examples/flows-code-first/eval-checklist/check_list.py index e7b9ef19e05..aa764cba473 100644 --- a/examples/flows-code-first/eval-checklist/check_list.py +++ b/examples/flows-code-first/eval-checklist/check_list.py @@ -48,18 +48,14 @@ def check(answer: str, statement: str): prompt = load_prompt("prompt.md", answer, statement, examples) - if "OPENAI_API_KEY" not in os.environ: + if "AZURE_OPENAI_API_KEY" not in os.environ: # load environment variables from .env file load_dotenv() - if "OPENAI_API_KEY" not in os.environ: - raise Exception("Please specify environment variables: OPENAI_API_KEY") + if "AZURE_OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") - connection = AzureOpenAIConnection( - api_key=os.environ["OPENAI_API_KEY"], - api_base=os.environ["AZURE_OPENAI_ENDPOINT"], - api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview"), - ) + connection = AzureOpenAIConnection.from_env() output = chat( connection=connection, diff --git a/examples/flows-code-first/eval-code-quality/.env.example b/examples/flows-code-first/eval-code-quality/.env.example deleted file mode 100644 index a7745dcb26d..00000000000 --- a/examples/flows-code-first/eval-code-quality/.env.example +++ /dev/null @@ -1,3 +0,0 @@ -OPENAI_API_KEY= -AZURE_OPENAI_ENDPOINT= -AZURE_OPENAI_API_TYPE=azure diff --git a/examples/flows-code-first/eval-code-quality/README.md b/examples/flows-code-first/eval-code-quality/README.md index 5b34973b156..e2ddc299858 100644 --- a/examples/flows-code-first/eval-code-quality/README.md +++ b/examples/flows-code-first/eval-code-quality/README.md @@ -14,7 +14,7 @@ pip install -r requirements.txt - Setup environment variables -Ensure you have put your azure open ai endpoint key in [.env](.env) file. You can create one refer to this [example file](.env.example). +Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You can create one refer to this [example file](../.env.example). ```bash cat .env diff --git a/examples/flows-code-first/eval-code-quality/code_quality.py b/examples/flows-code-first/eval-code-quality/code_quality.py index c5d139f5312..3abfa7ea410 100644 --- a/examples/flows-code-first/eval-code-quality/code_quality.py +++ b/examples/flows-code-first/eval-code-quality/code_quality.py @@ -44,18 +44,14 @@ def eval_code(code: str) -> Result: prompt = load_prompt("prompt.md", code, examples) - if "OPENAI_API_KEY" not in os.environ: + if "AZURE_OPENAI_API_KEY" not in os.environ: # load environment variables from .env file load_dotenv() - if "OPENAI_API_KEY" not in os.environ: - raise Exception("Please specify environment variables: OPENAI_API_KEY") + if "AZURE_OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") - connection = AzureOpenAIConnection( - api_key=os.environ["OPENAI_API_KEY"], - api_base=os.environ["AZURE_OPENAI_ENDPOINT"], - api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview"), - ) + connection = AzureOpenAIConnection.from_env() output = AzureOpenAI(connection).chat( prompt=prompt, From cabdb9d4f99c27005dafa7ac4d63f284f90790a8 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Thu, 14 Mar 2024 14:55:24 +0800 Subject: [PATCH 046/119] update --- examples/flows-code-first/basic/README.md | 2 +- examples/flows-code-first/basic/quickstart.ipynb | 2 +- examples/tutorials/trace/README.md | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/flows-code-first/basic/README.md b/examples/flows-code-first/basic/README.md index 44647b79730..a8d5d395081 100644 --- a/examples/flows-code-first/basic/README.md +++ b/examples/flows-code-first/basic/README.md @@ -14,7 +14,7 @@ pip install -r requirements.txt - Setup environment variables -Ensure you have put your azure open ai endpoint key in [.env](.env) file. You can create one refer to this [example file](.env.example). +Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You can create one refer to this [example file](../.env.example). ```bash cat .env diff --git a/examples/flows-code-first/basic/quickstart.ipynb b/examples/flows-code-first/basic/quickstart.ipynb index e9b1372680b..bdadd246e0a 100644 --- a/examples/flows-code-first/basic/quickstart.ipynb +++ b/examples/flows-code-first/basic/quickstart.ipynb @@ -208,7 +208,7 @@ "metadata": {}, "outputs": [], "source": [ - "from promptflow import PFClient\n", + "from promptflow.client import PFClient\n", "\n", "pf = PFClient()" ] diff --git a/examples/tutorials/trace/README.md b/examples/tutorials/trace/README.md index 498fa158fbe..0ab68e43589 100644 --- a/examples/tutorials/trace/README.md +++ b/examples/tutorials/trace/README.md @@ -1,7 +1,7 @@ ## Installation * Install promptflow private wheel: ```cmd -pip install "promptflow==0.0.120619417" --extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ +pip install "promptflow==0.0.121226113" --extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ ``` * Enable internal features in your conda env ```cmd From 466280be531d90ecc9c7b392e52b71fa43adbfc9 Mon Sep 17 00:00:00 2001 From: Zhengfei Wang Date: Fri, 15 Mar 2024 06:52:15 +0000 Subject: [PATCH 047/119] add tracing example --- examples/flows-code-first/tracing/llm.py | 86 ++++++++ .../tracing/otlp-collector.ipynb | 183 ++++++++++++++++++ .../flows-code-first/tracing/requirements.txt | 2 + 3 files changed, 271 insertions(+) create mode 100644 examples/flows-code-first/tracing/llm.py create mode 100644 examples/flows-code-first/tracing/otlp-collector.ipynb create mode 100644 examples/flows-code-first/tracing/requirements.txt diff --git a/examples/flows-code-first/tracing/llm.py b/examples/flows-code-first/tracing/llm.py new file mode 100644 index 00000000000..af49ef04ba1 --- /dev/null +++ b/examples/flows-code-first/tracing/llm.py @@ -0,0 +1,86 @@ +import os + +from dotenv import load_dotenv +from openai.version import VERSION as OPENAI_VERSION + +from promptflow.tracing import trace + + +def get_client(): + if OPENAI_VERSION.startswith("0."): + raise Exception( + "Please upgrade your OpenAI package to version >= 1.0.0 or using the command: pip install --upgrade openai." + ) + api_key = os.environ.get("OPENAI_API_KEY", None) + if api_key: + from openai import OpenAI + + return OpenAI() + else: + from openai import AzureOpenAI + + return AzureOpenAI( + api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview") + ) + + +@trace +def my_llm_tool( + prompt: str, + # for AOAI, deployment name is customized by user, not model name. + deployment_name: str, + suffix: str = None, + max_tokens: int = 120, + temperature: float = 1.0, + top_p: float = 1.0, + n: int = 1, + logprobs: int = None, + echo: bool = False, + stop: list = None, + presence_penalty: float = 0, + frequency_penalty: float = 0, + best_of: int = 1, + logit_bias: dict = {}, + user: str = "", + **kwargs, +) -> str: + if "OPENAI_API_KEY" not in os.environ and "AZURE_OPENAI_API_KEY" not in os.environ: + # load environment variables from .env file + load_dotenv() + + if "OPENAI_API_KEY" not in os.environ and "AZURE_OPENAI_API_KEY" not in os.environ: + raise Exception( + "Please specify environment variables: OPENAI_API_KEY or AZURE_OPENAI_API_KEY" + ) + + response = get_client().completions.create( + prompt=prompt, + model=deployment_name, + # empty string suffix should be treated as None. + suffix=suffix if suffix else None, + max_tokens=int(max_tokens), + temperature=float(temperature), + top_p=float(top_p), + n=int(n), + logprobs=int(logprobs) if logprobs else None, + echo=echo, + # fix bug "[] is not valid under any of the given schemas-'stop'" + stop=stop if stop else None, + presence_penalty=float(presence_penalty), + frequency_penalty=float(frequency_penalty), + best_of=int(best_of), + # Logit bias must be a dict if we passed it to openai api. + logit_bias=logit_bias if logit_bias else {}, + user=user, + ) + + # get first element because prompt is single. + return response.choices[0].text + + +if __name__ == "__main__": + result = my_llm_tool( + prompt="Write a simple Hello, world! program that displays the greeting message.", + deployment_name="text-davinci-003", + ) + print(result) diff --git a/examples/flows-code-first/tracing/otlp-collector.ipynb b/examples/flows-code-first/tracing/otlp-collector.ipynb new file mode 100644 index 00000000000..c9c55747f41 --- /dev/null +++ b/examples/flows-code-first/tracing/otlp-collector.ipynb @@ -0,0 +1,183 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Assume we already have a Python function that calls OpenAI API" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from dotenv import load_dotenv\n", + "\n", + "load_dotenv()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from llm import my_llm_tool\n", + "\n", + "deployment_name = \"text-davinci-003\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 0. Set up an OpenTelemetry collector\n", + "\n", + "Implement a simple collecotr that print the traces to stdout." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import threading\n", + "from http.server import BaseHTTPRequestHandler, HTTPServer\n", + "\n", + "from opentelemetry.proto.collector.trace.v1.trace_service_pb2 import ExportTraceServiceRequest\n", + "\n", + "\n", + "class OTLPCollector(BaseHTTPRequestHandler):\n", + " def do_POST(self):\n", + " content_length = int(self.headers['Content-Length'])\n", + " post_data = self.rfile.read(content_length)\n", + "\n", + " traces_request = ExportTraceServiceRequest()\n", + " traces_request.ParseFromString(post_data)\n", + " \n", + " print(\"Received a POST request with data:\")\n", + " print(traces_request)\n", + "\n", + " self.send_response(200, \"Traces received\")\n", + " self.end_headers()\n", + " self.wfile.write(b'Data received and printed to stdout.\\n')\n", + "\n", + "def run_server(port: int):\n", + " server_address = ('', port)\n", + " httpd = HTTPServer(server_address, OTLPCollector)\n", + " httpd.serve_forever()\n", + "\n", + "def start_server(port: int):\n", + " server_thread = threading.Thread(target=run_server, args=(port,))\n", + " server_thread.daemon = True\n", + " server_thread.start()\n", + " print(f\"Server started on port {port}. Access http://localhost:{port}/\")\n", + " return server_thread" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# invoke the collecotr service, serving on OTLP port\n", + "start_server(port=4318)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 1. Trace your application with tracing\n", + "\n", + "Call `start_trace()`, and configure the OTLP exporter to above collector." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from promptflow.tracing import start_trace\n", + "\n", + "start_trace()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from opentelemetry import trace\n", + "from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter\n", + "from opentelemetry.sdk.trace.export import BatchSpanProcessor" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "tracer_provider = trace.get_tracer_provider()\n", + "otlp_span_exporter = OTLPSpanExporter()\n", + "tracer_provider.add_span_processor(BatchSpanProcessor(otlp_span_exporter))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Visualize traces in the stdout." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "result = my_llm_tool(\n", + " prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\",\n", + " deployment_name=deployment_name,\n", + ")\n", + "result\n", + "# view the traces under this cell" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "tracing-rel", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/flows-code-first/tracing/requirements.txt b/examples/flows-code-first/tracing/requirements.txt new file mode 100644 index 00000000000..40421ab60df --- /dev/null +++ b/examples/flows-code-first/tracing/requirements.txt @@ -0,0 +1,2 @@ +opentelemetry-exporter-otlp-proto-http +python-dotenv From 2b530b41708da455ebdb1978f77c2f5b3fe551af Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 15 Mar 2024 16:27:49 +0800 Subject: [PATCH 048/119] rename as flex flows --- examples/{flows-code-first => flex-flows}/.env.example | 0 examples/{flows-code-first => flex-flows}/basic/README.md | 2 +- examples/{flows-code-first => flex-flows}/basic/data.jsonl | 0 examples/{flows-code-first => flex-flows}/basic/flow.dag.yaml | 0 examples/{flows-code-first => flex-flows}/basic/flow.py | 0 examples/{flows-code-first => flex-flows}/basic/hello.jinja2 | 0 examples/{flows-code-first => flex-flows}/basic/llm.py | 0 examples/{flows-code-first => flex-flows}/basic/paths.py | 0 .../{flows-code-first => flex-flows}/basic/quickstart.ipynb | 0 .../{flows-code-first => flex-flows}/basic/requirements.txt | 0 examples/{flows-code-first => flex-flows}/basic/run.yml | 0 examples/{flows-code-first => flex-flows}/chat-basic/README.md | 2 +- .../{flows-code-first => flex-flows}/chat-basic/chat.jinja2 | 0 examples/{flows-code-first => flex-flows}/chat-basic/data.jsonl | 0 .../{flows-code-first => flex-flows}/chat-basic/flow.dag.yaml | 0 examples/{flows-code-first => flex-flows}/chat-basic/flow.py | 0 .../chat-basic/requirements.txt | 0 examples/{flows-code-first => flex-flows}/chat-basic/run.yml | 0 .../{flows-code-first => flex-flows}/eval-checklist/README.md | 0 .../eval-checklist/check_list.py | 0 .../eval-checklist/flow.dag.yaml | 0 .../{flows-code-first => flex-flows}/eval-checklist/prompt.md | 0 .../eval-checklist/requirement.txt | 0 .../eval-code-quality/README.md | 0 .../eval-code-quality/code_quality.py | 0 .../eval-code-quality/flow.dag.yaml | 0 .../eval-code-quality/prompt.md | 0 .../eval-code-quality/requirement.txt | 0 examples/{flows-code-first => flex-flows}/tracing/llm.py | 0 .../tracing/otlp-collector.ipynb | 0 .../{flows-code-first => flex-flows}/tracing/requirements.txt | 0 .../tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb | 2 +- examples/tutorials/trace/langchain/trace_langchain.ipynb | 2 +- 33 files changed, 4 insertions(+), 4 deletions(-) rename examples/{flows-code-first => flex-flows}/.env.example (100%) rename examples/{flows-code-first => flex-flows}/basic/README.md (97%) rename examples/{flows-code-first => flex-flows}/basic/data.jsonl (100%) rename examples/{flows-code-first => flex-flows}/basic/flow.dag.yaml (100%) rename examples/{flows-code-first => flex-flows}/basic/flow.py (100%) rename examples/{flows-code-first => flex-flows}/basic/hello.jinja2 (100%) rename examples/{flows-code-first => flex-flows}/basic/llm.py (100%) rename examples/{flows-code-first => flex-flows}/basic/paths.py (100%) rename examples/{flows-code-first => flex-flows}/basic/quickstart.ipynb (100%) rename examples/{flows-code-first => flex-flows}/basic/requirements.txt (100%) rename examples/{flows-code-first => flex-flows}/basic/run.yml (100%) rename examples/{flows-code-first => flex-flows}/chat-basic/README.md (95%) rename examples/{flows-code-first => flex-flows}/chat-basic/chat.jinja2 (100%) rename examples/{flows-code-first => flex-flows}/chat-basic/data.jsonl (100%) rename examples/{flows-code-first => flex-flows}/chat-basic/flow.dag.yaml (100%) rename examples/{flows-code-first => flex-flows}/chat-basic/flow.py (100%) rename examples/{flows-code-first => flex-flows}/chat-basic/requirements.txt (100%) rename examples/{flows-code-first => flex-flows}/chat-basic/run.yml (100%) rename examples/{flows-code-first => flex-flows}/eval-checklist/README.md (100%) rename examples/{flows-code-first => flex-flows}/eval-checklist/check_list.py (100%) rename examples/{flows-code-first => flex-flows}/eval-checklist/flow.dag.yaml (100%) rename examples/{flows-code-first => flex-flows}/eval-checklist/prompt.md (100%) rename examples/{flows-code-first => flex-flows}/eval-checklist/requirement.txt (100%) rename examples/{flows-code-first => flex-flows}/eval-code-quality/README.md (100%) rename examples/{flows-code-first => flex-flows}/eval-code-quality/code_quality.py (100%) rename examples/{flows-code-first => flex-flows}/eval-code-quality/flow.dag.yaml (100%) rename examples/{flows-code-first => flex-flows}/eval-code-quality/prompt.md (100%) rename examples/{flows-code-first => flex-flows}/eval-code-quality/requirement.txt (100%) rename examples/{flows-code-first => flex-flows}/tracing/llm.py (100%) rename examples/{flows-code-first => flex-flows}/tracing/otlp-collector.ipynb (100%) rename examples/{flows-code-first => flex-flows}/tracing/requirements.txt (100%) diff --git a/examples/flows-code-first/.env.example b/examples/flex-flows/.env.example similarity index 100% rename from examples/flows-code-first/.env.example rename to examples/flex-flows/.env.example diff --git a/examples/flows-code-first/basic/README.md b/examples/flex-flows/basic/README.md similarity index 97% rename from examples/flows-code-first/basic/README.md rename to examples/flex-flows/basic/README.md index a8d5d395081..9d26a9232b5 100644 --- a/examples/flows-code-first/basic/README.md +++ b/examples/flex-flows/basic/README.md @@ -1,5 +1,5 @@ # Basic standard flow -A basic standard flow using code-first approach calls Azure OpenAI with connection info stored in environment variables. +A basic standard flow calls Azure OpenAI with connection info stored in environment variables. ## Prerequisites diff --git a/examples/flows-code-first/basic/data.jsonl b/examples/flex-flows/basic/data.jsonl similarity index 100% rename from examples/flows-code-first/basic/data.jsonl rename to examples/flex-flows/basic/data.jsonl diff --git a/examples/flows-code-first/basic/flow.dag.yaml b/examples/flex-flows/basic/flow.dag.yaml similarity index 100% rename from examples/flows-code-first/basic/flow.dag.yaml rename to examples/flex-flows/basic/flow.dag.yaml diff --git a/examples/flows-code-first/basic/flow.py b/examples/flex-flows/basic/flow.py similarity index 100% rename from examples/flows-code-first/basic/flow.py rename to examples/flex-flows/basic/flow.py diff --git a/examples/flows-code-first/basic/hello.jinja2 b/examples/flex-flows/basic/hello.jinja2 similarity index 100% rename from examples/flows-code-first/basic/hello.jinja2 rename to examples/flex-flows/basic/hello.jinja2 diff --git a/examples/flows-code-first/basic/llm.py b/examples/flex-flows/basic/llm.py similarity index 100% rename from examples/flows-code-first/basic/llm.py rename to examples/flex-flows/basic/llm.py diff --git a/examples/flows-code-first/basic/paths.py b/examples/flex-flows/basic/paths.py similarity index 100% rename from examples/flows-code-first/basic/paths.py rename to examples/flex-flows/basic/paths.py diff --git a/examples/flows-code-first/basic/quickstart.ipynb b/examples/flex-flows/basic/quickstart.ipynb similarity index 100% rename from examples/flows-code-first/basic/quickstart.ipynb rename to examples/flex-flows/basic/quickstart.ipynb diff --git a/examples/flows-code-first/basic/requirements.txt b/examples/flex-flows/basic/requirements.txt similarity index 100% rename from examples/flows-code-first/basic/requirements.txt rename to examples/flex-flows/basic/requirements.txt diff --git a/examples/flows-code-first/basic/run.yml b/examples/flex-flows/basic/run.yml similarity index 100% rename from examples/flows-code-first/basic/run.yml rename to examples/flex-flows/basic/run.yml diff --git a/examples/flows-code-first/chat-basic/README.md b/examples/flex-flows/chat-basic/README.md similarity index 95% rename from examples/flows-code-first/chat-basic/README.md rename to examples/flex-flows/chat-basic/README.md index 3411661534e..a366a61245e 100644 --- a/examples/flows-code-first/chat-basic/README.md +++ b/examples/flex-flows/chat-basic/README.md @@ -1,5 +1,5 @@ # Basic chat -This example shows how to create a basic chat flow using code-first approach. It demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message. +This example shows how to create a basic chat flow. It demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message. Tools used in this flow： - `llm` tool diff --git a/examples/flows-code-first/chat-basic/chat.jinja2 b/examples/flex-flows/chat-basic/chat.jinja2 similarity index 100% rename from examples/flows-code-first/chat-basic/chat.jinja2 rename to examples/flex-flows/chat-basic/chat.jinja2 diff --git a/examples/flows-code-first/chat-basic/data.jsonl b/examples/flex-flows/chat-basic/data.jsonl similarity index 100% rename from examples/flows-code-first/chat-basic/data.jsonl rename to examples/flex-flows/chat-basic/data.jsonl diff --git a/examples/flows-code-first/chat-basic/flow.dag.yaml b/examples/flex-flows/chat-basic/flow.dag.yaml similarity index 100% rename from examples/flows-code-first/chat-basic/flow.dag.yaml rename to examples/flex-flows/chat-basic/flow.dag.yaml diff --git a/examples/flows-code-first/chat-basic/flow.py b/examples/flex-flows/chat-basic/flow.py similarity index 100% rename from examples/flows-code-first/chat-basic/flow.py rename to examples/flex-flows/chat-basic/flow.py diff --git a/examples/flows-code-first/chat-basic/requirements.txt b/examples/flex-flows/chat-basic/requirements.txt similarity index 100% rename from examples/flows-code-first/chat-basic/requirements.txt rename to examples/flex-flows/chat-basic/requirements.txt diff --git a/examples/flows-code-first/chat-basic/run.yml b/examples/flex-flows/chat-basic/run.yml similarity index 100% rename from examples/flows-code-first/chat-basic/run.yml rename to examples/flex-flows/chat-basic/run.yml diff --git a/examples/flows-code-first/eval-checklist/README.md b/examples/flex-flows/eval-checklist/README.md similarity index 100% rename from examples/flows-code-first/eval-checklist/README.md rename to examples/flex-flows/eval-checklist/README.md diff --git a/examples/flows-code-first/eval-checklist/check_list.py b/examples/flex-flows/eval-checklist/check_list.py similarity index 100% rename from examples/flows-code-first/eval-checklist/check_list.py rename to examples/flex-flows/eval-checklist/check_list.py diff --git a/examples/flows-code-first/eval-checklist/flow.dag.yaml b/examples/flex-flows/eval-checklist/flow.dag.yaml similarity index 100% rename from examples/flows-code-first/eval-checklist/flow.dag.yaml rename to examples/flex-flows/eval-checklist/flow.dag.yaml diff --git a/examples/flows-code-first/eval-checklist/prompt.md b/examples/flex-flows/eval-checklist/prompt.md similarity index 100% rename from examples/flows-code-first/eval-checklist/prompt.md rename to examples/flex-flows/eval-checklist/prompt.md diff --git a/examples/flows-code-first/eval-checklist/requirement.txt b/examples/flex-flows/eval-checklist/requirement.txt similarity index 100% rename from examples/flows-code-first/eval-checklist/requirement.txt rename to examples/flex-flows/eval-checklist/requirement.txt diff --git a/examples/flows-code-first/eval-code-quality/README.md b/examples/flex-flows/eval-code-quality/README.md similarity index 100% rename from examples/flows-code-first/eval-code-quality/README.md rename to examples/flex-flows/eval-code-quality/README.md diff --git a/examples/flows-code-first/eval-code-quality/code_quality.py b/examples/flex-flows/eval-code-quality/code_quality.py similarity index 100% rename from examples/flows-code-first/eval-code-quality/code_quality.py rename to examples/flex-flows/eval-code-quality/code_quality.py diff --git a/examples/flows-code-first/eval-code-quality/flow.dag.yaml b/examples/flex-flows/eval-code-quality/flow.dag.yaml similarity index 100% rename from examples/flows-code-first/eval-code-quality/flow.dag.yaml rename to examples/flex-flows/eval-code-quality/flow.dag.yaml diff --git a/examples/flows-code-first/eval-code-quality/prompt.md b/examples/flex-flows/eval-code-quality/prompt.md similarity index 100% rename from examples/flows-code-first/eval-code-quality/prompt.md rename to examples/flex-flows/eval-code-quality/prompt.md diff --git a/examples/flows-code-first/eval-code-quality/requirement.txt b/examples/flex-flows/eval-code-quality/requirement.txt similarity index 100% rename from examples/flows-code-first/eval-code-quality/requirement.txt rename to examples/flex-flows/eval-code-quality/requirement.txt diff --git a/examples/flows-code-first/tracing/llm.py b/examples/flex-flows/tracing/llm.py similarity index 100% rename from examples/flows-code-first/tracing/llm.py rename to examples/flex-flows/tracing/llm.py diff --git a/examples/flows-code-first/tracing/otlp-collector.ipynb b/examples/flex-flows/tracing/otlp-collector.ipynb similarity index 100% rename from examples/flows-code-first/tracing/otlp-collector.ipynb rename to examples/flex-flows/tracing/otlp-collector.ipynb diff --git a/examples/flows-code-first/tracing/requirements.txt b/examples/flex-flows/tracing/requirements.txt similarity index 100% rename from examples/flows-code-first/tracing/requirements.txt rename to examples/flex-flows/tracing/requirements.txt diff --git a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb index 9b76acec320..e76865f948f 100644 --- a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb +++ b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb @@ -187,7 +187,7 @@ "By now you've successfully tracing LLM calls in your app using prompt flow.\n", "\n", "You can check out more examples:\n", - "- [Trace your flow](../../../flows-code-first/basic/quickstart.ipynb): using promptflow @trace to structurally tracing your app and do evaluation on it with batch run." + "- [Trace your flow](../../../flex-flows/basic/quickstart.ipynb): using promptflow @trace to structurally tracing your app and do evaluation on it with batch run." ] } ], diff --git a/examples/tutorials/trace/langchain/trace_langchain.ipynb b/examples/tutorials/trace/langchain/trace_langchain.ipynb index 5a5f370490d..f7a9834f66c 100644 --- a/examples/tutorials/trace/langchain/trace_langchain.ipynb +++ b/examples/tutorials/trace/langchain/trace_langchain.ipynb @@ -137,7 +137,7 @@ "By now you've successfully tracing LLM calls in your app using prompt flow.\n", "\n", "You can check out more examples:\n", - "- [Trace your flow](../../../flows-code-first/basic/quickstart.ipynb): using promptflow @trace to structurally tracing your app and do evaluation on it with batch run." + "- [Trace your flow](../../../flex-flows/basic/quickstart.ipynb): using promptflow @trace to structurally tracing your app and do evaluation on it with batch run." ] } ], From f81d85f5f86f1bad9256d2c157ed1e0aca38659c Mon Sep 17 00:00:00 2001 From: Zhengfei Wang Date: Mon, 18 Mar 2024 03:25:26 +0000 Subject: [PATCH 049/119] move and update gpt3.5 --- examples/flex-flows/tracing/llm.py | 86 ------------------- .../trace/custom-otlp-collector/llm.py | 51 +++++++++++ .../otlp-collector.ipynb | 17 +--- .../custom-otlp-collector}/requirements.txt | 0 4 files changed, 54 insertions(+), 100 deletions(-) delete mode 100644 examples/flex-flows/tracing/llm.py create mode 100644 examples/tutorials/trace/custom-otlp-collector/llm.py rename examples/{flex-flows/tracing => tutorials/trace/custom-otlp-collector}/otlp-collector.ipynb (92%) rename examples/{flex-flows/tracing => tutorials/trace/custom-otlp-collector}/requirements.txt (100%) diff --git a/examples/flex-flows/tracing/llm.py b/examples/flex-flows/tracing/llm.py deleted file mode 100644 index af49ef04ba1..00000000000 --- a/examples/flex-flows/tracing/llm.py +++ /dev/null @@ -1,86 +0,0 @@ -import os - -from dotenv import load_dotenv -from openai.version import VERSION as OPENAI_VERSION - -from promptflow.tracing import trace - - -def get_client(): - if OPENAI_VERSION.startswith("0."): - raise Exception( - "Please upgrade your OpenAI package to version >= 1.0.0 or using the command: pip install --upgrade openai." - ) - api_key = os.environ.get("OPENAI_API_KEY", None) - if api_key: - from openai import OpenAI - - return OpenAI() - else: - from openai import AzureOpenAI - - return AzureOpenAI( - api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview") - ) - - -@trace -def my_llm_tool( - prompt: str, - # for AOAI, deployment name is customized by user, not model name. - deployment_name: str, - suffix: str = None, - max_tokens: int = 120, - temperature: float = 1.0, - top_p: float = 1.0, - n: int = 1, - logprobs: int = None, - echo: bool = False, - stop: list = None, - presence_penalty: float = 0, - frequency_penalty: float = 0, - best_of: int = 1, - logit_bias: dict = {}, - user: str = "", - **kwargs, -) -> str: - if "OPENAI_API_KEY" not in os.environ and "AZURE_OPENAI_API_KEY" not in os.environ: - # load environment variables from .env file - load_dotenv() - - if "OPENAI_API_KEY" not in os.environ and "AZURE_OPENAI_API_KEY" not in os.environ: - raise Exception( - "Please specify environment variables: OPENAI_API_KEY or AZURE_OPENAI_API_KEY" - ) - - response = get_client().completions.create( - prompt=prompt, - model=deployment_name, - # empty string suffix should be treated as None. - suffix=suffix if suffix else None, - max_tokens=int(max_tokens), - temperature=float(temperature), - top_p=float(top_p), - n=int(n), - logprobs=int(logprobs) if logprobs else None, - echo=echo, - # fix bug "[] is not valid under any of the given schemas-'stop'" - stop=stop if stop else None, - presence_penalty=float(presence_penalty), - frequency_penalty=float(frequency_penalty), - best_of=int(best_of), - # Logit bias must be a dict if we passed it to openai api. - logit_bias=logit_bias if logit_bias else {}, - user=user, - ) - - # get first element because prompt is single. - return response.choices[0].text - - -if __name__ == "__main__": - result = my_llm_tool( - prompt="Write a simple Hello, world! program that displays the greeting message.", - deployment_name="text-davinci-003", - ) - print(result) diff --git a/examples/tutorials/trace/custom-otlp-collector/llm.py b/examples/tutorials/trace/custom-otlp-collector/llm.py new file mode 100644 index 00000000000..cdc72f92fe8 --- /dev/null +++ b/examples/tutorials/trace/custom-otlp-collector/llm.py @@ -0,0 +1,51 @@ +import os + +from dotenv import load_dotenv +from openai.version import VERSION as OPENAI_VERSION + +from promptflow.tracing import trace + + +def get_client(): + if OPENAI_VERSION.startswith("0."): + raise Exception( + "Please upgrade your OpenAI package to version >= 1.0.0 or using the command: pip install --upgrade openai." + ) + api_key = os.environ.get("OPENAI_API_KEY", None) + if api_key: + from openai import OpenAI + + return OpenAI() + else: + from openai import AzureOpenAI + + return AzureOpenAI(api_version=os.environ.get("OPENAI_API_VERSION", "2023-07-01-preview")) + + +@trace +def my_llm_tool(prompt: str, deployment_name: str) -> str: + if "OPENAI_API_KEY" not in os.environ and "AZURE_OPENAI_API_KEY" not in os.environ: + # load environment variables from .env file + load_dotenv() + + if "OPENAI_API_KEY" not in os.environ and "AZURE_OPENAI_API_KEY" not in os.environ: + raise Exception("Please specify environment variables: OPENAI_API_KEY or AZURE_OPENAI_API_KEY") + messages = [ + {"role": "system", "content": "You are a helpful assistant."}, + {"role": "user", "content": prompt}, + ] + response = get_client().chat.completions.create( + messages=messages, + model=deployment_name, + ) + + # get first element because prompt is single. + return response.choices[0].message.content + + +if __name__ == "__main__": + result = my_llm_tool( + prompt="Write a simple Hello, world! program that displays the greeting message.", + deployment_name="text-davinci-003", + ) + print(result) diff --git a/examples/flex-flows/tracing/otlp-collector.ipynb b/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb similarity index 92% rename from examples/flex-flows/tracing/otlp-collector.ipynb rename to examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb index c9c55747f41..34ef8fb7e77 100644 --- a/examples/flex-flows/tracing/otlp-collector.ipynb +++ b/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb @@ -7,17 +7,6 @@ "Assume we already have a Python function that calls OpenAI API" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "from dotenv import load_dotenv\n", - "\n", - "load_dotenv()" - ] - }, { "cell_type": "code", "execution_count": null, @@ -26,7 +15,7 @@ "source": [ "from llm import my_llm_tool\n", "\n", - "deployment_name = \"text-davinci-003\"" + "deployment_name = \"gpt-35-turbo-16k\"" ] }, { @@ -35,7 +24,7 @@ "source": [ "# 0. Set up an OpenTelemetry collector\n", "\n", - "Implement a simple collecotr that print the traces to stdout." + "Implement a simple collector that print the traces to stdout." ] }, { @@ -84,7 +73,7 @@ "metadata": {}, "outputs": [], "source": [ - "# invoke the collecotr service, serving on OTLP port\n", + "# invoke the collector service, serving on OTLP port\n", "start_server(port=4318)" ] }, diff --git a/examples/flex-flows/tracing/requirements.txt b/examples/tutorials/trace/custom-otlp-collector/requirements.txt similarity index 100% rename from examples/flex-flows/tracing/requirements.txt rename to examples/tutorials/trace/custom-otlp-collector/requirements.txt From 4d57c66e56661a7d005e465be6a70d5823d6be2e Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 18 Mar 2024 11:56:24 +0800 Subject: [PATCH 050/119] refine --- .../trace/{langchain => }/.env.example | 0 .../otlp-collector.ipynb | 48 +++++++++++++------ .../custom-otlp-collector/requirements.txt | 2 +- .../trace/langchain/trace_langchain.ipynb | 2 +- 4 files changed, 36 insertions(+), 16 deletions(-) rename examples/tutorials/trace/{langchain => }/.env.example (100%) diff --git a/examples/tutorials/trace/langchain/.env.example b/examples/tutorials/trace/.env.example similarity index 100% rename from examples/tutorials/trace/langchain/.env.example rename to examples/tutorials/trace/.env.example diff --git a/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb b/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb index 34ef8fb7e77..e1a8eb31fca 100644 --- a/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb +++ b/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb @@ -4,7 +4,18 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Assume we already have a Python function that calls OpenAI API" + "# Tracing with Custom OpenTelemetry Collector\n", + "\n", + "In certain scenario you might want to user your own [OpenTelemetry Collector](https://opentelemetry.io/docs/collector/) and keep your dependency mimimal.\n", + "\n", + "In such case you can avoid the dependency of [promptflow-devkit](https://pypi.org/project/promptflow-devkit/) which provides the default collector from promptflow, and only depdent on [promptflow-tracing](https://pypi.org/project/promptflow-tracing), \n", + "\n", + "\n", + "**Learning Objectives** - Upon completing this tutorial, you should be able to:\n", + "\n", + "- Trace LLM (OpenAI) Calls using Custom OpenTelemetry Collector.\n", + "\n", + "## 0. Install dependent packages" ] }, { @@ -13,16 +24,15 @@ "metadata": {}, "outputs": [], "source": [ - "from llm import my_llm_tool\n", - "\n", - "deployment_name = \"gpt-35-turbo-16k\"" + "%%capture --no-stderr\n", + "%pip install -r ./requirements.txt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# 0. Set up an OpenTelemetry collector\n", + "# 1. Set up an OpenTelemetry collector\n", "\n", "Implement a simple collector that print the traces to stdout." ] @@ -81,8 +91,25 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# 1. Trace your application with tracing\n", + "# 2. Trace your application with tracing\n", + "Assume we already have a Python function that calls OpenAI API\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from llm import my_llm_tool\n", "\n", + "deployment_name = \"gpt-35-turbo-16k\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ "Call `start_trace()`, and configure the OTLP exporter to above collector." ] }, @@ -139,13 +166,6 @@ "result\n", "# view the traces under this cell" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -164,7 +184,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.9.18" } }, "nbformat": 4, diff --git a/examples/tutorials/trace/custom-otlp-collector/requirements.txt b/examples/tutorials/trace/custom-otlp-collector/requirements.txt index 40421ab60df..e27c03ede62 100644 --- a/examples/tutorials/trace/custom-otlp-collector/requirements.txt +++ b/examples/tutorials/trace/custom-otlp-collector/requirements.txt @@ -1,2 +1,2 @@ -opentelemetry-exporter-otlp-proto-http +promptflow-tracing python-dotenv diff --git a/examples/tutorials/trace/langchain/trace_langchain.ipynb b/examples/tutorials/trace/langchain/trace_langchain.ipynb index f7a9834f66c..91e95dcf412 100644 --- a/examples/tutorials/trace/langchain/trace_langchain.ipynb +++ b/examples/tutorials/trace/langchain/trace_langchain.ipynb @@ -81,7 +81,7 @@ "source": [ "## Run a simple Lang Chain\n", "\n", - "Below is an example targeting an AzureOpenAI resource. Please configure you `API_KEY` using an [.env](.env) file, see [.env.example](.env.example)." + "Below is an example targeting an AzureOpenAI resource. Please configure you `API_KEY` using an [.env](../.env) file, see [.env.example](../.env.example)." ] }, { From 5ef35bc6d01ca478c044ec410c61097b6b7b1187 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 18 Mar 2024 12:04:25 +0800 Subject: [PATCH 051/119] refine --- .../trace/custom-otlp-collector/otlp-collector.ipynb | 11 ++--------- .../trace/custom-otlp-collector/requirements.txt | 1 + 2 files changed, 3 insertions(+), 9 deletions(-) diff --git a/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb b/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb index e1a8eb31fca..e377e8b6813 100644 --- a/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb +++ b/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb @@ -132,15 +132,8 @@ "source": [ "from opentelemetry import trace\n", "from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter\n", - "from opentelemetry.sdk.trace.export import BatchSpanProcessor" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ + "from opentelemetry.sdk.trace.export import BatchSpanProcessor\n", + "\n", "tracer_provider = trace.get_tracer_provider()\n", "otlp_span_exporter = OTLPSpanExporter()\n", "tracer_provider.add_span_processor(BatchSpanProcessor(otlp_span_exporter))" diff --git a/examples/tutorials/trace/custom-otlp-collector/requirements.txt b/examples/tutorials/trace/custom-otlp-collector/requirements.txt index e27c03ede62..adc4a004819 100644 --- a/examples/tutorials/trace/custom-otlp-collector/requirements.txt +++ b/examples/tutorials/trace/custom-otlp-collector/requirements.txt @@ -1,2 +1,3 @@ promptflow-tracing python-dotenv +opentelemetry-exporter-otlp-proto-http \ No newline at end of file From b73e1935f1b348145b1751195d8b21b736513e23 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 20 Mar 2024 08:35:35 +0800 Subject: [PATCH 052/119] update autogen sample --- examples/tutorials/trace/.env.example | 2 +- examples/tutorials/trace/README.md | 3 ++- .../agentchat_groupchat.ipynb | 19 ++++++++++++++++--- .../otlp-collector.ipynb | 2 +- examples/tutorials/trace/math_to_code.py | 15 +++++++++++---- 5 files changed, 31 insertions(+), 10 deletions(-) diff --git a/examples/tutorials/trace/.env.example b/examples/tutorials/trace/.env.example index 4c34d6e6c0d..27aef734264 100644 --- a/examples/tutorials/trace/.env.example +++ b/examples/tutorials/trace/.env.example @@ -1,3 +1,3 @@ CHAT_DEPLOYMENT_NAME=gpt-35-turbo -OPENAI_API_KEY= +AZURE_OPENAI_API_KEY= AZURE_OPENAI_ENDPOINT= diff --git a/examples/tutorials/trace/README.md b/examples/tutorials/trace/README.md index 0ab68e43589..fd7f9b1e733 100644 --- a/examples/tutorials/trace/README.md +++ b/examples/tutorials/trace/README.md @@ -1,7 +1,8 @@ ## Installation * Install promptflow private wheel: ```cmd -pip install "promptflow==0.0.121226113" --extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ +pip install promptflow-tracing==0.1.0b2 +pip install "promptflow==0.0.121660264" --extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ ``` * Enable internal features in your conda env ```cmd diff --git a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb index e76865f948f..4b1e951f2bb 100644 --- a/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb +++ b/examples/tutorials/trace/autogen-groupchat/agentchat_groupchat.ipynb @@ -172,9 +172,22 @@ "metadata": {}, "outputs": [], "source": [ - "user_proxy.initiate_chat(\n", - " manager, message=\"Find a latest paper about gpt-4 on arxiv and find its potential applications in software.\"\n", - ")\n", + "from opentelemetry import trace\n", + "import json\n", + "\n", + "\n", + "tracer = trace.get_tracer(\"my_tracer\")\n", + "# Create a root span\n", + "with tracer.start_as_current_span(\"autogen\") as span: \n", + " message = \"Find a latest paper about gpt-4 on arxiv and find its potential applications in software.\"\n", + " user_proxy.initiate_chat(\n", + " manager,\n", + " message=message,\n", + " clear_history=True,\n", + " )\n", + " span.set_attribute(\"inputs\", json.dumps(dict(message=message)))\n", + " span.set_attribute(\"output\", json.dumps(user_proxy.last_message()))\n", + " span.set_attribute(\"custom\", \"custom attribute value\")\n", "# type exit to terminate the chat" ] }, diff --git a/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb b/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb index e377e8b6813..2b0a9de585c 100644 --- a/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb +++ b/examples/tutorials/trace/custom-otlp-collector/otlp-collector.ipynb @@ -177,7 +177,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.17" } }, "nbformat": 4, diff --git a/examples/tutorials/trace/math_to_code.py b/examples/tutorials/trace/math_to_code.py index 5620e8713ab..378dd3652b5 100644 --- a/examples/tutorials/trace/math_to_code.py +++ b/examples/tutorials/trace/math_to_code.py @@ -1,5 +1,7 @@ +from dotenv import load_dotenv from openai import AzureOpenAI from promptflow.tracing import trace, start_trace + import ast import os @@ -57,7 +59,7 @@ def code_gen(client: AzureOpenAI, question: str) -> str: "Make sure only reply the executable code, no other words." ) completion = client.chat.completions.create( - model="my-dep", + model=os.getenv("CHAT_DEPLOYMENT_NAME"), messages=[ { "role": "system", @@ -66,15 +68,20 @@ def code_gen(client: AzureOpenAI, question: str) -> str: {"role": "user", "content": question}, ], ) - raw_code = completion.choices[0].message.content - return code_refine(raw_code) + raw_code = completion.choices[0].message.content + result = code_refine(raw_code) + return result if __name__ == "__main__": start_trace() + if "AZURE_OPENAI_API_KEY" not in os.environ: + # load environment variables from .env file + load_dotenv() + client = AzureOpenAI( - api_key=os.getenv("AZURE_OPENAI_KEY"), + api_key=os.getenv("AZURE_OPENAI_API_KEY"), azure_endpoint=os.getenv("AZURE_OPENAI_ENDPOINT"), api_version="2023-12-01-preview", ) From fe1ea6dbf1926c8d6a91ed795e4c215545a6e842 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 20 Mar 2024 15:57:57 +0800 Subject: [PATCH 053/119] update --- examples/tutorials/trace/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/tutorials/trace/README.md b/examples/tutorials/trace/README.md index fd7f9b1e733..90c0d4abbb4 100644 --- a/examples/tutorials/trace/README.md +++ b/examples/tutorials/trace/README.md @@ -2,7 +2,7 @@ * Install promptflow private wheel: ```cmd pip install promptflow-tracing==0.1.0b2 -pip install "promptflow==0.0.121660264" --extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ +pip install "promptflow==1.7.0rc8" --extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ ``` * Enable internal features in your conda env ```cmd From 06353b9258bf634c0d77781fb43fdadf19f42b4b Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 1 Apr 2024 09:31:30 +0800 Subject: [PATCH 054/119] update --- examples/tutorials/trace/README.md | 4 ++-- examples/tutorials/trace/math_to_code.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/tutorials/trace/README.md b/examples/tutorials/trace/README.md index 90c0d4abbb4..26a79bdc4d9 100644 --- a/examples/tutorials/trace/README.md +++ b/examples/tutorials/trace/README.md @@ -1,8 +1,8 @@ ## Installation * Install promptflow private wheel: ```cmd -pip install promptflow-tracing==0.1.0b2 -pip install "promptflow==1.7.0rc8" --extra-index-url https://azuremlsdktestpypi.azureedge.net/promptflow/ +pip install promptflow-tracing +pip install "promptflow>=1.7.0" ``` * Enable internal features in your conda env ```cmd diff --git a/examples/tutorials/trace/math_to_code.py b/examples/tutorials/trace/math_to_code.py index 378dd3652b5..aa549d31ad7 100644 --- a/examples/tutorials/trace/math_to_code.py +++ b/examples/tutorials/trace/math_to_code.py @@ -68,7 +68,7 @@ def code_gen(client: AzureOpenAI, question: str) -> str: {"role": "user", "content": question}, ], ) - raw_code = completion.choices[0].message.content + raw_code = completion.choices[0].message.content result = code_refine(raw_code) return result From bd522623696fe1140b4b4dd4442c54a950d95828 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 1 Apr 2024 10:26:08 +0800 Subject: [PATCH 055/119] update requirements.txt --- examples/flex-flows/basic/flow.dag.yaml | 3 +++ examples/flex-flows/basic/requirements.txt | 2 +- examples/flex-flows/chat-basic/flow.dag.yaml | 3 +++ examples/flex-flows/chat-basic/requirements.txt | 3 ++- examples/flex-flows/eval-checklist/flow.dag.yaml | 3 +++ examples/flex-flows/eval-checklist/requirement.txt | 2 +- examples/flex-flows/eval-code-quality/flow.dag.yaml | 3 +++ examples/flex-flows/eval-code-quality/requirement.txt | 2 +- 8 files changed, 17 insertions(+), 4 deletions(-) diff --git a/examples/flex-flows/basic/flow.dag.yaml b/examples/flex-flows/basic/flow.dag.yaml index 1de25cb37c4..75b6ae2d26f 100644 --- a/examples/flex-flows/basic/flow.dag.yaml +++ b/examples/flex-flows/basic/flow.dag.yaml @@ -1,2 +1,5 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json entry: flow:flow_entry +environment: + image: mcr.microsoft.com/azureml/promptflow/promptflow-python + python_requirements_txt: requirements.txt diff --git a/examples/flex-flows/basic/requirements.txt b/examples/flex-flows/basic/requirements.txt index b9118f87553..55f2427da1c 100644 --- a/examples/flex-flows/basic/requirements.txt +++ b/examples/flex-flows/basic/requirements.txt @@ -1,2 +1,2 @@ -promptflow[azure] +promptflow-core @ git+https://github.com/microsoft/promptflow#subdirectory=src/promptflow-core python-dotenv diff --git a/examples/flex-flows/chat-basic/flow.dag.yaml b/examples/flex-flows/chat-basic/flow.dag.yaml index 1de25cb37c4..75b6ae2d26f 100644 --- a/examples/flex-flows/chat-basic/flow.dag.yaml +++ b/examples/flex-flows/chat-basic/flow.dag.yaml @@ -1,2 +1,5 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json entry: flow:flow_entry +environment: + image: mcr.microsoft.com/azureml/promptflow/promptflow-python + python_requirements_txt: requirements.txt diff --git a/examples/flex-flows/chat-basic/requirements.txt b/examples/flex-flows/chat-basic/requirements.txt index 957c9676144..55a002e12f8 100644 --- a/examples/flex-flows/chat-basic/requirements.txt +++ b/examples/flex-flows/chat-basic/requirements.txt @@ -1 +1,2 @@ -promptflow[azure] +promptflow-core +promptflow-tools \ No newline at end of file diff --git a/examples/flex-flows/eval-checklist/flow.dag.yaml b/examples/flex-flows/eval-checklist/flow.dag.yaml index 70b624611f2..dcbcdc6ee14 100644 --- a/examples/flex-flows/eval-checklist/flow.dag.yaml +++ b/examples/flex-flows/eval-checklist/flow.dag.yaml @@ -1,3 +1,6 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json # flow is defined as python function entry: check_list:check_list +environment: + image: mcr.microsoft.com/azureml/promptflow/promptflow-python + python_requirements_txt: requirements.txt diff --git a/examples/flex-flows/eval-checklist/requirement.txt b/examples/flex-flows/eval-checklist/requirement.txt index 34d068f5f1c..55a002e12f8 100644 --- a/examples/flex-flows/eval-checklist/requirement.txt +++ b/examples/flex-flows/eval-checklist/requirement.txt @@ -1,2 +1,2 @@ -promptflow +promptflow-core promptflow-tools \ No newline at end of file diff --git a/examples/flex-flows/eval-code-quality/flow.dag.yaml b/examples/flex-flows/eval-code-quality/flow.dag.yaml index 8e6c072929a..31828936577 100644 --- a/examples/flex-flows/eval-code-quality/flow.dag.yaml +++ b/examples/flex-flows/eval-code-quality/flow.dag.yaml @@ -1,3 +1,6 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json # flow is defined as python function entry: code_quality:eval_code +environment: + image: mcr.microsoft.com/azureml/promptflow/promptflow-python + python_requirements_txt: requirements.txt diff --git a/examples/flex-flows/eval-code-quality/requirement.txt b/examples/flex-flows/eval-code-quality/requirement.txt index 34d068f5f1c..55a002e12f8 100644 --- a/examples/flex-flows/eval-code-quality/requirement.txt +++ b/examples/flex-flows/eval-code-quality/requirement.txt @@ -1,2 +1,2 @@ -promptflow +promptflow-core promptflow-tools \ No newline at end of file From e8884e04b2db93d32f417b21e3aa88beb80127b5 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Tue, 2 Apr 2024 19:19:12 +0800 Subject: [PATCH 056/119] update --- examples/flex-flows/basic/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/flex-flows/basic/requirements.txt b/examples/flex-flows/basic/requirements.txt index 55f2427da1c..006ac2f55a8 100644 --- a/examples/flex-flows/basic/requirements.txt +++ b/examples/flex-flows/basic/requirements.txt @@ -1,2 +1,2 @@ -promptflow-core @ git+https://github.com/microsoft/promptflow#subdirectory=src/promptflow-core +promptflow-core python-dotenv From 150a409ca3fa3bdc5982691f191e92403fcb398c Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 3 Apr 2024 23:12:27 +0800 Subject: [PATCH 057/119] fix typo --- examples/flex-flows/eval-code-quality/code_quality.py | 2 +- examples/flex-flows/eval-code-quality/prompt.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/flex-flows/eval-code-quality/code_quality.py b/examples/flex-flows/eval-code-quality/code_quality.py index 3abfa7ea410..0c31b81e639 100644 --- a/examples/flex-flows/eval-code-quality/code_quality.py +++ b/examples/flex-flows/eval-code-quality/code_quality.py @@ -31,7 +31,7 @@ class Result: @trace def eval_code(code: str) -> Result: - """Evaluate the code based on correctness, readability, and adherence to best practices.""" + """Evaluate the code based on correctness, readability.""" examples = [ { "code": 'print("Hello, world!")', diff --git a/examples/flex-flows/eval-code-quality/prompt.md b/examples/flex-flows/eval-code-quality/prompt.md index fc922404ac0..a1bd195b488 100644 --- a/examples/flex-flows/eval-code-quality/prompt.md +++ b/examples/flex-flows/eval-code-quality/prompt.md @@ -6,7 +6,7 @@ You task is to evaluate the code based on correctness, readability. # user: This correctness value should always be an integer between 1 and 5. So the correctness produced should be 1 or 2 or 3 or 4 or 5. -This readability value should always be an integer between 1 and 5. So the correctness produced should be 1 or 2 or 3 or 4 or 5. +This readability value should always be an integer between 1 and 5. So the readability produced should be 1 or 2 or 3 or 4 or 5. Here are a few examples: {% for ex in examples %} From 49ecec58ac1b3601b4a37a876f4d0fa4507ce0b8 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 8 Apr 2024 15:06:02 +0800 Subject: [PATCH 058/119] update --- examples/flex-flows/basic/README.md | 2 +- examples/flex-flows/basic/quickstart.ipynb | 10 +++++----- examples/flex-flows/chat-basic/README.md | 5 +---- examples/flex-flows/eval-checklist/README.md | 2 +- examples/flex-flows/eval-code-quality/README.md | 2 +- 5 files changed, 9 insertions(+), 12 deletions(-) diff --git a/examples/flex-flows/basic/README.md b/examples/flex-flows/basic/README.md index 9d26a9232b5..d688dc9497c 100644 --- a/examples/flex-flows/basic/README.md +++ b/examples/flex-flows/basic/README.md @@ -17,7 +17,7 @@ pip install -r requirements.txt Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You can create one refer to this [example file](../.env.example). ```bash -cat .env +cat ../.env ``` - Test flow/node diff --git a/examples/flex-flows/basic/quickstart.ipynb b/examples/flex-flows/basic/quickstart.ipynb index bdadd246e0a..72f8d20075e 100644 --- a/examples/flex-flows/basic/quickstart.ipynb +++ b/examples/flex-flows/basic/quickstart.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Getting started with prompt flow code-first experience\n", + "# Getting started with flex flow\n", "\n", "**Learning Objectives** - Upon completing this tutorial, you should be able to:\n", "\n", @@ -52,7 +52,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Note: before running below cell, please configure required environment variable `OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` by create an `.env` file. Please refer to [.env.example](.env.example) as an template." + "Note: before running below cell, please configure required environment variable `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` by create an `.env` file. Please refer to [.env.example](.env.example) as an template." ] }, { @@ -73,7 +73,7 @@ "source": [ "from llm import my_llm_tool\n", "\n", - "# pls configure `OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` environment variables first\n", + "# pls configure `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` environment variables first\n", "result = my_llm_tool(\n", " prompt=\"Write a simple Hello, world! program that displays the greeting message when executed.\",\n", " deployment_name=deployment_name,\n", @@ -323,7 +323,7 @@ } ], "metadata": { - "description": "A quickstart tutorial to run a flow and evaluate it.", + "description": "A quickstart tutorial to run a flex flow and evaluate it.", "kernelspec": { "display_name": "prompt_flow", "language": "python", @@ -341,7 +341,7 @@ "pygments_lexer": "ipython3", "version": "3.9.17" }, - "resources": "examples/requirements.txt, examples/flows/standard/web-classification, examples/flows/evaluation/eval-classification-accuracy" + "resources": "examples/requirements.txt, examples/flex-flows/basic" }, "nbformat": 4, "nbformat_minor": 2 diff --git a/examples/flex-flows/chat-basic/README.md b/examples/flex-flows/chat-basic/README.md index a366a61245e..22e28a20184 100644 --- a/examples/flex-flows/chat-basic/README.md +++ b/examples/flex-flows/chat-basic/README.md @@ -1,9 +1,6 @@ # Basic chat This example shows how to create a basic chat flow. It demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message. -Tools used in this flow： -- `llm` tool - ## Prerequisites Install promptflow sdk and other dependencies in this folder: @@ -44,7 +41,7 @@ See /$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + - name: Create run.yml + working-directory: examples/flex-flows/basic + run: | + gpt_base=${{ secrets.AOAI_API_ENDPOINT_TEST }} + gpt_base=$(echo ${gpt_base//\//\\/}) + if [[ -e run.yml ]]; then + sed -i -e "s/\${azure_open_ai_connection.api_key}/${{ secrets.AOAI_API_KEY_TEST }}/g" -e "s/\${azure_open_ai_connection.api_base}/$gpt_base/g" run.yml + fi + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Extract Steps examples/flex-flows/basic/README.md + working-directory: ${{ github.workspace }} + run: | + python scripts/readme/extract_steps_from_readme.py -f examples/flex-flows/basic/README.md -o examples/flex-flows/basic + - name: Cat script + working-directory: examples/flex-flows/basic + run: | + cat bash_script.sh + - name: Run scripts against canary workspace (scheduled runs only) + if: github.event_name == 'schedule' + working-directory: examples/flex-flows/basic + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} + bash bash_script.sh + - name: Run scripts against production workspace + if: github.event_name != 'schedule' + working-directory: examples/flex-flows/basic + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} + bash bash_script.sh + - name: Pip List for Debug + if : ${{ always() }} + working-directory: examples/flex-flows/basic + run: | + pip list + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/flex-flows/basic/bash_script.sh \ No newline at end of file diff --git a/.github/workflows/samples_flex_flows_chat_basic.yml b/.github/workflows/samples_flex_flows_chat_basic.yml new file mode 100644 index 00000000000..f6432aca89c --- /dev/null +++ b/.github/workflows/samples_flex_flows_chat_basic.yml @@ -0,0 +1,101 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_flex_flows_chat_basic +on: + schedule: + - cron: "9 20 * * *" # Every day starting at 4:9 BJT + pull_request: + branches: [ main ] + paths: [ examples/flex-flows/chat-basic/**, examples/*requirements.txt, .github/workflows/samples_flex_flows_chat_basic.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_flex_flows_chat_basic: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + working-directory: examples + run: | + if [[ -e requirements.txt ]]; then + python -m pip install --upgrade pip + pip install -r requirements.txt + fi + - name: Prepare dev requirements + working-directory: examples + run: | + python -m pip install --upgrade pip + pip install -r dev_requirements.txt + - name: Refine .env file + working-directory: examples/flex-flows/chat-basic + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + - name: Create run.yml + working-directory: examples/flex-flows/chat-basic + run: | + gpt_base=${{ secrets.AOAI_API_ENDPOINT_TEST }} + gpt_base=$(echo ${gpt_base//\//\\/}) + if [[ -e run.yml ]]; then + sed -i -e "s/\${azure_open_ai_connection.api_key}/${{ secrets.AOAI_API_KEY_TEST }}/g" -e "s/\${azure_open_ai_connection.api_base}/$gpt_base/g" run.yml + fi + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Extract Steps examples/flex-flows/chat-basic/README.md + working-directory: ${{ github.workspace }} + run: | + python scripts/readme/extract_steps_from_readme.py -f examples/flex-flows/chat-basic/README.md -o examples/flex-flows/chat-basic + - name: Cat script + working-directory: examples/flex-flows/chat-basic + run: | + cat bash_script.sh + - name: Run scripts against canary workspace (scheduled runs only) + if: github.event_name == 'schedule' + working-directory: examples/flex-flows/chat-basic + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} + bash bash_script.sh + - name: Run scripts against production workspace + if: github.event_name != 'schedule' + working-directory: examples/flex-flows/chat-basic + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} + bash bash_script.sh + - name: Pip List for Debug + if : ${{ always() }} + working-directory: examples/flex-flows/chat-basic + run: | + pip list + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/flex-flows/chat-basic/bash_script.sh \ No newline at end of file diff --git a/.github/workflows/samples_flex_flows_eval_checklist.yml b/.github/workflows/samples_flex_flows_eval_checklist.yml new file mode 100644 index 00000000000..372d7969374 --- /dev/null +++ b/.github/workflows/samples_flex_flows_eval_checklist.yml @@ -0,0 +1,101 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_flex_flows_eval_checklist +on: + schedule: + - cron: "56 22 * * *" # Every day starting at 6:56 BJT + pull_request: + branches: [ main ] + paths: [ examples/flex-flows/eval-checklist/**, examples/*requirements.txt, .github/workflows/samples_flex_flows_eval_checklist.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_flex_flows_eval_checklist: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + working-directory: examples + run: | + if [[ -e requirements.txt ]]; then + python -m pip install --upgrade pip + pip install -r requirements.txt + fi + - name: Prepare dev requirements + working-directory: examples + run: | + python -m pip install --upgrade pip + pip install -r dev_requirements.txt + - name: Refine .env file + working-directory: examples/flex-flows/eval-checklist + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + - name: Create run.yml + working-directory: examples/flex-flows/eval-checklist + run: | + gpt_base=${{ secrets.AOAI_API_ENDPOINT_TEST }} + gpt_base=$(echo ${gpt_base//\//\\/}) + if [[ -e run.yml ]]; then + sed -i -e "s/\${azure_open_ai_connection.api_key}/${{ secrets.AOAI_API_KEY_TEST }}/g" -e "s/\${azure_open_ai_connection.api_base}/$gpt_base/g" run.yml + fi + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Extract Steps examples/flex-flows/eval-checklist/README.md + working-directory: ${{ github.workspace }} + run: | + python scripts/readme/extract_steps_from_readme.py -f examples/flex-flows/eval-checklist/README.md -o examples/flex-flows/eval-checklist + - name: Cat script + working-directory: examples/flex-flows/eval-checklist + run: | + cat bash_script.sh + - name: Run scripts against canary workspace (scheduled runs only) + if: github.event_name == 'schedule' + working-directory: examples/flex-flows/eval-checklist + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} + bash bash_script.sh + - name: Run scripts against production workspace + if: github.event_name != 'schedule' + working-directory: examples/flex-flows/eval-checklist + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} + bash bash_script.sh + - name: Pip List for Debug + if : ${{ always() }} + working-directory: examples/flex-flows/eval-checklist + run: | + pip list + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/flex-flows/eval-checklist/bash_script.sh \ No newline at end of file diff --git a/.github/workflows/samples_flex_flows_eval_code_quality.yml b/.github/workflows/samples_flex_flows_eval_code_quality.yml new file mode 100644 index 00000000000..ba99bf9ed13 --- /dev/null +++ b/.github/workflows/samples_flex_flows_eval_code_quality.yml @@ -0,0 +1,101 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_flex_flows_eval_code_quality +on: + schedule: + - cron: "6 22 * * *" # Every day starting at 6:6 BJT + pull_request: + branches: [ main ] + paths: [ examples/flex-flows/eval-code-quality/**, examples/*requirements.txt, .github/workflows/samples_flex_flows_eval_code_quality.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_flex_flows_eval_code_quality: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + working-directory: examples + run: | + if [[ -e requirements.txt ]]; then + python -m pip install --upgrade pip + pip install -r requirements.txt + fi + - name: Prepare dev requirements + working-directory: examples + run: | + python -m pip install --upgrade pip + pip install -r dev_requirements.txt + - name: Refine .env file + working-directory: examples/flex-flows/eval-code-quality + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + - name: Create run.yml + working-directory: examples/flex-flows/eval-code-quality + run: | + gpt_base=${{ secrets.AOAI_API_ENDPOINT_TEST }} + gpt_base=$(echo ${gpt_base//\//\\/}) + if [[ -e run.yml ]]; then + sed -i -e "s/\${azure_open_ai_connection.api_key}/${{ secrets.AOAI_API_KEY_TEST }}/g" -e "s/\${azure_open_ai_connection.api_base}/$gpt_base/g" run.yml + fi + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Extract Steps examples/flex-flows/eval-code-quality/README.md + working-directory: ${{ github.workspace }} + run: | + python scripts/readme/extract_steps_from_readme.py -f examples/flex-flows/eval-code-quality/README.md -o examples/flex-flows/eval-code-quality + - name: Cat script + working-directory: examples/flex-flows/eval-code-quality + run: | + cat bash_script.sh + - name: Run scripts against canary workspace (scheduled runs only) + if: github.event_name == 'schedule' + working-directory: examples/flex-flows/eval-code-quality + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} + bash bash_script.sh + - name: Run scripts against production workspace + if: github.event_name != 'schedule' + working-directory: examples/flex-flows/eval-code-quality + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} + bash bash_script.sh + - name: Pip List for Debug + if : ${{ always() }} + working-directory: examples/flex-flows/eval-code-quality + run: | + pip list + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/flex-flows/eval-code-quality/bash_script.sh \ No newline at end of file diff --git a/.github/workflows/samples_flexflows_basic_quickstart.yml b/.github/workflows/samples_flexflows_basic_quickstart.yml new file mode 100644 index 00000000000..bc5a76b4f3f --- /dev/null +++ b/.github/workflows/samples_flexflows_basic_quickstart.yml @@ -0,0 +1,48 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_flexflows_basic_quickstart +on: + schedule: + - cron: "21 21 * * *" # Every day starting at 5:21 BJT + pull_request: + branches: [ main ] + paths: [ examples/flex-flows/basic/**, examples/*requirements.txt, .github/workflows/samples_flexflows_basic_quickstart.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_flexflows_basic_quickstart: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + run: | + python -m pip install --upgrade pip + pip install -r ${{ github.workspace }}/examples/requirements.txt + pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: Create Aoai Connection + run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" + - name: Test Notebook + working-directory: examples/flex-flows/basic + run: | + papermill -k python quickstart.ipynb quickstart.output.ipynb + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/flex-flows/basic diff --git a/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml b/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml new file mode 100644 index 00000000000..656c2a1159a --- /dev/null +++ b/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml @@ -0,0 +1,48 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_trace_autogengroupchat_traceautogengroupchat +on: + schedule: + - cron: "49 20 * * *" # Every day starting at 4:49 BJT + pull_request: + branches: [ main ] + paths: [ examples/tutorials/trace/autogen-groupchat/**, .github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_trace_autogengroupchat_traceautogengroupchat: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + run: | + python -m pip install --upgrade pip + pip install -r ${{ github.workspace }}/examples/requirements.txt + pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: Create Aoai Connection + run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" + - name: Test Notebook + working-directory: examples/tutorials/trace/autogen-groupchat + run: | + papermill -k python trace-autogen-groupchat.ipynb trace-autogen-groupchat.output.ipynb + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/tutorials/trace/autogen-groupchat diff --git a/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml b/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml new file mode 100644 index 00000000000..3d602f5b44c --- /dev/null +++ b/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml @@ -0,0 +1,48 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_trace_customotlpcollector_otlptracecollector +on: + schedule: + - cron: "2 22 * * *" # Every day starting at 6:2 BJT + pull_request: + branches: [ main ] + paths: [ examples/tutorials/trace/custom-otlp-collector/**, .github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_trace_customotlpcollector_otlptracecollector: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + run: | + python -m pip install --upgrade pip + pip install -r ${{ github.workspace }}/examples/requirements.txt + pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: Create Aoai Connection + run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" + - name: Test Notebook + working-directory: examples/tutorials/trace/custom-otlp-collector + run: | + papermill -k python otlp-trace-collector.ipynb otlp-trace-collector.output.ipynb + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/tutorials/trace/custom-otlp-collector diff --git a/.github/workflows/samples_trace_langchain_tracelangchain.yml b/.github/workflows/samples_trace_langchain_tracelangchain.yml new file mode 100644 index 00000000000..812435d0459 --- /dev/null +++ b/.github/workflows/samples_trace_langchain_tracelangchain.yml @@ -0,0 +1,48 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_trace_langchain_tracelangchain +on: + schedule: + - cron: "8 21 * * *" # Every day starting at 5:8 BJT + pull_request: + branches: [ main ] + paths: [ examples/tutorials/trace/langchain/**, .github/workflows/samples_trace_langchain_tracelangchain.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_trace_langchain_tracelangchain: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + run: | + python -m pip install --upgrade pip + pip install -r ${{ github.workspace }}/examples/requirements.txt + pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: Create Aoai Connection + run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" + - name: Test Notebook + working-directory: examples/tutorials/trace/langchain + run: | + papermill -k python trace-langchain.ipynb trace-langchain.output.ipynb + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/tutorials/trace/langchain diff --git a/examples/README.md b/examples/README.md index 9ce7e31ca3b..74633df3e45 100644 --- a/examples/README.md +++ b/examples/README.md @@ -35,6 +35,16 @@ | [promptflow-quality-improvement](tutorials/flow-fine-tuning-evaluation/promptflow-quality-improvement.md) | [![samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml) | This tutorial is designed to enhance your understanding of improving flow quality through prompt tuning and evaluation | +### Flex Flows ([flex-flows](flex-flows)) + +| path | status | description | +------|--------|------------- +| [basic](flex-flows/basic/README.md) | [![samples_flex_flows_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_basic.yml) | A basic standard flow calls Azure OpenAI with connection info stored in environment variables | +| [chat-basic](flex-flows/chat-basic/README.md) | [![samples_flex_flows_chat_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_chat_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_chat_basic.yml) | This example shows how to create a basic chat flow | +| [eval-checklist](flex-flows/eval-checklist/README.md) | [![samples_flex_flows_eval_checklist](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_checklist.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_checklist.yml) | A example flow shows how to evaluate the answer pass user specified check list | +| [eval-code-quality](flex-flows/eval-code-quality/README.md) | [![samples_flex_flows_eval_code_quality](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_code_quality.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_code_quality.yml) | A example flow shows how to evaluate the quality of code snippet | + + ### Flows ([flows](flows)) #### [Standard flows](flows/standard/) @@ -113,6 +123,9 @@ | [pipeline.ipynb](tutorials/run-flow-with-pipeline/pipeline.ipynb) | [![samples_runflowwithpipeline_pipeline](https://github.com/microsoft/promptflow/actions/workflows/samples_runflowwithpipeline_pipeline.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_runflowwithpipeline_pipeline.yml) | Create pipeline using components to run a distributed job with tensorflow | | [cloud-run-management.ipynb](tutorials/run-management/cloud-run-management.ipynb) | [![samples_runmanagement_cloudrunmanagement](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_cloudrunmanagement.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_cloudrunmanagement.yml) | Flow run management in Azure AI | | [run-management.ipynb](tutorials/run-management/run-management.ipynb) | [![samples_runmanagement_runmanagement](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_runmanagement.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_runmanagement.yml) | Flow run management | +| [trace-autogen-groupchat.ipynb](tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb) | [![samples_trace_autogengroupchat_traceautogengroupchat](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml) | Tracing LLM calls in autogen group chat application | +| [otlp-trace-collector.ipynb](tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb) | [![samples_trace_customotlpcollector_otlptracecollector](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml) | A tutorial on how to levarage custom OLTP collector. | +| [trace-langchain.ipynb](tutorials/trace/langchain/trace-langchain.ipynb) | [![samples_trace_langchain_tracelangchain](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_langchain_tracelangchain.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_langchain_tracelangchain.yml) | Tracing LLM calls in langchain application | | [connection.ipynb](connections/connection.ipynb) | [![samples_connections_connection](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml) | Manage various types of connections using sdk | | [chat-with-pdf-azure.ipynb](flows/chat/chat-with-pdf/chat-with-pdf-azure.ipynb) | [![samples_flows_chat_chatwithpdf_chatwithpdfazure](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdfazure.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdfazure.yml) | A tutorial of chat-with-pdf flow that executes in Azure AI | | [chat-with-pdf.ipynb](flows/chat/chat-with-pdf/chat-with-pdf.ipynb) | [![samples_flows_chat_chatwithpdf_chatwithpdf](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdf.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdf.yml) | A tutorial of chat-with-pdf flow that allows user ask questions about the content of a PDF file and get answers | diff --git a/examples/flex-flows/basic/README.md b/examples/flex-flows/basic/README.md index d688dc9497c..1c14cc133f7 100644 --- a/examples/flex-flows/basic/README.md +++ b/examples/flex-flows/basic/README.md @@ -75,13 +75,13 @@ pf connection show -n open_ai_connection ```bash # test with default input value in flow.dag.yaml -pf flow test --flow . --environment-variables OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' +pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' ``` - Create run using connection secret binding specified in environment variables, see [run.yml](run.yml) ```bash # create run -pf run create --flow . --data ./data.jsonl --stream --environment-variables OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping text='${data.text}' +pf run create --flow . --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping text='${data.text}' # create run using yaml file pf run create --file run.yml --stream @@ -101,7 +101,7 @@ az configure --defaults group= workspace= workspace= Date: Mon, 8 Apr 2024 16:52:04 +0800 Subject: [PATCH 060/119] update .env logic in workflow --- .github/workflows/samples_flex_flows_basic.yml | 5 +++++ .../workflows/samples_flex_flows_chat_basic.yml | 5 +++++ .../samples_flex_flows_eval_checklist.yml | 5 +++++ .../samples_flex_flows_eval_code_quality.yml | 5 +++++ ...ce_autogengroupchat_traceautogengroupchat.yml | 16 ++++++++++++++++ ...ce_customotlpcollector_otlptracecollector.yml | 16 ++++++++++++++++ .../samples_trace_langchain_tracelangchain.yml | 16 ++++++++++++++++ .../workflow_steps/step_create_env.yml.jinja2 | 5 +++++ .../workflow_templates/basic_workflow.yml.jinja2 | 16 ++++++++++++++++ 9 files changed, 89 insertions(+) diff --git a/.github/workflows/samples_flex_flows_basic.yml b/.github/workflows/samples_flex_flows_basic.yml index 2adc0d6c58b..d06f431e7e3 100644 --- a/.github/workflows/samples_flex_flows_basic.yml +++ b/.github/workflows/samples_flex_flows_basic.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv ../.env.example .env + fi - name: Create run.yml working-directory: examples/flex-flows/basic run: | diff --git a/.github/workflows/samples_flex_flows_chat_basic.yml b/.github/workflows/samples_flex_flows_chat_basic.yml index f6432aca89c..f948903c659 100644 --- a/.github/workflows/samples_flex_flows_chat_basic.yml +++ b/.github/workflows/samples_flex_flows_chat_basic.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv ../.env.example .env + fi - name: Create run.yml working-directory: examples/flex-flows/chat-basic run: | diff --git a/.github/workflows/samples_flex_flows_eval_checklist.yml b/.github/workflows/samples_flex_flows_eval_checklist.yml index 372d7969374..eac5cf741c3 100644 --- a/.github/workflows/samples_flex_flows_eval_checklist.yml +++ b/.github/workflows/samples_flex_flows_eval_checklist.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv ../.env.example .env + fi - name: Create run.yml working-directory: examples/flex-flows/eval-checklist run: | diff --git a/.github/workflows/samples_flex_flows_eval_code_quality.yml b/.github/workflows/samples_flex_flows_eval_code_quality.yml index ba99bf9ed13..7c74630a682 100644 --- a/.github/workflows/samples_flex_flows_eval_code_quality.yml +++ b/.github/workflows/samples_flex_flows_eval_code_quality.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv ../.env.example .env + fi - name: Create run.yml working-directory: examples/flex-flows/eval-code-quality run: | diff --git a/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml b/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml index 656c2a1159a..bf6e5af3ac3 100644 --- a/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml +++ b/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml @@ -34,6 +34,22 @@ jobs: python -m pip install --upgrade pip pip install -r ${{ github.workspace }}/examples/requirements.txt pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: setup .env file + working-directory: examples/tutorials/trace/autogen-groupchat + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv ../.env.example ../.env + fi - name: Create Aoai Connection run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook diff --git a/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml b/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml index 3d602f5b44c..e0d34c97e3a 100644 --- a/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml +++ b/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml @@ -34,6 +34,22 @@ jobs: python -m pip install --upgrade pip pip install -r ${{ github.workspace }}/examples/requirements.txt pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: setup .env file + working-directory: examples/tutorials/trace/custom-otlp-collector + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv ../.env.example ../.env + fi - name: Create Aoai Connection run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook diff --git a/.github/workflows/samples_trace_langchain_tracelangchain.yml b/.github/workflows/samples_trace_langchain_tracelangchain.yml index 812435d0459..5cb0541afea 100644 --- a/.github/workflows/samples_trace_langchain_tracelangchain.yml +++ b/.github/workflows/samples_trace_langchain_tracelangchain.yml @@ -34,6 +34,22 @@ jobs: python -m pip install --upgrade pip pip install -r ${{ github.workspace }}/examples/requirements.txt pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: setup .env file + working-directory: examples/tutorials/trace/langchain + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv ../.env.example ../.env + fi - name: Create Aoai Connection run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook diff --git a/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 b/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 index 86bf0f90334..a2cbb15e54f 100644 --- a/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 +++ b/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 @@ -9,3 +9,8 @@ sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv ../.env.example ../.env + fi diff --git a/scripts/readme/ghactions_driver/workflow_templates/basic_workflow.yml.jinja2 b/scripts/readme/ghactions_driver/workflow_templates/basic_workflow.yml.jinja2 index 5dda384f6f2..18ad5e07d3f 100644 --- a/scripts/readme/ghactions_driver/workflow_templates/basic_workflow.yml.jinja2 +++ b/scripts/readme/ghactions_driver/workflow_templates/basic_workflow.yml.jinja2 @@ -17,6 +17,22 @@ steps: python -m pip install --upgrade pip pip install -r ${{ '{{' }} github.workspace }}/examples/requirements.txt pip install -r ${{ '{{' }} github.workspace }}/examples/dev_requirements.txt + - name: setup .env file + working-directory: {{ gh_working_dir }} + run: | + AOAI_API_KEY=${{ '{{' }} secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv ../.env.example ../.env + fi - name: Create Aoai Connection run: pf connection create -f ${{ '{{' }} github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ '{{' }} secrets.AOAI_API_KEY_TEST }}" api_base="${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook From 9d65262def66b4cbfee1ad6228bc7806e8ad1656 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 8 Apr 2024 17:06:14 +0800 Subject: [PATCH 061/119] update .env logic in workflow --- .github/workflows/samples_flex_flows_basic.yml | 4 ++-- .github/workflows/samples_flex_flows_chat_basic.yml | 4 ++-- .github/workflows/samples_flex_flows_eval_checklist.yml | 4 ++-- .github/workflows/samples_flex_flows_eval_code_quality.yml | 4 ++-- .../samples_trace_autogengroupchat_traceautogengroupchat.yml | 2 +- .../samples_trace_customotlpcollector_otlptracecollector.yml | 2 +- .github/workflows/samples_trace_langchain_tracelangchain.yml | 2 +- .../workflow_steps/step_create_env.yml.jinja2 | 2 +- .../workflow_templates/basic_workflow.yml.jinja2 | 2 +- 9 files changed, 13 insertions(+), 13 deletions(-) diff --git a/.github/workflows/samples_flex_flows_basic.yml b/.github/workflows/samples_flex_flows_basic.yml index d06f431e7e3..8cc005b2fde 100644 --- a/.github/workflows/samples_flex_flows_basic.yml +++ b/.github/workflows/samples_flex_flows_basic.yml @@ -50,8 +50,8 @@ jobs: fi if [[ -e ../.env.example ]]; then echo "env replacement" - sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example - mv ../.env.example .env + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env fi - name: Create run.yml working-directory: examples/flex-flows/basic diff --git a/.github/workflows/samples_flex_flows_chat_basic.yml b/.github/workflows/samples_flex_flows_chat_basic.yml index f948903c659..930d4f9ba8b 100644 --- a/.github/workflows/samples_flex_flows_chat_basic.yml +++ b/.github/workflows/samples_flex_flows_chat_basic.yml @@ -50,8 +50,8 @@ jobs: fi if [[ -e ../.env.example ]]; then echo "env replacement" - sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example - mv ../.env.example .env + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env fi - name: Create run.yml working-directory: examples/flex-flows/chat-basic diff --git a/.github/workflows/samples_flex_flows_eval_checklist.yml b/.github/workflows/samples_flex_flows_eval_checklist.yml index eac5cf741c3..51f8837182f 100644 --- a/.github/workflows/samples_flex_flows_eval_checklist.yml +++ b/.github/workflows/samples_flex_flows_eval_checklist.yml @@ -50,8 +50,8 @@ jobs: fi if [[ -e ../.env.example ]]; then echo "env replacement" - sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example - mv ../.env.example .env + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env fi - name: Create run.yml working-directory: examples/flex-flows/eval-checklist diff --git a/.github/workflows/samples_flex_flows_eval_code_quality.yml b/.github/workflows/samples_flex_flows_eval_code_quality.yml index 7c74630a682..31309264ffa 100644 --- a/.github/workflows/samples_flex_flows_eval_code_quality.yml +++ b/.github/workflows/samples_flex_flows_eval_code_quality.yml @@ -50,8 +50,8 @@ jobs: fi if [[ -e ../.env.example ]]; then echo "env replacement" - sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example - mv ../.env.example .env + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env fi - name: Create run.yml working-directory: examples/flex-flows/eval-code-quality diff --git a/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml b/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml index bf6e5af3ac3..4709cb48793 100644 --- a/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml +++ b/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml @@ -47,7 +47,7 @@ jobs: fi if [[ -e ../.env.example ]]; then echo "env replacement" - sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example mv ../.env.example ../.env fi - name: Create Aoai Connection diff --git a/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml b/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml index e0d34c97e3a..8b3d1347db9 100644 --- a/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml +++ b/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml @@ -47,7 +47,7 @@ jobs: fi if [[ -e ../.env.example ]]; then echo "env replacement" - sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example mv ../.env.example ../.env fi - name: Create Aoai Connection diff --git a/.github/workflows/samples_trace_langchain_tracelangchain.yml b/.github/workflows/samples_trace_langchain_tracelangchain.yml index 5cb0541afea..f4bd8ae95eb 100644 --- a/.github/workflows/samples_trace_langchain_tracelangchain.yml +++ b/.github/workflows/samples_trace_langchain_tracelangchain.yml @@ -47,7 +47,7 @@ jobs: fi if [[ -e ../.env.example ]]; then echo "env replacement" - sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example mv ../.env.example ../.env fi - name: Create Aoai Connection diff --git a/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 b/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 index a2cbb15e54f..863e53104ee 100644 --- a/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 +++ b/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 @@ -11,6 +11,6 @@ fi if [[ -e ../.env.example ]]; then echo "env replacement" - sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example mv ../.env.example ../.env fi diff --git a/scripts/readme/ghactions_driver/workflow_templates/basic_workflow.yml.jinja2 b/scripts/readme/ghactions_driver/workflow_templates/basic_workflow.yml.jinja2 index 18ad5e07d3f..80370b7140f 100644 --- a/scripts/readme/ghactions_driver/workflow_templates/basic_workflow.yml.jinja2 +++ b/scripts/readme/ghactions_driver/workflow_templates/basic_workflow.yml.jinja2 @@ -30,7 +30,7 @@ steps: fi if [[ -e ../.env.example ]]; then echo "env replacement" - sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example mv ../.env.example ../.env fi - name: Create Aoai Connection From c6db71e629538b0dfbed5e9e8c6c19cb5e87f76c Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 8 Apr 2024 17:24:12 +0800 Subject: [PATCH 062/119] refine samples --- examples/flex-flows/basic/README.md | 13 +++++++++---- examples/flex-flows/chat-basic/README.md | 9 +++++++-- examples/flex-flows/eval-checklist/README.md | 5 +++++ examples/flex-flows/eval-code-quality/README.md | 5 +++++ .../otlp-trace-collector.ipynb | 2 +- 5 files changed, 27 insertions(+), 7 deletions(-) diff --git a/examples/flex-flows/basic/README.md b/examples/flex-flows/basic/README.md index 1c14cc133f7..e9f313e36cc 100644 --- a/examples/flex-flows/basic/README.md +++ b/examples/flex-flows/basic/README.md @@ -20,7 +20,12 @@ Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You cat ../.env ``` -- Test flow/node +- Run/Debug as normal Python file +```bash +python flow.py +``` + +- Test flow ```bash # test with default input value in flow.dag.yaml pf flow test --flow . @@ -46,7 +51,7 @@ pf run list # get a sample run name -name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_code_first")) | .name'| head -n 1 | tr -d '"') +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_")) | .name'| head -n 1 | tr -d '"') # show specific run detail pf run show --name $name @@ -86,7 +91,7 @@ pf run create --flow . --data ./data.jsonl --stream --environment-variables AZUR pf run create --file run.yml --stream # show outputs -name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_variant_0")) | .name'| head -n 1 | tr -d '"') +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_")) | .name'| head -n 1 | tr -d '"') pf run show-details --name $name ``` @@ -112,7 +117,7 @@ pfazure run create --file run.yml --stream pfazure run list -r 3 # get a sample run name -name=$(pfazure run list -r 100 | jq '.[] | select(.name | contains("basic_code_first")) | .name'| head -n 1 | tr -d '"') +name=$(pfazure run list -r 100 | jq '.[] | select(.name | contains("basic_")) | .name'| head -n 1 | tr -d '"') # show specific run detail pfazure run show --name $name diff --git a/examples/flex-flows/chat-basic/README.md b/examples/flex-flows/chat-basic/README.md index 1fd3dd1fc3f..7631fb02cd9 100644 --- a/examples/flex-flows/chat-basic/README.md +++ b/examples/flex-flows/chat-basic/README.md @@ -44,7 +44,12 @@ Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You cat ../.env ``` -- Test flow/node +- Run as normal Python file +```bash +python flow.py +``` + +- Test flow ```bash # run chat flow with default question in flow.dag.yaml @@ -112,7 +117,7 @@ pf run create --flow . --data ./data.jsonl --stream --environment-variables AZUR pf run create --file run.yml --stream # show outputs -name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_variant_0")) | .name'| head -n 1 | tr -d '"') +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("chat_basic_")) | .name'| head -n 1 | tr -d '"') pf run show-details --name $name ``` diff --git a/examples/flex-flows/eval-checklist/README.md b/examples/flex-flows/eval-checklist/README.md index f5ba144119c..e3f6b7ea6e4 100644 --- a/examples/flex-flows/eval-checklist/README.md +++ b/examples/flex-flows/eval-checklist/README.md @@ -20,6 +20,11 @@ Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You cat ../.env ``` +- Run as normal Python file +```bash +python check_list.py +``` + - Test flow ```bash pf flow test --flow . --inputs answer='ChatGPT is a conversational AI model developed by OpenAI. It is based on the GPT-3 architecture and is designed to generate human-like responses to text inputs. ChatGPT is capable of understanding and responding to a wide range of topics and can be used for tasks such as answering questions, generating creative content, and providing assistance with various tasks. The model has been trained on a diverse range of internet text and is constantly being updated to improve its performance and capabilities. ChatGPT is available through the OpenAI API and can be accessed by developers and researchers to build applications and tools that leverage its capabilities.' statements='{\"correctness\":\"It contains a detailed explanation of ChatGPT.\"}' diff --git a/examples/flex-flows/eval-code-quality/README.md b/examples/flex-flows/eval-code-quality/README.md index 880319596dc..ce2486e86ee 100644 --- a/examples/flex-flows/eval-code-quality/README.md +++ b/examples/flex-flows/eval-code-quality/README.md @@ -20,6 +20,11 @@ Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You cat ../.env ``` +- Run as normal Python file +```bash +python code_quality.py +``` + - Test flow ```bash # correct diff --git a/examples/tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb b/examples/tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb index 17e25bde38a..291d254191d 100644 --- a/examples/tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb +++ b/examples/tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb @@ -166,7 +166,7 @@ } ], "metadata": { - "description": "A tutorial on how to levarage custom OLTP collector.", + "description": "A tutorial on how to levarage custom OTLP collector.", "kernelspec": { "display_name": "tracing-rel", "language": "python", From e98f07532479749e77bd61bb5e97b972996be869 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 8 Apr 2024 17:42:46 +0800 Subject: [PATCH 063/119] refine samples --- examples/flex-flows/chat-basic/README.md | 4 ++-- .../eval-checklist/{requirement.txt => requirements.txt} | 0 .../eval-code-quality/{requirement.txt => requirements.txt} | 0 3 files changed, 2 insertions(+), 2 deletions(-) rename examples/flex-flows/eval-checklist/{requirement.txt => requirements.txt} (100%) rename examples/flex-flows/eval-code-quality/{requirement.txt => requirements.txt} (100%) diff --git a/examples/flex-flows/chat-basic/README.md b/examples/flex-flows/chat-basic/README.md index 7631fb02cd9..ed02aa56cf4 100644 --- a/examples/flex-flows/chat-basic/README.md +++ b/examples/flex-flows/chat-basic/README.md @@ -77,7 +77,7 @@ pf run list # get a sample run name -name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_code_first")) | .name'| head -n 1 | tr -d '"') +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("chat_basic_")) | .name'| head -n 1 | tr -d '"') # show specific run detail pf run show --name $name @@ -95,7 +95,7 @@ Storing connection info in .env with plaintext is not safe. We recommend to use ```bash # create connection from `azure_openai.yml` file # Override keys with --set to avoid yaml file changes -pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= +pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= # check if connection exists pf connection show -n open_ai_connection diff --git a/examples/flex-flows/eval-checklist/requirement.txt b/examples/flex-flows/eval-checklist/requirements.txt similarity index 100% rename from examples/flex-flows/eval-checklist/requirement.txt rename to examples/flex-flows/eval-checklist/requirements.txt diff --git a/examples/flex-flows/eval-code-quality/requirement.txt b/examples/flex-flows/eval-code-quality/requirements.txt similarity index 100% rename from examples/flex-flows/eval-code-quality/requirement.txt rename to examples/flex-flows/eval-code-quality/requirements.txt From 43ec86034f6c54ce35ae00e37422b0417281a86f Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 8 Apr 2024 17:51:27 +0800 Subject: [PATCH 064/119] refine samples --- .../samples_flexflows_basic_quickstart.yml | 16 ++++++++++++++++ examples/README.md | 2 +- examples/flex-flows/basic/README.md | 2 +- examples/flex-flows/eval-checklist/README.md | 4 ++-- examples/flex-flows/eval-checklist/sample.json | 3 +++ 5 files changed, 23 insertions(+), 4 deletions(-) create mode 100644 examples/flex-flows/eval-checklist/sample.json diff --git a/.github/workflows/samples_flexflows_basic_quickstart.yml b/.github/workflows/samples_flexflows_basic_quickstart.yml index bc5a76b4f3f..547b7b90f6c 100644 --- a/.github/workflows/samples_flexflows_basic_quickstart.yml +++ b/.github/workflows/samples_flexflows_basic_quickstart.yml @@ -34,6 +34,22 @@ jobs: python -m pip install --upgrade pip pip install -r ${{ github.workspace }}/examples/requirements.txt pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: setup .env file + working-directory: examples/flex-flows/basic + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create Aoai Connection run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook diff --git a/examples/README.md b/examples/README.md index 74633df3e45..ba897915333 100644 --- a/examples/README.md +++ b/examples/README.md @@ -124,7 +124,7 @@ | [cloud-run-management.ipynb](tutorials/run-management/cloud-run-management.ipynb) | [![samples_runmanagement_cloudrunmanagement](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_cloudrunmanagement.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_cloudrunmanagement.yml) | Flow run management in Azure AI | | [run-management.ipynb](tutorials/run-management/run-management.ipynb) | [![samples_runmanagement_runmanagement](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_runmanagement.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_runmanagement.yml) | Flow run management | | [trace-autogen-groupchat.ipynb](tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb) | [![samples_trace_autogengroupchat_traceautogengroupchat](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml) | Tracing LLM calls in autogen group chat application | -| [otlp-trace-collector.ipynb](tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb) | [![samples_trace_customotlpcollector_otlptracecollector](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml) | A tutorial on how to levarage custom OLTP collector. | +| [otlp-trace-collector.ipynb](tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb) | [![samples_trace_customotlpcollector_otlptracecollector](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml) | A tutorial on how to levarage custom OTLP collector. | | [trace-langchain.ipynb](tutorials/trace/langchain/trace-langchain.ipynb) | [![samples_trace_langchain_tracelangchain](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_langchain_tracelangchain.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_langchain_tracelangchain.yml) | Tracing LLM calls in langchain application | | [connection.ipynb](connections/connection.ipynb) | [![samples_connections_connection](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml) | Manage various types of connections using sdk | | [chat-with-pdf-azure.ipynb](flows/chat/chat-with-pdf/chat-with-pdf-azure.ipynb) | [![samples_flows_chat_chatwithpdf_chatwithpdfazure](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdfazure.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdfazure.yml) | A tutorial of chat-with-pdf flow that executes in Azure AI | diff --git a/examples/flex-flows/basic/README.md b/examples/flex-flows/basic/README.md index e9f313e36cc..968715e339f 100644 --- a/examples/flex-flows/basic/README.md +++ b/examples/flex-flows/basic/README.md @@ -69,7 +69,7 @@ Storing connection info in .env with plaintext is not safe. We recommend to use ```bash # create connection from `azure_openai.yml` file # Override keys with --set to avoid yaml file changes -pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= +pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= # check if connection exists pf connection show -n open_ai_connection diff --git a/examples/flex-flows/eval-checklist/README.md b/examples/flex-flows/eval-checklist/README.md index e3f6b7ea6e4..22a0159c231 100644 --- a/examples/flex-flows/eval-checklist/README.md +++ b/examples/flex-flows/eval-checklist/README.md @@ -27,6 +27,6 @@ python check_list.py - Test flow ```bash -pf flow test --flow . --inputs answer='ChatGPT is a conversational AI model developed by OpenAI. It is based on the GPT-3 architecture and is designed to generate human-like responses to text inputs. ChatGPT is capable of understanding and responding to a wide range of topics and can be used for tasks such as answering questions, generating creative content, and providing assistance with various tasks. The model has been trained on a diverse range of internet text and is constantly being updated to improve its performance and capabilities. ChatGPT is available through the OpenAI API and can be accessed by developers and researchers to build applications and tools that leverage its capabilities.' statements='{\"correctness\":\"It contains a detailed explanation of ChatGPT.\"}' - +# TODO support this +# pf flow test --flow . --inputs sample.json ``` \ No newline at end of file diff --git a/examples/flex-flows/eval-checklist/sample.json b/examples/flex-flows/eval-checklist/sample.json new file mode 100644 index 00000000000..2d2a2c59b84 --- /dev/null +++ b/examples/flex-flows/eval-checklist/sample.json @@ -0,0 +1,3 @@ +{ + "answer": "ChatGPT is a conversational AI model developed by OpenAI. It is based on the GPT-3 architecture and is designed to generate human-like responses to text inputs. ChatGPT is capable of understanding and responding to a wide range of topics and can be used for tasks such as answering questions, generating creative content, and providing assistance with various tasks. The model has been trained on a diverse range of internet text and is constantly being updated to improve its performance and capabilities. ChatGPT is available through the OpenAI API and can be accessed by developers and researchers to build applications and tools that leverage its capabilities.' statements='{\"correctness\":\"It contains a detailed explanation of ChatGPT.\"}" +} \ No newline at end of file From 83d4e01cf5851e411ccafa8284428a1a82be4820 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 8 Apr 2024 17:57:07 +0800 Subject: [PATCH 065/119] refine samples --- .cspell.json | 1 + 1 file changed, 1 insertion(+) diff --git a/.cspell.json b/.cspell.json index 44787078c57..30b67a40729 100644 --- a/.cspell.json +++ b/.cspell.json @@ -24,6 +24,7 @@ "**/*.xml", "**/*.txt", ".gitignore", + "examples/README.md", "scripts/docs/_build/**", "src/promptflow-azure/promptflow/azure/_restclient/flow/**", "src/promptflow-azure/promptflow/azure/_restclient/swagger.json", From 54d998a7f6191e4f779bc4d48062f50d6e8000bf Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 8 Apr 2024 18:40:06 +0800 Subject: [PATCH 066/119] update workflow --- ...autogengroupchat_traceautogengroupchat.yml | 5 ++ .../OAI_CONFIG_LIST.json.example | 8 +-- .../autogen_workflow.yml.jinja2 | 53 +++++++++++++++++++ scripts/readme/workflow_generator.py | 2 + 4 files changed, 64 insertions(+), 4 deletions(-) create mode 100644 scripts/readme/ghactions_driver/workflow_templates/autogen_workflow.yml.jinja2 diff --git a/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml b/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml index 4709cb48793..90776d8fe43 100644 --- a/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml +++ b/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml @@ -50,6 +50,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example mv ../.env.example ../.env fi + if [[ -e OAI_CONFIG_LIST.json.example ]]; then + echo "OAI_CONFIG_LIST replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" OAI_CONFIG_LIST.json.example + mv OAI_CONFIG_LIST.json.example OAI_CONFIG_LIST.json + fi - name: Create Aoai Connection run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook diff --git a/examples/tutorials/trace/autogen-groupchat/OAI_CONFIG_LIST.json.example b/examples/tutorials/trace/autogen-groupchat/OAI_CONFIG_LIST.json.example index 55eb7c19a91..62d8e334482 100644 --- a/examples/tutorials/trace/autogen-groupchat/OAI_CONFIG_LIST.json.example +++ b/examples/tutorials/trace/autogen-groupchat/OAI_CONFIG_LIST.json.example @@ -1,15 +1,15 @@ [ { "model": "gpt-4", - "api_key": "YOUR_OPENAI_API_KEY", - "base_url": "YOUR_OPENAI_API_BASE_RUL", + "api_key": "", + "base_url": "", "api_type": "azure", "api_version": "2023-06-01-preview" }, { "model": "gpt-35-turbo", - "api_key": "YOUR_OPENAI_API_KEY", - "base_url": "YOUR_OPENAI_API_BASE_RUL", + "api_key": "", + "base_url": "", "api_type": "azure", "api_version": "2023-06-01-preview" } diff --git a/scripts/readme/ghactions_driver/workflow_templates/autogen_workflow.yml.jinja2 b/scripts/readme/ghactions_driver/workflow_templates/autogen_workflow.yml.jinja2 new file mode 100644 index 00000000000..bab8cab1333 --- /dev/null +++ b/scripts/readme/ghactions_driver/workflow_templates/autogen_workflow.yml.jinja2 @@ -0,0 +1,53 @@ +{% extends "workflow_skeleton.yml.jinja2" %} +{% block steps %} +runs-on: ubuntu-latest +steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ '{{' }} secrets.AZURE_CREDENTIALS }} + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + run: | + python -m pip install --upgrade pip + pip install -r ${{ '{{' }} github.workspace }}/examples/requirements.txt + pip install -r ${{ '{{' }} github.workspace }}/examples/dev_requirements.txt + - name: setup .env file + working-directory: {{ gh_working_dir }} + run: | + AOAI_API_KEY=${{ '{{' }} secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi + if [[ -e OAI_CONFIG_LIST.json.example ]]; then + echo "OAI_CONFIG_LIST replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" OAI_CONFIG_LIST.json.example + mv OAI_CONFIG_LIST.json.example OAI_CONFIG_LIST.json + fi + - name: Create Aoai Connection + run: pf connection create -f ${{ '{{' }} github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ '{{' }} secrets.AOAI_API_KEY_TEST }}" api_base="${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }}" + - name: Test Notebook + working-directory: {{ gh_working_dir }} + run: | + papermill -k python {{ name }}.ipynb {{ name }}.output.ipynb + - name: Upload artifact + if: ${{ '{{' }} always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: {{ gh_working_dir }} +{% endblock steps %} \ No newline at end of file diff --git a/scripts/readme/workflow_generator.py b/scripts/readme/workflow_generator.py index 86e2217c86b..699faa85ce2 100644 --- a/scripts/readme/workflow_generator.py +++ b/scripts/readme/workflow_generator.py @@ -82,6 +82,8 @@ def write_notebook_workflow(notebook, name, output_telemetry=Telemetry()): template = env.get_template("pdf_workflow.yml.jinja2") elif "flowasfunction" in workflow_name: template = env.get_template("flow_as_function.yml.jinja2") + elif "traceautogengroupchat" in workflow_name: + template = env.get_template("autogen_workflow.yml.jinja2") content = template.render( { From 998ac5adb3bf403124e62c7b43fb9d6c838c54cd Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 10 Apr 2024 17:06:07 +0800 Subject: [PATCH 067/119] flow.dag.yaml to flow.flex.yaml --- examples/flex-flows/basic/README.md | 4 ++-- .../flex-flows/basic/{flow.dag.yaml => flow.flex.yaml} | 0 examples/flex-flows/basic/quickstart.ipynb | 8 ++++---- examples/flex-flows/chat-basic/README.md | 4 ++-- .../chat-basic/{flow.dag.yaml => flow.flex.yaml} | 0 .../eval-checklist/{flow.dag.yaml => flow.flex.yaml} | 0 .../eval-code-quality/{flow.dag.yaml => flow.flex.yaml} | 0 7 files changed, 8 insertions(+), 8 deletions(-) rename examples/flex-flows/basic/{flow.dag.yaml => flow.flex.yaml} (100%) rename examples/flex-flows/chat-basic/{flow.dag.yaml => flow.flex.yaml} (100%) rename examples/flex-flows/eval-checklist/{flow.dag.yaml => flow.flex.yaml} (100%) rename examples/flex-flows/eval-code-quality/{flow.dag.yaml => flow.flex.yaml} (100%) diff --git a/examples/flex-flows/basic/README.md b/examples/flex-flows/basic/README.md index 968715e339f..2e8e68cb310 100644 --- a/examples/flex-flows/basic/README.md +++ b/examples/flex-flows/basic/README.md @@ -27,7 +27,7 @@ python flow.py - Test flow ```bash -# test with default input value in flow.dag.yaml +# test with default input value in flow.flex.yaml pf flow test --flow . # test with flow inputs @@ -79,7 +79,7 @@ pf connection show -n open_ai_connection **Note**: we used `'` to wrap value since it supports raw value without escape in powershell & bash. For windows command prompt, you may remove the `'` to avoid it become part of the value. ```bash -# test with default input value in flow.dag.yaml +# test with default input value in flow.flex.yaml pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' ``` diff --git a/examples/flex-flows/basic/flow.dag.yaml b/examples/flex-flows/basic/flow.flex.yaml similarity index 100% rename from examples/flex-flows/basic/flow.dag.yaml rename to examples/flex-flows/basic/flow.flex.yaml diff --git a/examples/flex-flows/basic/quickstart.ipynb b/examples/flex-flows/basic/quickstart.ipynb index 72f8d20075e..56e4ac270ad 100644 --- a/examples/flex-flows/basic/quickstart.ipynb +++ b/examples/flex-flows/basic/quickstart.ipynb @@ -181,7 +181,7 @@ "source": [ "## 2. Batch run the function as flow with multi-line data\n", "\n", - "Create a [flow.dag.yaml](flow.dag.yaml) file to define a flow which entry pointing to the python function we defined.\n" + "Create a [flow.flex.yaml](flow.flex.yaml) file to define a flow which entry pointing to the python function we defined.\n" ] }, { @@ -190,8 +190,8 @@ "metadata": {}, "outputs": [], "source": [ - "# show the flow.dag.yaml content\n", - "with open(\"flow.dag.yaml\") as fin:\n", + "# show the flow.flex.yaml content\n", + "with open(\"flow.flex.yaml\") as fin:\n", " print(fin.read())" ] }, @@ -265,7 +265,7 @@ "metadata": {}, "outputs": [], "source": [ - "eval_flow = \"../eval-code-quality/flow.dag.yaml\"\n", + "eval_flow = \"../eval-code-quality/flow.flex.yaml\"\n", "\n", "eval_run = pf.run(\n", " flow=eval_flow,\n", diff --git a/examples/flex-flows/chat-basic/README.md b/examples/flex-flows/chat-basic/README.md index ed02aa56cf4..333bf0c4389 100644 --- a/examples/flex-flows/chat-basic/README.md +++ b/examples/flex-flows/chat-basic/README.md @@ -52,7 +52,7 @@ python flow.py - Test flow ```bash -# run chat flow with default question in flow.dag.yaml +# run chat flow with default question in flow.flex.yaml pf flow test --flow . # run chat flow with new question @@ -105,7 +105,7 @@ pf connection show -n open_ai_connection **Note**: we used `'` to wrap value since it supports raw value without escape in powershell & bash. For windows command prompt, you may remove the `'` to avoid it become part of the value. ```bash -# test with default input value in flow.dag.yaml +# test with default input value in flow.flex.yaml pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' ``` diff --git a/examples/flex-flows/chat-basic/flow.dag.yaml b/examples/flex-flows/chat-basic/flow.flex.yaml similarity index 100% rename from examples/flex-flows/chat-basic/flow.dag.yaml rename to examples/flex-flows/chat-basic/flow.flex.yaml diff --git a/examples/flex-flows/eval-checklist/flow.dag.yaml b/examples/flex-flows/eval-checklist/flow.flex.yaml similarity index 100% rename from examples/flex-flows/eval-checklist/flow.dag.yaml rename to examples/flex-flows/eval-checklist/flow.flex.yaml diff --git a/examples/flex-flows/eval-code-quality/flow.dag.yaml b/examples/flex-flows/eval-code-quality/flow.flex.yaml similarity index 100% rename from examples/flex-flows/eval-code-quality/flow.dag.yaml rename to examples/flex-flows/eval-code-quality/flow.flex.yaml From 21e6e856f285a8aa9d4b970be568aeab0156249a Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 10 Apr 2024 17:14:44 +0800 Subject: [PATCH 068/119] refine --- examples/flex-flows/eval-checklist/README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/examples/flex-flows/eval-checklist/README.md b/examples/flex-flows/eval-checklist/README.md index 22a0159c231..6b9c69d51b3 100644 --- a/examples/flex-flows/eval-checklist/README.md +++ b/examples/flex-flows/eval-checklist/README.md @@ -27,6 +27,5 @@ python check_list.py - Test flow ```bash -# TODO support this -# pf flow test --flow . --inputs sample.json +pf flow test --flow . --inputs sample.json ``` \ No newline at end of file From 2c4d3961d7aa157a592786d26eb3d70b78add7c2 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 10 Apr 2024 17:19:32 +0800 Subject: [PATCH 069/119] update sample.json --- examples/flex-flows/eval-checklist/sample.json | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/examples/flex-flows/eval-checklist/sample.json b/examples/flex-flows/eval-checklist/sample.json index 2d2a2c59b84..5a62b706a4e 100644 --- a/examples/flex-flows/eval-checklist/sample.json +++ b/examples/flex-flows/eval-checklist/sample.json @@ -1,3 +1,4 @@ { - "answer": "ChatGPT is a conversational AI model developed by OpenAI. It is based on the GPT-3 architecture and is designed to generate human-like responses to text inputs. ChatGPT is capable of understanding and responding to a wide range of topics and can be used for tasks such as answering questions, generating creative content, and providing assistance with various tasks. The model has been trained on a diverse range of internet text and is constantly being updated to improve its performance and capabilities. ChatGPT is available through the OpenAI API and can be accessed by developers and researchers to build applications and tools that leverage its capabilities.' statements='{\"correctness\":\"It contains a detailed explanation of ChatGPT.\"}" + "answer": "ChatGPT is a conversational AI model developed by OpenAI. It is based on the GPT-3 architecture and is designed to generate human-like responses to text inputs. ChatGPT is capable of understanding and responding to a wide range of topics and can be used for tasks such as answering questions, generating creative content, and providing assistance with various tasks. The model has been trained on a diverse range of internet text and is constantly being updated to improve its performance and capabilities. ChatGPT is available through the OpenAI API and can be accessed by developers and researchers to build applications and tools that leverage its capabilities.", + "statements": { "correctness": "It contains a detailed explanation of ChatGPT." } } \ No newline at end of file From 422c4ac616b952842d0d52ced06c6816f2aafb8e Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Wed, 10 Apr 2024 18:57:46 +0800 Subject: [PATCH 070/119] update sample --- .../trace-autogen-groupchat.ipynb | 24 ++----------------- 1 file changed, 2 insertions(+), 22 deletions(-) diff --git a/examples/tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb b/examples/tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb index 8cd918c66f3..ba4f291da98 100644 --- a/examples/tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb +++ b/examples/tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb @@ -122,27 +122,6 @@ "manager = autogen.GroupChatManager(groupchat=groupchat, llm_config=llm_config)" ] }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Start Chat" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "user_proxy.initiate_chat(\n", - " manager,\n", - " message=\"Find a latest paper about gpt-4 on arxiv and find its potential applications in software.\",\n", - ")\n", - "# type exit to terminate the chat" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -159,7 +138,8 @@ "from promptflow.tracing import start_trace\n", "\n", "# start a trace session, and print a url for user to check trace\n", - "start_trace()" + "# traces will be collected into below collection name\n", + "start_trace(collection=\"autogen-groupchat\")" ] }, { From d5d6039bd3ff84618f0fb2d5099d81c22b0247f1 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Thu, 11 Apr 2024 13:53:11 +0800 Subject: [PATCH 071/119] refine trace doc --- .github/workflows/samples_tutorials_trace.yml | 106 ++++++++++++++++++ docs/concepts/concept-flows.md | 34 ++++-- docs/how-to-guides/index.md | 1 + docs/how-to-guides/tracing.md | 85 ++++++++++++++ .../media/trace}/LLM-trace-detail.png | Bin .../media/trace}/LLM-trace-list.png | Bin .../media/trace}/at-trace-detail.png | Bin .../media/trace}/autogen-trace-detail.png | Bin .../media/trace}/batch_run_record.png | Bin .../media/trace}/flow-trace-detail.png | Bin .../media/trace}/flow-trace-records.png | Bin .../media/trace}/langchain-trace-detail.png | Bin examples/README.md | 1 + examples/tutorials/trace/README.md | 37 +++--- 14 files changed, 236 insertions(+), 28 deletions(-) create mode 100644 .github/workflows/samples_tutorials_trace.yml create mode 100644 docs/how-to-guides/tracing.md rename {examples/tutorials/trace/img => docs/media/trace}/LLM-trace-detail.png (100%) rename {examples/tutorials/trace/img => docs/media/trace}/LLM-trace-list.png (100%) rename {examples/tutorials/trace/img => docs/media/trace}/at-trace-detail.png (100%) rename {examples/tutorials/trace/img => docs/media/trace}/autogen-trace-detail.png (100%) rename {examples/tutorials/trace/img => docs/media/trace}/batch_run_record.png (100%) rename {examples/tutorials/trace/img => docs/media/trace}/flow-trace-detail.png (100%) rename {examples/tutorials/trace/img => docs/media/trace}/flow-trace-records.png (100%) rename {examples/tutorials/trace/img => docs/media/trace}/langchain-trace-detail.png (100%) diff --git a/.github/workflows/samples_tutorials_trace.yml b/.github/workflows/samples_tutorials_trace.yml new file mode 100644 index 00000000000..34657eb9072 --- /dev/null +++ b/.github/workflows/samples_tutorials_trace.yml @@ -0,0 +1,106 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_tutorials_trace +on: + schedule: + - cron: "51 21 * * *" # Every day starting at 5:51 BJT + pull_request: + branches: [ main ] + paths: [ examples/tutorials/trace/**, examples/tutorials/trace//**, .github/workflows/samples_tutorials_trace.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_tutorials_trace: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + working-directory: examples + run: | + if [[ -e requirements.txt ]]; then + python -m pip install --upgrade pip + pip install -r requirements.txt + fi + - name: Prepare dev requirements + working-directory: examples + run: | + python -m pip install --upgrade pip + pip install -r dev_requirements.txt + - name: Refine .env file + working-directory: examples/tutorials/trace + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi + - name: Create run.yml + working-directory: examples/tutorials/trace + run: | + gpt_base=${{ secrets.AOAI_API_ENDPOINT_TEST }} + gpt_base=$(echo ${gpt_base//\//\\/}) + if [[ -e run.yml ]]; then + sed -i -e "s/\${azure_open_ai_connection.api_key}/${{ secrets.AOAI_API_KEY_TEST }}/g" -e "s/\${azure_open_ai_connection.api_base}/$gpt_base/g" run.yml + fi + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Extract Steps examples/tutorials/trace/README.md + working-directory: ${{ github.workspace }} + run: | + python scripts/readme/extract_steps_from_readme.py -f examples/tutorials/trace/README.md -o examples/tutorials/trace + - name: Cat script + working-directory: examples/tutorials/trace + run: | + cat bash_script.sh + - name: Run scripts against canary workspace (scheduled runs only) + if: github.event_name == 'schedule' + working-directory: examples/tutorials/trace + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} + bash bash_script.sh + - name: Run scripts against production workspace + if: github.event_name != 'schedule' + working-directory: examples/tutorials/trace + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} + bash bash_script.sh + - name: Pip List for Debug + if : ${{ always() }} + working-directory: examples/tutorials/trace + run: | + pip list + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/tutorials/trace/bash_script.sh \ No newline at end of file diff --git a/docs/concepts/concept-flows.md b/docs/concepts/concept-flows.md index 28bcd3e11f2..d33500566aa 100644 --- a/docs/concepts/concept-flows.md +++ b/docs/concepts/concept-flows.md @@ -1,27 +1,43 @@ -While how LLMs work may be elusive to many developers, how LLM apps work is not - they essentially involve a series of calls to external services such as LLMs/databases/search engines, or intermediate data processing, all glued together. Thus LLM apps are merely Directed Acyclic Graphs (DAGs) of function calls. These DAGs are flows in prompt flow. +While how LLMs work may be elusive to many developers, how LLM apps work is not - they essentially involve a series of calls to external services such as LLMs/databases/search engines, or intermediate data processing, all glued together. # Flows +## Flex flows + +You can create LLM apps using a Python function or class as the entry point, which encapsulating your app logic. You can directly test or run these with pure code experience. Or you can define a `flow.flex.yaml` that points to these entries, which enables testing, running, or viewing traces via the [Promptflow VS Code Extension](https://marketplace.visualstudio.com/items?itemName=prompt-flow.prompt-flow). + +Our [examples]((https://github.com/microsoft/promptflow/tree/main/examples/flex-flows)) should also give you an idea how to write `flex flows`. Flex flow feature is available since promptflow version 1.9.0. + +## DAG flow + +Thus LLM apps can be defined as Directed Acyclic Graphs (DAGs) of function calls. These DAGs are flows in prompt flow. + A flow in prompt flow is a DAG of functions (we call them [tools](./concept-tools.md)). These functions/tools connected via input/output dependencies and executed based on the topology by prompt flow executor. -A flow is represented as a YAML file and can be visualized with our [Prompt flow for VS Code extension](https://marketplace.visualstudio.com/items?itemName=prompt-flow.prompt-flow). Here is an example: +A flow is represented as a YAML file and can be visualized with our [Prompt flow for VS Code extension](https://marketplace.visualstudio.com/items?itemName=prompt-flow.prompt-flow). Here is an example `flow.dag.yaml`: ![flow_dag](../media/how-to-guides/quick-start/flow_dag.png) +Please refer to our [examples](https://github.com/microsoft/promptflow/tree/main/examples/flows) to learn how to write a `DAG flow`. + ## Flow types -Prompt flow has three flow types: +Prompt flow examples organize flows by three categories: -- **Standard flow** and **Chat flow**: these two are for you to develop your LLM application. The primary difference between the two lies in the additional support provided by the "Chat Flow" for chat applications. For instance, you can define chat_history, chat_input, and chat_output for your flow. The prompt flow, in turn, will offer a chat-like experience (including conversation history) during the development of the flow. Moreover, it also provides a sample chat application for deployment purposes. +- **Standard flow** or **Chat flow**: these two are for you to develop your LLM application. The primary difference between the two lies in the additional support provided by the "Chat Flow" for chat applications. For instance, you can define `chat_history`, `chat_input`, and `chat_output` for your flow. The prompt flow, in turn, will offer a chat-like experience (including conversation history) during the development of the flow. Moreover, it also provides a sample chat application for deployment purposes. - **Evaluation flow** is for you to test/evaluate the quality of your LLM application (standard/chat flow). It usually run on the outputs of standard/chat flow, and compute some metrics that can be used to determine whether the standard/chat flow performs well. E.g. is the answer accurate? is the answer fact-based? -## When to use standard flow vs. chat flow? -As a general guideline, if you are building a chatbot that needs to maintain conversation history, try chat flow. In most other cases, standard flow should serve your needs. +Flex flow [examples](https://github.com/microsoft/promptflow/tree/main/examples/flex-flows): +- [basic](https://github.com/microsoft/promptflow/tree/main/examples/flex-flows/basic) +- [chat-basic](https://github.com/microsoft/promptflow/tree/main/examples/flex-flows/chat-basic) +- [eval-basic](https://github.com/microsoft/promptflow/tree/main/examples/flex-flows/eval-basic) + +DAG flow [examples](https://github.com/microsoft/promptflow/tree/main/examples/flows): +- [basic](https://github.com/microsoft/promptflow/tree/main/examples/flows/standard/basic) +- [chat-basic](https://github.com/microsoft/promptflow/tree/main/examples/flows/chat/chat-basic) +- [eval-basic](https://github.com/microsoft/promptflow/tree/main/examples/flows/evaluation/eval-basic) -Our examples should also give you an idea when to use what: -- [examples/flows/standard](https://github.com/microsoft/promptflow/tree/main/examples/flows/standard) -- [examples/flows/chat](https://github.com/microsoft/promptflow/tree/main/examples/flows/chat) ## Next steps diff --git a/docs/how-to-guides/index.md b/docs/how-to-guides/index.md index f47bb98f4f1..715fc2345d0 100644 --- a/docs/how-to-guides/index.md +++ b/docs/how-to-guides/index.md @@ -18,5 +18,6 @@ manage-runs set-global-configs develop-a-tool/index process-image-in-flow +tracing faq ``` diff --git a/docs/how-to-guides/tracing.md b/docs/how-to-guides/tracing.md new file mode 100644 index 00000000000..a7e57528f0c --- /dev/null +++ b/docs/how-to-guides/tracing.md @@ -0,0 +1,85 @@ +# Tracing + +:::{admonition} Experimental feature +This is an experimental feature, and may change at any time. Learn [more](faq.md#stable-vs-experimental). +::: + +Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows. + +For `DAG flow` user can track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. + +For `Flex flow` developers, which are using different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications, we allow user to instrument their code in a [OpenTelemetry](https://opentelemetry.io/) compatible way, and visualize using UI provided by promptflow devkit. + +## Instrumenting user's code + +### **`start_trace()` to enable trace for LLM calls** +Let's start with the simplest example, add single line code to enable trace for LLM calls in your application. +```python +from openai import OpenAI +from promptflow.tracing import start_trace + +# start_trace() will print a url for trace detail visualization +start_trace() + +client = OpenAI() + +completion = client.chat.completions.create( + model="gpt-4", + messages=[ + {"role": "system", "content": "You are a poetic assistant, skilled in explaining complex programming concepts with creative flair."}, + {"role": "user", "content": "Compose a poem that explains the concept of recursion in programming."} + ] +) + +print(completion.choices[0].message) +``` + +With the trace url, user will see a trace list that corresponding to each LLM calls: +![LLM-trace-list](../media/trace/LLM-trace-list.png) + + +Click on line record, the LLM detail will be displayed with chat window experience, together with other LLM call params: +![LLM-trace-detail](../media/trace/LLM-trace-detail.png) + +More case of adding trace for autogen and langchain: + +1. **[Add trace for Autogen](./autogen-groupchat/)** + +![autogen-trace-detail](../media/trace/autogen-trace-detail.png) + +2. **[Add trace for Langchain](./langchain)** + +![langchain-trace-detail](../media/trace/langchain-trace-detail.png) + +### **`@trace` to allow you trace for any function** +More common scenario is the application has complicated code structure, and developer would like to add trace on critical path that they would like to debug and monitor. + +See the **[math_to_code](./math_to_code.py)** example. Execute below command will get an URL to display the trace records and trace details of each test. + +```cmd +python math_to_code.py +``` + +## Trace visualization in flow test and batch run + +### Flow test +If your application is created with DAG flow, all flow test and batch run will be automatically enable trace function. Take the **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example. Run `pf flow test --flow .`, each flow test will generate single line in the trace UI: +![flow-trace-record](../media/trace/flow-trace-records.png) + +Click a record, the trace details will be visualized as tree view. + +![flow-trace-detail](../media/trace/flow-trace-detail.png) + +### Evaluate against batch data +Keep using **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example, to trigger a batch run, you can use below commands: + +```cmd +pf run create -f batch_run.yaml +``` +Or +```cmd +pf run create --flow . --data "./data/bert-paper-qna.jsonl" --column-mapping chat_history='${data.chat_history}' pdf_url='${data.pdf_url}' question='${data.question}' +``` +Then you will get a run related trace URL, e.g. http://localhost:52008/v1.0/ui/traces?run=chat_with_pdf_variant_0_20240226_181222_219335 + +![batch_run_record](../media/trace/batch_run_record.png) \ No newline at end of file diff --git a/examples/tutorials/trace/img/LLM-trace-detail.png b/docs/media/trace/LLM-trace-detail.png similarity index 100% rename from examples/tutorials/trace/img/LLM-trace-detail.png rename to docs/media/trace/LLM-trace-detail.png diff --git a/examples/tutorials/trace/img/LLM-trace-list.png b/docs/media/trace/LLM-trace-list.png similarity index 100% rename from examples/tutorials/trace/img/LLM-trace-list.png rename to docs/media/trace/LLM-trace-list.png diff --git a/examples/tutorials/trace/img/at-trace-detail.png b/docs/media/trace/at-trace-detail.png similarity index 100% rename from examples/tutorials/trace/img/at-trace-detail.png rename to docs/media/trace/at-trace-detail.png diff --git a/examples/tutorials/trace/img/autogen-trace-detail.png b/docs/media/trace/autogen-trace-detail.png similarity index 100% rename from examples/tutorials/trace/img/autogen-trace-detail.png rename to docs/media/trace/autogen-trace-detail.png diff --git a/examples/tutorials/trace/img/batch_run_record.png b/docs/media/trace/batch_run_record.png similarity index 100% rename from examples/tutorials/trace/img/batch_run_record.png rename to docs/media/trace/batch_run_record.png diff --git a/examples/tutorials/trace/img/flow-trace-detail.png b/docs/media/trace/flow-trace-detail.png similarity index 100% rename from examples/tutorials/trace/img/flow-trace-detail.png rename to docs/media/trace/flow-trace-detail.png diff --git a/examples/tutorials/trace/img/flow-trace-records.png b/docs/media/trace/flow-trace-records.png similarity index 100% rename from examples/tutorials/trace/img/flow-trace-records.png rename to docs/media/trace/flow-trace-records.png diff --git a/examples/tutorials/trace/img/langchain-trace-detail.png b/docs/media/trace/langchain-trace-detail.png similarity index 100% rename from examples/tutorials/trace/img/langchain-trace-detail.png rename to docs/media/trace/langchain-trace-detail.png diff --git a/examples/README.md b/examples/README.md index ba897915333..48eeb43a680 100644 --- a/examples/README.md +++ b/examples/README.md @@ -33,6 +33,7 @@ | [docker](tutorials/flow-deploy/docker/README.md) | [![samples_tutorials_flow_deploy_docker](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_docker.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_docker.yml) | This example demos how to deploy flow as a docker app | | [kubernetes](tutorials/flow-deploy/kubernetes/README.md) | [![samples_tutorials_flow_deploy_kubernetes](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_kubernetes.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_kubernetes.yml) | This example demos how to deploy flow as a Kubernetes app | | [promptflow-quality-improvement](tutorials/flow-fine-tuning-evaluation/promptflow-quality-improvement.md) | [![samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml) | This tutorial is designed to enhance your understanding of improving flow quality through prompt tuning and evaluation | +| [trace](tutorials/trace/README.md) | [![samples_tutorials_trace](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_trace.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_trace.yml) | Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows | ### Flex Flows ([flex-flows](flex-flows)) diff --git a/examples/tutorials/trace/README.md b/examples/tutorials/trace/README.md index 57ecf793dfb..286f1c6ca93 100644 --- a/examples/tutorials/trace/README.md +++ b/examples/tutorials/trace/README.md @@ -1,16 +1,15 @@ -## Installation -* Install promptflow private wheel: -```cmd -pip install promptflow-tracing -pip install "promptflow>=1.7.0" -``` -* Enable internal features in your conda env -```cmd -pf config set enable_internal_features=true -``` +--- +resources: examples/tutorials/trace/ +--- ## Traces -Today, DAG prompt flow has a way to track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. While more developers are using different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications. To benefit these non-DAG-flow developers, prompt flow provides the trace feature to capture and visualize the internal execution details. + +Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows. + +For `DAG flow` user can track and visualize node level inputs/outputs of flow execution, it provides critical insights for developer to understand the internal details of execution. + +For `Flex flow` developers, which are using different frameworks (langchain, semantic kernel, OpenAI, kinds of agents) to create LLM based applications, we allow user to instrument their code in a [OpenTelemetry](https://opentelemetry.io/) compatible way, and visualize using UI provided by promptflow devkit. + ### LLM Trace #### **`start_trace()` to enable trace for LLM calls** Let's start with the simplest example, add single line code to enable trace for LLM calls in your application. @@ -35,37 +34,37 @@ print(completion.choices[0].message) ``` With the trace url, user will see a trace list that corresponding to each LLM calls: -![LLM-trace-list](./img/LLM-trace-list.png) +![LLM-trace-list](../../../docs/media/trace/LLM-trace-list.png) Click on line record, the LLM detail will be displayed with chat window experience, together with other LLM call params: -![LLM-trace-detail](./img/LLM-trace-detail.png) +![LLM-trace-detail](../../../docs/media/trace/LLM-trace-detail.png) More case of adding trace for autogen and langchain: 1. **[Add trace for Autogen](./autogen-groupchat/)** -![autogen-trace-detail](./img/autogen-trace-detail.png) +![autogen-trace-detail](../../../docs/media/trace/autogen-trace-detail.png) 2. **[Add trace for Langchain](./langchain)** -![langchain-trace-detail](./img/langchain-trace-detail.png) +![langchain-trace-detail](../../../docs/media/trace/langchain-trace-detail.png) #### **`@trace` to allow you trace for any function** More common scenario is the application has complicated code structure, and developer would like to add trace on critical path that they would like to debug and monitor. See the **[math_to_code](./math_to_code.py)** example. Execute below command will get an URL to display the trace records and trace details of each test. -```cmd +```bash python math_to_code.py ``` ### Flow Traces If your application is created with DAG flow, all flow test and batch run will be automatically enable trace function. Take the **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example. Run `pf flow test --flow .`, each flow test will generate single line in the trace UI: -![flow-trace-record](./img/flow-trace-records.png) +![flow-trace-record](../../../docs/media/trace/flow-trace-records.png) Click a record, the trace details will be visualized as tree view. -![flow-trace-detail](./img/flow-trace-detail.png) +![flow-trace-detail](../../../docs/media/trace/flow-trace-detail.png) ### Evaluate against batch data Keep using **[chat_with_pdf](../../flows/chat/chat-with-pdf/)** as example, to trigger a batch run, you can use below commands: @@ -79,4 +78,4 @@ pf run create --flow . --data "./data/bert-paper-qna.jsonl" --column-mapping cha ``` Then you will get a run related trace URL, e.g. http://localhost:52008/v1.0/ui/traces?run=chat_with_pdf_variant_0_20240226_181222_219335 -![batch_run_record](./img/batch_run_record.png) \ No newline at end of file +![batch_run_record](../../../docs/media/trace/batch_run_record.png) \ No newline at end of file From e2bece6eeced48a8c24226983db9b095d086813d Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Thu, 11 Apr 2024 14:28:49 +0800 Subject: [PATCH 072/119] update class based flex flow example --- examples/README.md | 8 ++-- examples/flex-flows/basic/README.md | 2 +- examples/flex-flows/chat-basic/README.md | 2 +- examples/flex-flows/chat-basic/flow.flex.yaml | 2 +- examples/flex-flows/chat-basic/flow.py | 45 +++++++++++-------- examples/flex-flows/eval-checklist/README.md | 2 +- .../flex-flows/eval-checklist/check_list.py | 34 +++++++------- .../flex-flows/eval-checklist/flow.flex.yaml | 2 +- .../flex-flows/eval-code-quality/README.md | 2 +- .../eval-code-quality/code_quality.py | 1 + 10 files changed, 56 insertions(+), 44 deletions(-) diff --git a/examples/README.md b/examples/README.md index 48eeb43a680..dfc6549cf6b 100644 --- a/examples/README.md +++ b/examples/README.md @@ -40,10 +40,10 @@ | path | status | description | ------|--------|------------- -| [basic](flex-flows/basic/README.md) | [![samples_flex_flows_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_basic.yml) | A basic standard flow calls Azure OpenAI with connection info stored in environment variables | -| [chat-basic](flex-flows/chat-basic/README.md) | [![samples_flex_flows_chat_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_chat_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_chat_basic.yml) | This example shows how to create a basic chat flow | -| [eval-checklist](flex-flows/eval-checklist/README.md) | [![samples_flex_flows_eval_checklist](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_checklist.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_checklist.yml) | A example flow shows how to evaluate the answer pass user specified check list | -| [eval-code-quality](flex-flows/eval-code-quality/README.md) | [![samples_flex_flows_eval_code_quality](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_code_quality.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_code_quality.yml) | A example flow shows how to evaluate the quality of code snippet | +| [basic](flex-flows/basic/README.md) | [![samples_flex_flows_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_basic.yml) | A basic standard flow define using function entry that calls Azure OpenAI with connection info stored in environment variables | +| [chat-basic](flex-flows/chat-basic/README.md) | [![samples_flex_flows_chat_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_chat_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_chat_basic.yml) | A basic chat flow defined using class entry | +| [eval-checklist](flex-flows/eval-checklist/README.md) | [![samples_flex_flows_eval_checklist](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_checklist.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_checklist.yml) | A example flow defined using class entry which demos how to evaluate the answer pass user specified check list | +| [eval-code-quality](flex-flows/eval-code-quality/README.md) | [![samples_flex_flows_eval_code_quality](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_code_quality.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_code_quality.yml) | A example flow defined using function entry which shows how to evaluate the quality of code snippet | ### Flows ([flows](flows)) diff --git a/examples/flex-flows/basic/README.md b/examples/flex-flows/basic/README.md index 2e8e68cb310..036fd4b2c19 100644 --- a/examples/flex-flows/basic/README.md +++ b/examples/flex-flows/basic/README.md @@ -1,5 +1,5 @@ # Basic standard flow -A basic standard flow calls Azure OpenAI with connection info stored in environment variables. +A basic standard flow define using function entry that calls Azure OpenAI with connection info stored in environment variables. ## Prerequisites diff --git a/examples/flex-flows/chat-basic/README.md b/examples/flex-flows/chat-basic/README.md index 333bf0c4389..b4435ab49c2 100644 --- a/examples/flex-flows/chat-basic/README.md +++ b/examples/flex-flows/chat-basic/README.md @@ -1,5 +1,5 @@ # Basic chat -This example shows how to create a basic chat flow. It demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message. +A basic chat flow defined using class entry. It demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message. ## Prerequisites diff --git a/examples/flex-flows/chat-basic/flow.flex.yaml b/examples/flex-flows/chat-basic/flow.flex.yaml index 75b6ae2d26f..92b746f402d 100644 --- a/examples/flex-flows/chat-basic/flow.flex.yaml +++ b/examples/flex-flows/chat-basic/flow.flex.yaml @@ -1,5 +1,5 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json -entry: flow:flow_entry +entry: flow:ChatFlow environment: image: mcr.microsoft.com/azureml/promptflow/promptflow-python python_requirements_txt: requirements.txt diff --git a/examples/flex-flows/chat-basic/flow.py b/examples/flex-flows/chat-basic/flow.py index 3391281e5b6..3615e073e95 100644 --- a/examples/flex-flows/chat-basic/flow.py +++ b/examples/flex-flows/chat-basic/flow.py @@ -27,34 +27,41 @@ class Result: @trace -def flow_entry(question: str = "What is ChatGPT?", chat_history: list = []) -> Result: - """Flow entry function.""" +class ChatFlow: - prompt = load_prompt("chat.jinja2", question, chat_history) + def __init__(self): + if "AZURE_OPENAI_API_KEY" not in os.environ: + # load environment variables from .env file + load_dotenv() - if "AZURE_OPENAI_API_KEY" not in os.environ: - # load environment variables from .env file - load_dotenv() + if "AZURE_OPENAI_API_KEY" not in os.environ: + raise Exception( + "Please specify environment variables: AZURE_OPENAI_API_KEY" + ) - if "AZURE_OPENAI_API_KEY" not in os.environ: - raise Exception("Please specify environment variables: AZURE_OPENAI_API_KEY") + self.connection = AzureOpenAIConnection.from_env() - connection = AzureOpenAIConnection.from_env() + def __call__( + self, question: str = "What is ChatGPT?", chat_history: list = [] + ) -> Result: + """Flow entry function.""" - output = chat( - connection=connection, - prompt=prompt, - deployment_name="gpt-35-turbo", - max_tokens=256, - temperature=0.7, - ) - return Result(answer=output) + prompt = load_prompt("chat.jinja2", question, chat_history) + + output = chat( + connection=self.connection, + prompt=prompt, + deployment_name="gpt-35-turbo", + max_tokens=256, + temperature=0.7, + ) + return Result(answer=output) if __name__ == "__main__": from promptflow.tracing import start_trace start_trace() - - result = flow_entry("What's Azure Machine Learning?", []) + flow = ChatFlow() + result = flow("What's Azure Machine Learning?", []) print(result) diff --git a/examples/flex-flows/eval-checklist/README.md b/examples/flex-flows/eval-checklist/README.md index 6b9c69d51b3..42ccd816de2 100644 --- a/examples/flex-flows/eval-checklist/README.md +++ b/examples/flex-flows/eval-checklist/README.md @@ -1,5 +1,5 @@ # Eval Check List -A example flow shows how to evaluate the answer pass user specified check list. +A example flow defined using class entry which demos how to evaluate the answer pass user specified check list. ## Prerequisites diff --git a/examples/flex-flows/eval-checklist/check_list.py b/examples/flex-flows/eval-checklist/check_list.py index aa764cba473..51af539cd35 100644 --- a/examples/flex-flows/eval-checklist/check_list.py +++ b/examples/flex-flows/eval-checklist/check_list.py @@ -13,7 +13,9 @@ @trace -def load_prompt(jinja2_template: str, answer: str, statement: str, examples: list) -> str: +def load_prompt( + jinja2_template: str, answer: str, statement: str, examples: list +) -> str: """Load prompt function.""" with open(BASE_DIR / jinja2_template, "r", encoding="utf-8") as f: tmpl = Template(f.read(), trim_blocks=True, keep_trailing_newline=True) @@ -21,19 +23,6 @@ def load_prompt(jinja2_template: str, answer: str, statement: str, examples: lis return prompt -@trace -def check_list(answer: str, statements: dict): - """Check the answer applies for a collection of check statement.""" - if isinstance(statements, str): - statements = json.loads(statements) - - results = {} - for key, statement in statements.items(): - r = check(answer=answer, statement=statement) - results[key] = r - return results - - @trace def check(answer: str, statement: str): """Check the answer applies for the check statement.""" @@ -68,6 +57,20 @@ def check(answer: str, statement: str): return output +@trace +class EvalFlow: + def __call__(self, answer: str, statements: dict): + """Check the answer applies for a collection of check statement.""" + if isinstance(statements, str): + statements = json.loads(statements) + + results = {} + for key, statement in statements.items(): + r = check(answer=answer, statement=statement) + results[key] = r + return results + + if __name__ == "__main__": from promptflow.tracing import start_trace @@ -84,8 +87,9 @@ def check(answer: str, statement: str): "correctness": "It contains a detailed explanation of ChatGPT.", "consise": "It is a consise statement.", } + flow = EvalFlow() - result = check_list( + result = flow( answer=answer, statements=statements, ) diff --git a/examples/flex-flows/eval-checklist/flow.flex.yaml b/examples/flex-flows/eval-checklist/flow.flex.yaml index dcbcdc6ee14..d6c6b3cd867 100644 --- a/examples/flex-flows/eval-checklist/flow.flex.yaml +++ b/examples/flex-flows/eval-checklist/flow.flex.yaml @@ -1,6 +1,6 @@ $schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json # flow is defined as python function -entry: check_list:check_list +entry: check_list:EvalFlow environment: image: mcr.microsoft.com/azureml/promptflow/promptflow-python python_requirements_txt: requirements.txt diff --git a/examples/flex-flows/eval-code-quality/README.md b/examples/flex-flows/eval-code-quality/README.md index ce2486e86ee..312d7da87e6 100644 --- a/examples/flex-flows/eval-code-quality/README.md +++ b/examples/flex-flows/eval-code-quality/README.md @@ -1,5 +1,5 @@ # Eval Code Quality -A example flow shows how to evaluate the quality of code snippet. +A example flow defined using function entry which shows how to evaluate the quality of code snippet. ## Prerequisites diff --git a/examples/flex-flows/eval-code-quality/code_quality.py b/examples/flex-flows/eval-code-quality/code_quality.py index 0c31b81e639..fa997c40c10 100644 --- a/examples/flex-flows/eval-code-quality/code_quality.py +++ b/examples/flex-flows/eval-code-quality/code_quality.py @@ -65,6 +65,7 @@ def eval_code(code: str) -> Result: if __name__ == "__main__": from promptflow.tracing import start_trace + start_trace() result = eval_code('print("Hello, world!")') From a1cd2e43d9375aa65509f6dca29d3a883f78ea10 Mon Sep 17 00:00:00 2001 From: Zhengfei Wang Date: Thu, 11 Apr 2024 15:10:32 +0800 Subject: [PATCH 073/119] make IO in events --- .../trace/autogen-groupchat/trace-autogen-groupchat.ipynb | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/examples/tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb b/examples/tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb index ba4f291da98..0114b73be39 100644 --- a/examples/tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb +++ b/examples/tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb @@ -168,9 +168,10 @@ " message=message,\n", " clear_history=True,\n", " )\n", - " span.set_attribute(\"inputs\", json.dumps(dict(message=message)))\n", - " span.set_attribute(\"output\", json.dumps(user_proxy.last_message()))\n", " span.set_attribute(\"custom\", \"custom attribute value\")\n", + " # recommend to store inputs and outputs as events\n", + " span.add_event(\"promptflow.function.inputs\", {\"payload\": json.dumps(dict(message=message))})\n", + " span.add_event(\"promptflow.function.output\", {\"payload\": json.dumps(user_proxy.last_message())})\n", "# type exit to terminate the chat" ] }, @@ -204,7 +205,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.17" + "version": "3.10.13" }, "resources": "" }, From 8358d60941c11bce697ef015d89acbfb829d86d9 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Thu, 11 Apr 2024 16:28:50 +0800 Subject: [PATCH 074/119] snapshot --- examples/prompty/basic/README.md | 128 ++++++++++++++++++ examples/prompty/basic/basic.prompty | 30 +++++ examples/prompty/basic/data.jsonl | 3 + examples/prompty/basic/run.yaml | 10 ++ examples/prompty/basic/sample.json | 1 + examples/prompty/chat-basic/README.md | 132 +++++++++++++++++++ examples/prompty/chat-basic/chat.prompty | 0 examples/prompty/chat-basic/sample.json | 0 examples/prompty/eval-checklist/README.md | 30 +++++ examples/prompty/eval-checklist/eval.prompty | 0 examples/prompty/eval-checklist/sample.json | 0 11 files changed, 334 insertions(+) create mode 100644 examples/prompty/basic/README.md create mode 100644 examples/prompty/basic/basic.prompty create mode 100644 examples/prompty/basic/data.jsonl create mode 100644 examples/prompty/basic/run.yaml create mode 100644 examples/prompty/basic/sample.json create mode 100644 examples/prompty/chat-basic/README.md create mode 100644 examples/prompty/chat-basic/chat.prompty create mode 100644 examples/prompty/chat-basic/sample.json create mode 100644 examples/prompty/eval-checklist/README.md create mode 100644 examples/prompty/eval-checklist/eval.prompty create mode 100644 examples/prompty/eval-checklist/sample.json diff --git a/examples/prompty/basic/README.md b/examples/prompty/basic/README.md new file mode 100644 index 00000000000..3ab915bc4e7 --- /dev/null +++ b/examples/prompty/basic/README.md @@ -0,0 +1,128 @@ +# Basic prompty +A basic prompty. + +## Prerequisites + +Install promptflow sdk and other dependencies: +```bash +pip install -r requirements.txt +``` + +## Run flow + +- Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. + +- Setup environment variables + +Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You can create one refer to this [example file](../.env.example). + +```bash +cat ../.env +``` + +- Test flow +```bash +# test with default sample data (TODO) +# pf flow test --flow basic.prompty + +# test with flow inputs +pf flow test --flow basic.prompty --inputs firstName="John" lastName="Doe" question="What is the meaning of life?" + +# test with another sample data (TODO) +pf flow test --flow basic.prompty --inputs sample.json +``` + +- Create run with multiple lines data +```bash +# using environment from .env file (loaded in user code: hello.py) +pf run create --flow basic.prompty --data ./data.jsonl --column-mapping text='${data.text}' --stream +``` + +You can also skip providing `column-mapping` if provided data has same column name as the flow. +Reference [here](https://aka.ms/pf/column-mapping) for default behavior when `column-mapping` not provided in CLI. + +- List and show run meta +```bash +# list created run +pf run list + +# get a sample run name + +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_")) | .name'| head -n 1 | tr -d '"') +# show specific run detail +pf run show --name $name + +# show output +pf run show-details --name $name + +# visualize run in browser +pf run visualize --name $name +``` + +## Run flow with connection +Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. + +- Show or create `open_ai_connection` +```bash +# create connection from `azure_openai.yml` file +# Override keys with --set to avoid yaml file changes +pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= + +# check if connection exists +pf connection show -n open_ai_connection +``` + +- Test using connection secret specified in environment variables +**Note**: we used `'` to wrap value since it supports raw value without escape in powershell & bash. For windows command prompt, you may remove the `'` to avoid it become part of the value. + +```bash +# test with default input value in flow.flex.yaml +pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' +``` + +- Create run using connection secret binding specified in environment variables, see [run.yml](run.yml) +```bash +# create run +pf run create --flow . --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping text='${data.text}' +# create run using yaml file +pf run create --file run.yml --stream + +# show outputs +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_")) | .name'| head -n 1 | tr -d '"') +pf run show-details --name $name +``` + +## Run flow in cloud with connection +- Assume we already have a connection named `open_ai_connection` in workspace. +```bash +# set default workspace +az account set -s +az configure --defaults group= workspace= +``` + +- Create run +```bash +# run with environment variable reference connection in azureml workspace +pfazure run create --flow . --data ./data.jsonl --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping text='${data.text}' --stream +# run using yaml file +pfazure run create --file run.yml --stream +``` + +- List and show run meta +```bash +# list created run +pfazure run list -r 3 + +# get a sample run name +name=$(pfazure run list -r 100 | jq '.[] | select(.name | contains("basic_")) | .name'| head -n 1 | tr -d '"') + +# show specific run detail +pfazure run show --name $name + +# show output +pfazure run show-details --name $name + +# visualize run in browser +pfazure run visualize --name $name +``` + diff --git a/examples/prompty/basic/basic.prompty b/examples/prompty/basic/basic.prompty new file mode 100644 index 00000000000..671f6efdea5 --- /dev/null +++ b/examples/prompty/basic/basic.prompty @@ -0,0 +1,30 @@ +--- +name: Basic Prompt +description: A basic prompt that uses the chat API to answer questions +model: + api: chat + connection: open_ai_connection + parameters: + deployment_name: gpt-35-turbo + max_tokens: 128 + temperature: 0.2 +inputs: + firstName: + type: string + lastName: + type: string + question: + type: string +sample: sample.json +--- +system: +You are an AI assistant who helps people find information. +As the assistant, you answer questions briefly, succinctly. Your structured response. Only accepts JSON format, likes below: +{"name": customer_name, "answer": the answer content} + +# Customer +You are helping {{firstName}} {{lastName}} to find answers to their questions. +Use their name to address them in your responses. + +user: +{{question}} \ No newline at end of file diff --git a/examples/prompty/basic/data.jsonl b/examples/prompty/basic/data.jsonl new file mode 100644 index 00000000000..9d16b6b9703 --- /dev/null +++ b/examples/prompty/basic/data.jsonl @@ -0,0 +1,3 @@ +{"firstName": "John", "lastName": "Doe", "question": "What is the meaning of life?"} +{"firstName": "John", "lastName": "Doe", "question": "What is a ChatGPT prompt?"} +{"firstName": "John", "lastName": "Doe", "question": "How many questions did John Doe ask?"} \ No newline at end of file diff --git a/examples/prompty/basic/run.yaml b/examples/prompty/basic/run.yaml new file mode 100644 index 00000000000..f0214327ef2 --- /dev/null +++ b/examples/prompty/basic/run.yaml @@ -0,0 +1,10 @@ +$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Run.schema.json +flow: basic.prompty +data: data.jsonl +environment_variables: + # environment variables from connection + AZURE_OPENAI_API_KEY: ${open_ai_connection.api_key} + AZURE_OPENAI_ENDPOINT: ${open_ai_connection.api_base} + AZURE_OPENAI_API_TYPE: azure +column_mapping: + question: ${data.question} diff --git a/examples/prompty/basic/sample.json b/examples/prompty/basic/sample.json new file mode 100644 index 00000000000..a6c54f379ce --- /dev/null +++ b/examples/prompty/basic/sample.json @@ -0,0 +1 @@ +{"firstName": "John", "lastName": "Doe", "question": "How many questions did John Doe ask?"} \ No newline at end of file diff --git a/examples/prompty/chat-basic/README.md b/examples/prompty/chat-basic/README.md new file mode 100644 index 00000000000..4d8e19fad89 --- /dev/null +++ b/examples/prompty/chat-basic/README.md @@ -0,0 +1,132 @@ +# Basic chat +A basic chat flow defined using class entry. It demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message. + +## Prerequisites + +Install promptflow sdk and other dependencies in this folder: +```bash +pip install -r requirements.txt +``` + +## What you will learn + +In this flow, you will learn +- how to compose a chat flow. +- prompt template format of LLM tool chat api. Message delimiter is a separate line containing role name and colon: "system:", "user:", "assistant:". +See OpenAI Chat for more about message role. + ```jinja + system: + You are a chatbot having a conversation with a human. + + user: + {{question}} + ``` +- how to consume chat history in prompt. + ```jinja + {% for item in chat_history %} + user: + {{item.inputs.question}} + assistant: + {{item.outputs.answer}} + {% endfor %} + ``` + + +## Run flow + +- Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. + +- Setup environment variables + +Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You can create one refer to this [example file](../.env.example). + +```bash +cat ../.env +``` + +- Test flow + +```bash +# run chat flow with default question in flow.flex.yaml +pf flow test --flow chat.prompty + +# run chat flow with new question +pf flow test --flow chat.prompty --inputs question="What's Azure Machine Learning?" + +pf flow test --flow chat.prompty --inputs question="What is ChatGPT? Please explain with consise statement." +``` + +- Create run with multiple lines data +```bash +# using environment from .env file (loaded in user code: hello.py) +pf run create --flow chat.prompty --data ./data.jsonl --column-mapping question='${data.question}' --stream +``` + +You can also skip providing `column-mapping` if provided data has same column name as the flow. +Reference [here](https://aka.ms/pf/column-mapping) for default behavior when `column-mapping` not provided in CLI. + +- List and show run meta +```bash +# list created run +pf run list + +# get a sample run name + +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("chat_basic_")) | .name'| head -n 1 | tr -d '"') +# show specific run detail +pf run show --name $name + +# show output +pf run show-details --name $name + +# visualize run in browser +pf run visualize --name $name +``` + +## Run flow with connection +Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. + +- Show or create `open_ai_connection` +```bash +# create connection from `azure_openai.yml` file +# Override keys with --set to avoid yaml file changes +pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= + +# check if connection exists +pf connection show -n open_ai_connection +``` + +- Test using connection secret specified in environment variables +**Note**: we used `'` to wrap value since it supports raw value without escape in powershell & bash. For windows command prompt, you may remove the `'` to avoid it become part of the value. + +```bash +# test with default input value in flow.flex.yaml +pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' +``` + +- Create run using connection secret binding specified in environment variables, see [run.yml](run.yml) +```bash +# create run +pf run create --flow . --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping question='${data.question}' +# create run using yaml file +pf run create --file run.yml --stream + +# show outputs +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("chat_basic_")) | .name'| head -n 1 | tr -d '"') +pf run show-details --name $name +``` + +## Run flow in cloud with connection +- Assume we already have a connection named `open_ai_connection` in workspace. +```bash +# set default workspace +az account set -s +az configure --defaults group= workspace= +``` + +- Create run +```bash +# run with environment variable reference connection in azureml workspace +pfazure run create --flow . --data ./data.jsonl --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping question='${data.question}' --stream +# run using yaml file +pfazure run create --file run.yml --stream diff --git a/examples/prompty/chat-basic/chat.prompty b/examples/prompty/chat-basic/chat.prompty new file mode 100644 index 00000000000..e69de29bb2d diff --git a/examples/prompty/chat-basic/sample.json b/examples/prompty/chat-basic/sample.json new file mode 100644 index 00000000000..e69de29bb2d diff --git a/examples/prompty/eval-checklist/README.md b/examples/prompty/eval-checklist/README.md new file mode 100644 index 00000000000..d40a22a8c9e --- /dev/null +++ b/examples/prompty/eval-checklist/README.md @@ -0,0 +1,30 @@ +# Eval Code Quality +A example flow defined using function entry which shows how to evaluate the quality of code snippet. + +## Prerequisites + +Install promptflow sdk and other dependencies: +```bash +pip install -r requirements.txt +``` + +## Run flow + +- Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. + +- Setup environment variables + +Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You can create one refer to this [example file](../.env.example). + +```bash +cat ../.env +``` + +- Test flow +```bash +# correct +pf flow test --flow eval.prompty --inputs code='print(\"Hello, world!\")' + +# incorrect +pf flow test --flow eval.prompty --inputs code='print("Hello, world!")' +``` \ No newline at end of file diff --git a/examples/prompty/eval-checklist/eval.prompty b/examples/prompty/eval-checklist/eval.prompty new file mode 100644 index 00000000000..e69de29bb2d diff --git a/examples/prompty/eval-checklist/sample.json b/examples/prompty/eval-checklist/sample.json new file mode 100644 index 00000000000..e69de29bb2d From 39c6f3417aeab24167a5b66db2d0cad7367add58 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 08:33:48 +0800 Subject: [PATCH 075/119] snapshot --- examples/prompty/basic/README.md | 47 +++---------------- examples/prompty/basic/basic.prompty | 21 +++++---- examples/prompty/basic/sample.json | 6 ++- examples/prompty/chat-basic/README.md | 32 +++---------- examples/prompty/chat-basic/chat.prompty | 45 ++++++++++++++++++ examples/prompty/chat-basic/sample.json | 6 +++ .../README.md | 15 +++--- examples/prompty/eval-apology/apology.prompty | 46 ++++++++++++++++++ examples/prompty/eval-apology/sample.json | 12 +++++ examples/prompty/eval-checklist/eval.prompty | 0 examples/prompty/eval-checklist/sample.json | 0 11 files changed, 144 insertions(+), 86 deletions(-) rename examples/prompty/{eval-checklist => eval-apology}/README.md (56%) create mode 100644 examples/prompty/eval-apology/apology.prompty create mode 100644 examples/prompty/eval-apology/sample.json delete mode 100644 examples/prompty/eval-checklist/eval.prompty delete mode 100644 examples/prompty/eval-checklist/sample.json diff --git a/examples/prompty/basic/README.md b/examples/prompty/basic/README.md index 3ab915bc4e7..0f915c07e0c 100644 --- a/examples/prompty/basic/README.md +++ b/examples/prompty/basic/README.md @@ -1,11 +1,11 @@ # Basic prompty -A basic prompty. +A basic prompt that uses the chat API to answer questions. ## Prerequisites -Install promptflow sdk and other dependencies: +Install `promptflow-devkit`: ```bash -pip install -r requirements.txt +pip install promptflow-devkit ``` ## Run flow @@ -26,15 +26,15 @@ cat ../.env # pf flow test --flow basic.prompty # test with flow inputs -pf flow test --flow basic.prompty --inputs firstName="John" lastName="Doe" question="What is the meaning of life?" +pf flow test --flow basic.prompty --inputs firstName="John" lastName="Doe" question="What is the meaning of life?" -# test with another sample data (TODO) +# test with another sample data pf flow test --flow basic.prompty --inputs sample.json ``` - Create run with multiple lines data ```bash -# using environment from .env file (loaded in user code: hello.py) +# using environment from .env file pf run create --flow basic.prompty --data ./data.jsonl --column-mapping text='${data.text}' --stream ``` @@ -91,38 +91,3 @@ pf run create --file run.yml --stream name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_")) | .name'| head -n 1 | tr -d '"') pf run show-details --name $name ``` - -## Run flow in cloud with connection -- Assume we already have a connection named `open_ai_connection` in workspace. -```bash -# set default workspace -az account set -s -az configure --defaults group= workspace= -``` - -- Create run -```bash -# run with environment variable reference connection in azureml workspace -pfazure run create --flow . --data ./data.jsonl --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping text='${data.text}' --stream -# run using yaml file -pfazure run create --file run.yml --stream -``` - -- List and show run meta -```bash -# list created run -pfazure run list -r 3 - -# get a sample run name -name=$(pfazure run list -r 100 | jq '.[] | select(.name | contains("basic_")) | .name'| head -n 1 | tr -d '"') - -# show specific run detail -pfazure run show --name $name - -# show output -pfazure run show-details --name $name - -# visualize run in browser -pfazure run visualize --name $name -``` - diff --git a/examples/prompty/basic/basic.prompty b/examples/prompty/basic/basic.prompty index 671f6efdea5..65bc5d79dcc 100644 --- a/examples/prompty/basic/basic.prompty +++ b/examples/prompty/basic/basic.prompty @@ -5,16 +5,18 @@ model: api: chat connection: open_ai_connection parameters: - deployment_name: gpt-35-turbo - max_tokens: 128 - temperature: 0.2 + deployment_name: gpt-4 + max_tokens: 128 + temperature: 0.2 + response_format: + type: json_object inputs: - firstName: - type: string - lastName: - type: string - question: - type: string + firstName: + type: string + lastName: + type: string + question: + type: string sample: sample.json --- system: @@ -22,7 +24,6 @@ You are an AI assistant who helps people find information. As the assistant, you answer questions briefly, succinctly. Your structured response. Only accepts JSON format, likes below: {"name": customer_name, "answer": the answer content} -# Customer You are helping {{firstName}} {{lastName}} to find answers to their questions. Use their name to address them in your responses. diff --git a/examples/prompty/basic/sample.json b/examples/prompty/basic/sample.json index a6c54f379ce..a622e01a6cf 100644 --- a/examples/prompty/basic/sample.json +++ b/examples/prompty/basic/sample.json @@ -1 +1,5 @@ -{"firstName": "John", "lastName": "Doe", "question": "How many questions did John Doe ask?"} \ No newline at end of file +{ + "firstName": "John", + "lastName": "Doe", + "question": "Who is the most famous person in the world?" +} diff --git a/examples/prompty/chat-basic/README.md b/examples/prompty/chat-basic/README.md index 4d8e19fad89..535035a582d 100644 --- a/examples/prompty/chat-basic/README.md +++ b/examples/prompty/chat-basic/README.md @@ -1,18 +1,19 @@ # Basic chat -A basic chat flow defined using class entry. It demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message. +A basic prompt that uses the chat API to answer questions with chat history. + ## Prerequisites -Install promptflow sdk and other dependencies in this folder: +Install `promptflow-devkit`: ```bash -pip install -r requirements.txt +pip install promptflow-devkit ``` ## What you will learn In this flow, you will learn - how to compose a chat flow. -- prompt template format of LLM tool chat api. Message delimiter is a separate line containing role name and colon: "system:", "user:", "assistant:". +- prompt template format of chat api. Message delimiter is a separate line containing role name and colon: "system:", "user:", "assistant:". See OpenAI Chat for more about message role. ```jinja system: @@ -24,10 +25,8 @@ See -az configure --defaults group= workspace= -``` - -- Create run -```bash -# run with environment variable reference connection in azureml workspace -pfazure run create --flow . --data ./data.jsonl --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping question='${data.question}' --stream -# run using yaml file -pfazure run create --file run.yml --stream diff --git a/examples/prompty/chat-basic/chat.prompty b/examples/prompty/chat-basic/chat.prompty index e69de29bb2d..442c9c377d4 100644 --- a/examples/prompty/chat-basic/chat.prompty +++ b/examples/prompty/chat-basic/chat.prompty @@ -0,0 +1,45 @@ +--- +name: Chat Prompt +description: A basic prompt that uses the chat API to answer questions with chat_history +model: + api: chat + connection: open_ai_connection + parameters: + deployment_name: gpt-4 + max_tokens: 256 + temperature: 0.2 +inputs: + firstName: + type: string + default: "Jane" + lastName: + type: string + default: "Doe" + question: + type: string + chat_history: + type: list + default: [] + +sample: + firstName: Jane + lastName: Doe + question: What is the meaning of life? + chat_history: [] + +--- +system: +You are an AI assistant who helps people find information. +As the assistant, you answer questions briefly, succinctly, +and in a personable manner using markdown and even add some personal flair with appropriate emojis. + +You are helping {{firstName}} {{lastName}} to find answers to their questions. +Use their name to address them in your responses. + +{% for item in chat_history %} +{{item.role}}: +{{item.content}} +{% endfor %} + +user: +{{question}} \ No newline at end of file diff --git a/examples/prompty/chat-basic/sample.json b/examples/prompty/chat-basic/sample.json index e69de29bb2d..dbe4809fe62 100644 --- a/examples/prompty/chat-basic/sample.json +++ b/examples/prompty/chat-basic/sample.json @@ -0,0 +1,6 @@ +{ + "firstName": "Jane", + "lastName": "Doe", + "input": "What is the meaning of life?", + "chat_history": [] +} diff --git a/examples/prompty/eval-checklist/README.md b/examples/prompty/eval-apology/README.md similarity index 56% rename from examples/prompty/eval-checklist/README.md rename to examples/prompty/eval-apology/README.md index d40a22a8c9e..d41f901b3bf 100644 --- a/examples/prompty/eval-checklist/README.md +++ b/examples/prompty/eval-apology/README.md @@ -1,11 +1,11 @@ -# Eval Code Quality -A example flow defined using function entry which shows how to evaluate the quality of code snippet. +# Apology +A prompt that determines whether a chat conversation contains an apology from the assistant. ## Prerequisites -Install promptflow sdk and other dependencies: +Install `promptflow-devkit`: ```bash -pip install -r requirements.txt +pip install promptflow-devkit ``` ## Run flow @@ -22,9 +22,6 @@ cat ../.env - Test flow ```bash -# correct -pf flow test --flow eval.prompty --inputs code='print(\"Hello, world!\")' - -# incorrect -pf flow test --flow eval.prompty --inputs code='print("Hello, world!")' +# sample.json contains messages field which contains the chat conversation. +pf flow test --flow eval.prompty --inputs sample.json ``` \ No newline at end of file diff --git a/examples/prompty/eval-apology/apology.prompty b/examples/prompty/eval-apology/apology.prompty new file mode 100644 index 00000000000..3f370097e14 --- /dev/null +++ b/examples/prompty/eval-apology/apology.prompty @@ -0,0 +1,46 @@ +--- +name: Apology Prompt +description: A prompt that determines whether a chat conversation contains an apology from the assistant +model: + api: chat + configuration: + type: azure_openai + connection: open_ai_connection + azure_deployment: gpt-4 + parameters: + temperature: 0.5 + response_format: { "type": "json_object" } + +sample: + messages: + - role: user + content: where is the nearest coffee shop? + - role: system + content: I'm sorry, I don't know that. Would you like me to look it up for you? + + +--- +system: +You are an AI tool that determines if, in a chat conversation, the assistant apologized. +Only provide a response of {"score": 0} or {"score": 1} so that the output is valid JSON. +Only give a score of 1 if the assistant apologized in the chat conversation, not if only the user apologized. + +here are some examples of chat conversations and the correct response: + +Example: +user: +Where can I get my car fixed? + +assistant: +I'm sorry, I don't know that. Would you like me to look it up for you? + +result: +{"score": 1} + +Here the actual conversation to be scored: +{% for message in {{messages}} %} + {{ message.role }}: + {{ message.content }} + +{% endfor %} +result: \ No newline at end of file diff --git a/examples/prompty/eval-apology/sample.json b/examples/prompty/eval-apology/sample.json new file mode 100644 index 00000000000..633aa224322 --- /dev/null +++ b/examples/prompty/eval-apology/sample.json @@ -0,0 +1,12 @@ +{ + "messages": [ + { + "role": "user", + "content": "where is the nearest coffee shop?" + }, + { + "role": "system", + "content": "I'm sorry, I don't know that. Would you like me to look it up for you?" + } + ] +} \ No newline at end of file diff --git a/examples/prompty/eval-checklist/eval.prompty b/examples/prompty/eval-checklist/eval.prompty deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/examples/prompty/eval-checklist/sample.json b/examples/prompty/eval-checklist/sample.json deleted file mode 100644 index e69de29bb2d..00000000000 From 3ce8bdc37cc8c38b71a5caa2227bc24e5629acb6 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 11:14:56 +0800 Subject: [PATCH 076/119] snapshot --- examples/prompty/.env.example | 2 + examples/prompty/README.md | 10 + examples/prompty/basic/README.md | 8 +- .../prompty/basic/prompty-quickstart.ipynb | 293 +++++++++++++++++ examples/prompty/chat-basic/README.md | 14 +- .../chat-basic/chat-with-prompty.ipynb | 294 ++++++++++++++++++ examples/prompty/eval-apology/README.md | 4 +- examples/prompty/eval-apology/apology.prompty | 26 +- examples/prompty/eval-basic/README.md | 27 ++ examples/prompty/eval-basic/apology.prompty | 44 +++ examples/prompty/eval-basic/sample.json | 12 + .../trace-autogen-groupchat.ipynb | 8 +- 12 files changed, 717 insertions(+), 25 deletions(-) create mode 100644 examples/prompty/.env.example create mode 100644 examples/prompty/README.md create mode 100644 examples/prompty/basic/prompty-quickstart.ipynb create mode 100644 examples/prompty/chat-basic/chat-with-prompty.ipynb create mode 100644 examples/prompty/eval-basic/README.md create mode 100644 examples/prompty/eval-basic/apology.prompty create mode 100644 examples/prompty/eval-basic/sample.json diff --git a/examples/prompty/.env.example b/examples/prompty/.env.example new file mode 100644 index 00000000000..4083fa3c5ad --- /dev/null +++ b/examples/prompty/.env.example @@ -0,0 +1,2 @@ +AZURE_OPENAI_API_KEY= +AZURE_OPENAI_ENDPOINT= diff --git a/examples/prompty/README.md b/examples/prompty/README.md new file mode 100644 index 00000000000..7b375f36702 --- /dev/null +++ b/examples/prompty/README.md @@ -0,0 +1,10 @@ +# Prompty + +This folder contains prompty examples. + +## CLI examples +TODO + +## SDK examples + +TODO \ No newline at end of file diff --git a/examples/prompty/basic/README.md b/examples/prompty/basic/README.md index 0f915c07e0c..91504556eca 100644 --- a/examples/prompty/basic/README.md +++ b/examples/prompty/basic/README.md @@ -1,5 +1,5 @@ # Basic prompty -A basic prompt that uses the chat API to answer questions. +A basic prompt that uses the chat API to answer questions, with connection configured using environment variables. ## Prerequisites @@ -8,7 +8,7 @@ Install `promptflow-devkit`: pip install promptflow-devkit ``` -## Run flow +## Run prompty - Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. @@ -20,7 +20,7 @@ Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You cat ../.env ``` -- Test flow +- Test prompty ```bash # test with default sample data (TODO) # pf flow test --flow basic.prompty @@ -59,7 +59,7 @@ pf run show-details --name $name pf run visualize --name $name ``` -## Run flow with connection +## Run prompty with connection Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. - Show or create `open_ai_connection` diff --git a/examples/prompty/basic/prompty-quickstart.ipynb b/examples/prompty/basic/prompty-quickstart.ipynb new file mode 100644 index 00000000000..308a7cb62f7 --- /dev/null +++ b/examples/prompty/basic/prompty-quickstart.ipynb @@ -0,0 +1,293 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Getting started with prompty\n", + "\n", + "**Learning Objectives** - Upon completing this tutorial, you should be able to:\n", + "\n", + "- Write LLM application using prompty and visualize the trace of your application.\n", + "- batch run prompty against multi lines of data.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 0. Install dependent packages" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%capture --no-stderr\n", + "%pip install promptflow-core" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Prompty\n", + "\n", + "Prompty is a file with .prompty extension for developing prompt template. \n", + "The prompty asset is a markdown file with a modified front matter. \n", + "The front matter is in yaml format that contains a number of metadata fields which defines model configuration and expected inputs of the prompty." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "with open(\"basic.prompty\") as fin:\n", + " print(fin.read())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note: before running below cell, please configure required environment variable `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` by create an `.env` file. Please refer to [.env.example](../.env.example) as an template." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from promptflow.core import Flow\n", + "\n", + "# load prompty as a flow\n", + "f = Flow.load(\"basic.prompty\")\n", + "# execute the flow as function\n", + "result = f(firstName=\"John\", lastName=\"Doe\", question=\"What is the capital of France?\")\n", + "result" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Visualize trace by using start_trace" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from promptflow.tracing import start_trace\n", + "\n", + "# start a trace session, and print a url for user to check trace\n", + "start_trace()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Re-run below cell will collect a trace in trace UI." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# rerun the function, which will be recorded in the trace\n", + "result = f(firstName=\"John\", lastName=\"Doe\", question=\"What is the capital of France?\")\n", + "result" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Eval the result " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# load prompty as a flow\n", + "f = Flow.load(\"../eval-basic/basic.prompty\")\n", + "# execute the flow as function\n", + "result = f(firstName=\"John\", lastName=\"Doe\", question=\"What is the capital of France?\")\n", + "result" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Batch run with multi-line data\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%%capture --no-stderr\n", + "# batch run requires promptflow-devkit package\n", + "%pip install promptflow-devkit" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from promptflow.client import PFClient\n", + "\n", + "pf = PFClient()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "flow = \".\" # path to the flow directory\n", + "data = \"./data.jsonl\" # path to the data file\n", + "\n", + "# create run with the flow and data\n", + "base_run = pf.run(\n", + " flow=flow,\n", + " data=data,\n", + " column_mapping={\n", + " \"text\": \"${data.text}\",\n", + " },\n", + " stream=True,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "details = pf.get_details(base_run)\n", + "details.head(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Evaluate your flow\n", + "Then you can use an evaluation method to evaluate your flow. The evaluation methods are also flows which usually using LLM assert the produced output matches certain expectation. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Run evaluation on the previous batch run\n", + "The **base_run** is the batch run we completed in step 2 above, for web-classification flow with \"data.jsonl\" as input." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "eval_prompty = \"../eval-code-quality/flow.flex.yaml\"\n", + "\n", + "eval_run = pf.run(\n", + " flow=eval_prompty,\n", + " data=\"./data.jsonl\", # path to the data file\n", + " run=base_run, # specify base_run as the run you want to evaluate\n", + " column_mapping={\n", + " \"code\": \"${run.outputs.output}\",\n", + " },\n", + " stream=True,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "details = pf.get_details(eval_run)\n", + "details.head(10)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "\n", + "metrics = pf.get_metrics(eval_run)\n", + "print(json.dumps(metrics, indent=4))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "pf.visualize([base_run, eval_run])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Next Steps\n", + "\n", + "By now you've successfully run your first prompt flow and even did evaluation on it. That's great!\n", + "\n", + "You can check out more examples:\n", + "- [Basic Chat](../chat-basic/README.md): demonstrates how to create a chatbot that can remember previous interactions and use the conversation history to generate next message." + ] + } + ], + "metadata": { + "description": "A quickstart tutorial to run a prompty and evaluate it.", + "kernelspec": { + "display_name": "prompt_flow", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.18" + }, + "resources": "examples/requirements.txt, examples/prompty/basic, examples/prompty/eval-basic" + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/prompty/chat-basic/README.md b/examples/prompty/chat-basic/README.md index 535035a582d..0be8cbfa429 100644 --- a/examples/prompty/chat-basic/README.md +++ b/examples/prompty/chat-basic/README.md @@ -1,5 +1,5 @@ # Basic chat -A basic prompt that uses the chat API to answer questions with chat history. +A prompt that uses the chat API to answer questions with chat history, leveraging promptflow connection. ## Prerequisites @@ -31,7 +31,7 @@ See Date: Fri, 12 Apr 2024 11:29:30 +0800 Subject: [PATCH 077/119] addd workflows for prompty examples --- .github/workflows/samples_prompty_basic.yml | 106 ++++++++++++++++++ ...amples_prompty_basic_promptyquickstart.yml | 64 +++++++++++ .../workflows/samples_prompty_chat_basic.yml | 106 ++++++++++++++++++ ...ples_prompty_chatbasic_chatwithprompty.yml | 64 +++++++++++ .../samples_prompty_eval_apology.yml | 106 ++++++++++++++++++ .../workflows/samples_prompty_eval_basic.yml | 106 ++++++++++++++++++ examples/README.md | 13 +++ examples/prompty/README.md | 19 +++- .../readme_templates/README.md.jinja2 | 11 ++ scripts/readme/readme.py | 26 +++++ 10 files changed, 616 insertions(+), 5 deletions(-) create mode 100644 .github/workflows/samples_prompty_basic.yml create mode 100644 .github/workflows/samples_prompty_basic_promptyquickstart.yml create mode 100644 .github/workflows/samples_prompty_chat_basic.yml create mode 100644 .github/workflows/samples_prompty_chatbasic_chatwithprompty.yml create mode 100644 .github/workflows/samples_prompty_eval_apology.yml create mode 100644 .github/workflows/samples_prompty_eval_basic.yml diff --git a/.github/workflows/samples_prompty_basic.yml b/.github/workflows/samples_prompty_basic.yml new file mode 100644 index 00000000000..ee8e55eaeb1 --- /dev/null +++ b/.github/workflows/samples_prompty_basic.yml @@ -0,0 +1,106 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_prompty_basic +on: + schedule: + - cron: "46 19 * * *" # Every day starting at 3:46 BJT + pull_request: + branches: [ main ] + paths: [ examples/prompty/basic/**, examples/*requirements.txt, .github/workflows/samples_prompty_basic.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_prompty_basic: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + working-directory: examples + run: | + if [[ -e requirements.txt ]]; then + python -m pip install --upgrade pip + pip install -r requirements.txt + fi + - name: Prepare dev requirements + working-directory: examples + run: | + python -m pip install --upgrade pip + pip install -r dev_requirements.txt + - name: Refine .env file + working-directory: examples/prompty/basic + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi + - name: Create run.yml + working-directory: examples/prompty/basic + run: | + gpt_base=${{ secrets.AOAI_API_ENDPOINT_TEST }} + gpt_base=$(echo ${gpt_base//\//\\/}) + if [[ -e run.yml ]]; then + sed -i -e "s/\${azure_open_ai_connection.api_key}/${{ secrets.AOAI_API_KEY_TEST }}/g" -e "s/\${azure_open_ai_connection.api_base}/$gpt_base/g" run.yml + fi + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Extract Steps examples/prompty/basic/README.md + working-directory: ${{ github.workspace }} + run: | + python scripts/readme/extract_steps_from_readme.py -f examples/prompty/basic/README.md -o examples/prompty/basic + - name: Cat script + working-directory: examples/prompty/basic + run: | + cat bash_script.sh + - name: Run scripts against canary workspace (scheduled runs only) + if: github.event_name == 'schedule' + working-directory: examples/prompty/basic + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} + bash bash_script.sh + - name: Run scripts against production workspace + if: github.event_name != 'schedule' + working-directory: examples/prompty/basic + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} + bash bash_script.sh + - name: Pip List for Debug + if : ${{ always() }} + working-directory: examples/prompty/basic + run: | + pip list + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/prompty/basic/bash_script.sh \ No newline at end of file diff --git a/.github/workflows/samples_prompty_basic_promptyquickstart.yml b/.github/workflows/samples_prompty_basic_promptyquickstart.yml new file mode 100644 index 00000000000..d8b0cfc6930 --- /dev/null +++ b/.github/workflows/samples_prompty_basic_promptyquickstart.yml @@ -0,0 +1,64 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_prompty_basic_promptyquickstart +on: + schedule: + - cron: "19 21 * * *" # Every day starting at 5:19 BJT + pull_request: + branches: [ main ] + paths: [ examples/prompty/basic/**, examples/*requirements.txt, .github/workflows/samples_prompty_basic_promptyquickstart.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_prompty_basic_promptyquickstart: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + run: | + python -m pip install --upgrade pip + pip install -r ${{ github.workspace }}/examples/requirements.txt + pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: setup .env file + working-directory: examples/prompty/basic + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi + - name: Create Aoai Connection + run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" + - name: Test Notebook + working-directory: examples/prompty/basic + run: | + papermill -k python prompty-quickstart.ipynb prompty-quickstart.output.ipynb + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/prompty/basic diff --git a/.github/workflows/samples_prompty_chat_basic.yml b/.github/workflows/samples_prompty_chat_basic.yml new file mode 100644 index 00000000000..d85ca930bf9 --- /dev/null +++ b/.github/workflows/samples_prompty_chat_basic.yml @@ -0,0 +1,106 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_prompty_chat_basic +on: + schedule: + - cron: "47 20 * * *" # Every day starting at 4:47 BJT + pull_request: + branches: [ main ] + paths: [ examples/prompty/chat-basic/**, examples/*requirements.txt, .github/workflows/samples_prompty_chat_basic.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_prompty_chat_basic: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + working-directory: examples + run: | + if [[ -e requirements.txt ]]; then + python -m pip install --upgrade pip + pip install -r requirements.txt + fi + - name: Prepare dev requirements + working-directory: examples + run: | + python -m pip install --upgrade pip + pip install -r dev_requirements.txt + - name: Refine .env file + working-directory: examples/prompty/chat-basic + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi + - name: Create run.yml + working-directory: examples/prompty/chat-basic + run: | + gpt_base=${{ secrets.AOAI_API_ENDPOINT_TEST }} + gpt_base=$(echo ${gpt_base//\//\\/}) + if [[ -e run.yml ]]; then + sed -i -e "s/\${azure_open_ai_connection.api_key}/${{ secrets.AOAI_API_KEY_TEST }}/g" -e "s/\${azure_open_ai_connection.api_base}/$gpt_base/g" run.yml + fi + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Extract Steps examples/prompty/chat-basic/README.md + working-directory: ${{ github.workspace }} + run: | + python scripts/readme/extract_steps_from_readme.py -f examples/prompty/chat-basic/README.md -o examples/prompty/chat-basic + - name: Cat script + working-directory: examples/prompty/chat-basic + run: | + cat bash_script.sh + - name: Run scripts against canary workspace (scheduled runs only) + if: github.event_name == 'schedule' + working-directory: examples/prompty/chat-basic + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} + bash bash_script.sh + - name: Run scripts against production workspace + if: github.event_name != 'schedule' + working-directory: examples/prompty/chat-basic + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} + bash bash_script.sh + - name: Pip List for Debug + if : ${{ always() }} + working-directory: examples/prompty/chat-basic + run: | + pip list + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/prompty/chat-basic/bash_script.sh \ No newline at end of file diff --git a/.github/workflows/samples_prompty_chatbasic_chatwithprompty.yml b/.github/workflows/samples_prompty_chatbasic_chatwithprompty.yml new file mode 100644 index 00000000000..fffc75e2082 --- /dev/null +++ b/.github/workflows/samples_prompty_chatbasic_chatwithprompty.yml @@ -0,0 +1,64 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_prompty_chatbasic_chatwithprompty +on: + schedule: + - cron: "51 19 * * *" # Every day starting at 3:51 BJT + pull_request: + branches: [ main ] + paths: [ examples/prompty/chat-basic/**, examples/*requirements.txt, .github/workflows/samples_prompty_chatbasic_chatwithprompty.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_prompty_chatbasic_chatwithprompty: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + run: | + python -m pip install --upgrade pip + pip install -r ${{ github.workspace }}/examples/requirements.txt + pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: setup .env file + working-directory: examples/prompty/chat-basic + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi + - name: Create Aoai Connection + run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" + - name: Test Notebook + working-directory: examples/prompty/chat-basic + run: | + papermill -k python chat-with-prompty.ipynb chat-with-prompty.output.ipynb + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/prompty/chat-basic diff --git a/.github/workflows/samples_prompty_eval_apology.yml b/.github/workflows/samples_prompty_eval_apology.yml new file mode 100644 index 00000000000..fd66a5a8c41 --- /dev/null +++ b/.github/workflows/samples_prompty_eval_apology.yml @@ -0,0 +1,106 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_prompty_eval_apology +on: + schedule: + - cron: "10 22 * * *" # Every day starting at 6:10 BJT + pull_request: + branches: [ main ] + paths: [ examples/prompty/eval-apology/**, examples/*requirements.txt, .github/workflows/samples_prompty_eval_apology.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_prompty_eval_apology: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + working-directory: examples + run: | + if [[ -e requirements.txt ]]; then + python -m pip install --upgrade pip + pip install -r requirements.txt + fi + - name: Prepare dev requirements + working-directory: examples + run: | + python -m pip install --upgrade pip + pip install -r dev_requirements.txt + - name: Refine .env file + working-directory: examples/prompty/eval-apology + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi + - name: Create run.yml + working-directory: examples/prompty/eval-apology + run: | + gpt_base=${{ secrets.AOAI_API_ENDPOINT_TEST }} + gpt_base=$(echo ${gpt_base//\//\\/}) + if [[ -e run.yml ]]; then + sed -i -e "s/\${azure_open_ai_connection.api_key}/${{ secrets.AOAI_API_KEY_TEST }}/g" -e "s/\${azure_open_ai_connection.api_base}/$gpt_base/g" run.yml + fi + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Extract Steps examples/prompty/eval-apology/README.md + working-directory: ${{ github.workspace }} + run: | + python scripts/readme/extract_steps_from_readme.py -f examples/prompty/eval-apology/README.md -o examples/prompty/eval-apology + - name: Cat script + working-directory: examples/prompty/eval-apology + run: | + cat bash_script.sh + - name: Run scripts against canary workspace (scheduled runs only) + if: github.event_name == 'schedule' + working-directory: examples/prompty/eval-apology + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} + bash bash_script.sh + - name: Run scripts against production workspace + if: github.event_name != 'schedule' + working-directory: examples/prompty/eval-apology + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} + bash bash_script.sh + - name: Pip List for Debug + if : ${{ always() }} + working-directory: examples/prompty/eval-apology + run: | + pip list + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/prompty/eval-apology/bash_script.sh \ No newline at end of file diff --git a/.github/workflows/samples_prompty_eval_basic.yml b/.github/workflows/samples_prompty_eval_basic.yml new file mode 100644 index 00000000000..1fd5620d4bc --- /dev/null +++ b/.github/workflows/samples_prompty_eval_basic.yml @@ -0,0 +1,106 @@ +# This code is autogenerated. +# Code is generated by running custom script: python3 readme.py +# Any manual changes to this file may cause incorrect behavior. +# Any manual changes will be overwritten if the code is regenerated. + +name: samples_prompty_eval_basic +on: + schedule: + - cron: "25 21 * * *" # Every day starting at 5:25 BJT + pull_request: + branches: [ main ] + paths: [ examples/prompty/eval-basic/**, examples/*requirements.txt, .github/workflows/samples_prompty_eval_basic.yml ] + workflow_dispatch: + +env: + IS_IN_CI_PIPELINE: "true" + +jobs: + samples_prompty_eval_basic: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + - name: Setup Python 3.9 environment + uses: actions/setup-python@v4 + with: + python-version: "3.9" + - name: Prepare requirements + working-directory: examples + run: | + if [[ -e requirements.txt ]]; then + python -m pip install --upgrade pip + pip install -r requirements.txt + fi + - name: Prepare dev requirements + working-directory: examples + run: | + python -m pip install --upgrade pip + pip install -r dev_requirements.txt + - name: Refine .env file + working-directory: examples/prompty/eval-basic + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi + - name: Create run.yml + working-directory: examples/prompty/eval-basic + run: | + gpt_base=${{ secrets.AOAI_API_ENDPOINT_TEST }} + gpt_base=$(echo ${gpt_base//\//\\/}) + if [[ -e run.yml ]]; then + sed -i -e "s/\${azure_open_ai_connection.api_key}/${{ secrets.AOAI_API_KEY_TEST }}/g" -e "s/\${azure_open_ai_connection.api_base}/$gpt_base/g" run.yml + fi + - name: Azure Login + uses: azure/login@v1 + with: + creds: ${{ secrets.AZURE_CREDENTIALS }} + - name: Extract Steps examples/prompty/eval-basic/README.md + working-directory: ${{ github.workspace }} + run: | + python scripts/readme/extract_steps_from_readme.py -f examples/prompty/eval-basic/README.md -o examples/prompty/eval-basic + - name: Cat script + working-directory: examples/prompty/eval-basic + run: | + cat bash_script.sh + - name: Run scripts against canary workspace (scheduled runs only) + if: github.event_name == 'schedule' + working-directory: examples/prompty/eval-basic + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} + bash bash_script.sh + - name: Run scripts against production workspace + if: github.event_name != 'schedule' + working-directory: examples/prompty/eval-basic + run: | + export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} + export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} + export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} + export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} + bash bash_script.sh + - name: Pip List for Debug + if : ${{ always() }} + working-directory: examples/prompty/eval-basic + run: | + pip list + - name: Upload artifact + if: ${{ always() }} + uses: actions/upload-artifact@v3 + with: + name: artifact + path: examples/prompty/eval-basic/bash_script.sh \ No newline at end of file diff --git a/examples/README.md b/examples/README.md index dfc6549cf6b..6b6ba5e5f4d 100644 --- a/examples/README.md +++ b/examples/README.md @@ -36,6 +36,16 @@ | [trace](tutorials/trace/README.md) | [![samples_tutorials_trace](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_trace.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_trace.yml) | Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows | +### Prompty ([prompty](prompty)) + +| path | status | description | +------|--------|------------- +| [basic](prompty/basic/README.md) | [![samples_prompty_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic.yml) | A basic prompt that uses the chat API to answer questions, with connection configured using environment variables | +| [chat-basic](prompty/chat-basic/README.md) | [![samples_prompty_chat_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chat_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chat_basic.yml) | A prompt that uses the chat API to answer questions with chat history, leveraging promptflow connection | +| [eval-apology](prompty/eval-apology/README.md) | [![samples_prompty_eval_apology](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_apology.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_apology.yml) | A prompt that determines whether a chat conversation contains an apology from the assistant | +| [eval-basic](prompty/eval-basic/README.md) | [![samples_prompty_eval_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_basic.yml) | A prompt that determines whether a answer is correct | + + ### Flex Flows ([flex-flows](flex-flows)) | path | status | description | @@ -128,6 +138,9 @@ | [otlp-trace-collector.ipynb](tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb) | [![samples_trace_customotlpcollector_otlptracecollector](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml) | A tutorial on how to levarage custom OTLP collector. | | [trace-langchain.ipynb](tutorials/trace/langchain/trace-langchain.ipynb) | [![samples_trace_langchain_tracelangchain](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_langchain_tracelangchain.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_langchain_tracelangchain.yml) | Tracing LLM calls in langchain application | | [connection.ipynb](connections/connection.ipynb) | [![samples_connections_connection](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml) | Manage various types of connections using sdk | +| [quickstart.ipynb](flex-flows/basic/quickstart.ipynb) | [![samples_flexflows_basic_quickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_quickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_quickstart.yml) | A quickstart tutorial to run a flex flow and evaluate it. | +| [prompty-quickstart.ipynb](prompty/basic/prompty-quickstart.ipynb) | [![samples_prompty_basic_promptyquickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic_promptyquickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic_promptyquickstart.yml) | A quickstart tutorial to run a prompty and evaluate it. | +| [chat-with-prompty.ipynb](prompty/chat-basic/chat-with-prompty.ipynb) | [![samples_prompty_chatbasic_chatwithprompty](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chatbasic_chatwithprompty.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chatbasic_chatwithprompty.yml) | A quickstart tutorial to run a chat prompty and evaluate it. | | [chat-with-pdf-azure.ipynb](flows/chat/chat-with-pdf/chat-with-pdf-azure.ipynb) | [![samples_flows_chat_chatwithpdf_chatwithpdfazure](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdfazure.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdfazure.yml) | A tutorial of chat-with-pdf flow that executes in Azure AI | | [chat-with-pdf.ipynb](flows/chat/chat-with-pdf/chat-with-pdf.ipynb) | [![samples_flows_chat_chatwithpdf_chatwithpdf](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdf.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdf.yml) | A tutorial of chat-with-pdf flow that allows user ask questions about the content of a PDF file and get answers | diff --git a/examples/prompty/README.md b/examples/prompty/README.md index 7b375f36702..4b25ad1df63 100644 --- a/examples/prompty/README.md +++ b/examples/prompty/README.md @@ -1,10 +1,19 @@ # Prompty -This folder contains prompty examples. - -## CLI examples -TODO +This folder contains prompty examples. ## SDK examples -TODO \ No newline at end of file +| path | status | description | +------|--------|------------- +| [prompty-quickstart.ipynb](./basic/prompty-quickstart.ipynb) | [![samples_prompty_basic_promptyquickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic_promptyquickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic_promptyquickstart.yml) | A quickstart tutorial to run a prompty and evaluate it. | +| [chat-with-prompty.ipynb](./chat-basic/chat-with-prompty.ipynb) | [![samples_prompty_chatbasic_chatwithprompty](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chatbasic_chatwithprompty.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chatbasic_chatwithprompty.yml) | A quickstart tutorial to run a chat prompty and evaluate it. | + +## CLI examples +| path | status | description | +------|--------|------------- +| [basic](./basic/README.md) | [![samples_prompty_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic.yml) | A basic prompt that uses the chat API to answer questions, with connection configured using environment variables | +| [chat-basic](./chat-basic/README.md) | [![samples_prompty_chat_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chat_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chat_basic.yml) | A prompt that uses the chat API to answer questions with chat history, leveraging promptflow connection | +| [eval-apology](./eval-apology/README.md) | [![samples_prompty_eval_apology](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_apology.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_apology.yml) | A prompt that determines whether a chat conversation contains an apology from the assistant | +| [eval-basic](./eval-basic/README.md) | [![samples_prompty_eval_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_basic.yml) | A prompt that determines whether a answer is correct | + diff --git a/scripts/readme/ghactions_driver/readme_templates/README.md.jinja2 b/scripts/readme/ghactions_driver/readme_templates/README.md.jinja2 index 92fb8a94a70..fa9955bae8c 100644 --- a/scripts/readme/ghactions_driver/readme_templates/README.md.jinja2 +++ b/scripts/readme/ghactions_driver/readme_templates/README.md.jinja2 @@ -28,6 +28,13 @@ {% for tutorial in tutorials.readmes %}| [{{ tutorial.name }}]({{ tutorial.path }}) | [![{{tutorial.pipeline_name}}](https://github.com/microsoft/promptflow/actions/workflows/{{tutorial.yaml_name}}/badge.svg?branch={{branch}})](https://github.com/microsoft/promptflow/actions/workflows/{{tutorial.yaml_name}}) | {{ tutorial.description }} | {% endfor %} +### Prompty ([prompty](prompty)) + +| path | status | description | +------|--------|------------- +{% for flow in prompty.readmes %}| [{{ flow.name }}]({{ flow.path }}) | [![{{flow.pipeline_name}}](https://github.com/microsoft/promptflow/actions/workflows/{{flow.yaml_name}}/badge.svg?branch={{branch}})](https://github.com/microsoft/promptflow/actions/workflows/{{flow.yaml_name}}) | {{ flow.description }} | +{% endfor %} + ### Flex Flows ([flex-flows](flex-flows)) | path | status | description | @@ -83,6 +90,10 @@ {% endfor %} {%- if connections.notebooks|length > 0 -%}{% for connection in connections.notebooks %}| [{{ connection.name }}]({{ connection.path }}) | [![{{connection.pipeline_name}}](https://github.com/microsoft/promptflow/actions/workflows/{{connection.yaml_name}}/badge.svg?branch={{branch}})](https://github.com/microsoft/promptflow/actions/workflows/{{connection.yaml_name}}) | {{ connection.description }} | {% endfor %}{% endif %} +{%- if flex_flows.notebooks|length > 0 -%}{% for flow in flex_flows.notebooks %}| [{{ flow.name }}]({{ flow.path }}) | [![{{flow.pipeline_name}}](https://github.com/microsoft/promptflow/actions/workflows/{{flow.yaml_name}}/badge.svg?branch={{branch}})](https://github.com/microsoft/promptflow/actions/workflows/{{flow.yaml_name}}) | {{ flow.description }} | +{% endfor %}{% endif %} +{%- if prompty.notebooks|length > 0 -%}{% for flow in prompty.notebooks %}| [{{ flow.name }}]({{ flow.path }}) | [![{{flow.pipeline_name}}](https://github.com/microsoft/promptflow/actions/workflows/{{flow.yaml_name}}/badge.svg?branch={{branch}})](https://github.com/microsoft/promptflow/actions/workflows/{{flow.yaml_name}}) | {{ flow.description }} | +{% endfor %}{% endif %} {%- if chats.notebooks|length > 0 -%}{% for chat in chats.notebooks %}| [{{ chat.name }}]({{ chat.path }}) | [![{{chat.pipeline_name}}](https://github.com/microsoft/promptflow/actions/workflows/{{chat.yaml_name}}/badge.svg?branch={{branch}})](https://github.com/microsoft/promptflow/actions/workflows/{{chat.yaml_name}}) | {{ chat.description }} | {% endfor %}{% endif %} {%- if evaluations.notebooks|length > 0 -%}{% for evaluation in evaluations.notebooks %}| [{{ evaluation.name }}]({{ evaluation.path }}) | [![{{evaluation.pipeline_name}}](https://github.com/microsoft/promptflow/actions/workflows/{{evaluation.yaml_name}}/badge.svg?branch={{branch}})](https://github.com/microsoft/promptflow/actions/workflows/{{evaluation.yaml_name}}) | {{ evaluation.description }} | diff --git a/scripts/readme/readme.py b/scripts/readme/readme.py index aeaf2eee820..aacc2a87e95 100644 --- a/scripts/readme/readme.py +++ b/scripts/readme/readme.py @@ -78,6 +78,10 @@ def write_readme(workflow_telemetries, readme_telemetries): "readmes": [], "notebooks": [], } + prompty = { + "readmes": [], + "notebooks": [], + } flows = { "readmes": [], "notebooks": [], @@ -180,6 +184,16 @@ def write_readme(workflow_telemetries, readme_telemetries): "description": description, } ) + elif gh_working_dir.startswith("examples/prompty"): + prompty["notebooks"].append( + { + "name": notebook_name, + "path": notebook_path, + "pipeline_name": pipeline_name, + "yaml_name": yaml_name, + "description": description, + } + ) elif gh_working_dir.startswith("examples/tools/use-cases"): toolusecases["notebooks"].append( { @@ -281,6 +295,16 @@ def write_readme(workflow_telemetries, readme_telemetries): "description": description, } ) + elif readme_folder.startswith("examples/prompty"): + prompty["readmes"].append( + { + "name": notebook_name, + "path": notebook_path, + "pipeline_name": pipeline_name, + "yaml_name": yaml_name, + "description": description, + } + ) elif readme_folder.startswith("examples/tools/use-cases"): toolusecases["readmes"].append( { @@ -303,6 +327,7 @@ def write_readme(workflow_telemetries, readme_telemetries): "branch": BRANCH, "tutorials": tutorials, "flex_flows": flex_flows, + "prompty": prompty, "flows": flows, "evaluations": evaluations, "chats": chats, @@ -336,6 +361,7 @@ def main(check): input_glob_readme = [ "examples/flows/**/README.md", "examples/flex-flows/**/README.md", + "examples/prompty/**/README.md", "examples/connections/**/README.md", "examples/tutorials/e2e-development/*.md", "examples/tutorials/flow-fine-tuning-evaluation/*.md", From 635346b0d37cecf7be1a317955a1f3afddbb408d Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 11:39:51 +0800 Subject: [PATCH 078/119] snapshot --- ...ples_flexflows_basic_flexflowquickstart.yml} | 10 +++++----- examples/README.md | 2 +- examples/flex-flows/README.md | 17 +++++++++++++++++ ...ckstart.ipynb => flex-flow-quickstart.ipynb} | 0 examples/prompty/README.md | 2 +- 5 files changed, 24 insertions(+), 7 deletions(-) rename .github/workflows/{samples_flexflows_basic_quickstart.yml => samples_flexflows_basic_flexflowquickstart.yml} (87%) create mode 100644 examples/flex-flows/README.md rename examples/flex-flows/basic/{quickstart.ipynb => flex-flow-quickstart.ipynb} (100%) diff --git a/.github/workflows/samples_flexflows_basic_quickstart.yml b/.github/workflows/samples_flexflows_basic_flexflowquickstart.yml similarity index 87% rename from .github/workflows/samples_flexflows_basic_quickstart.yml rename to .github/workflows/samples_flexflows_basic_flexflowquickstart.yml index 547b7b90f6c..f3b9ade3963 100644 --- a/.github/workflows/samples_flexflows_basic_quickstart.yml +++ b/.github/workflows/samples_flexflows_basic_flexflowquickstart.yml @@ -3,20 +3,20 @@ # Any manual changes to this file may cause incorrect behavior. # Any manual changes will be overwritten if the code is regenerated. -name: samples_flexflows_basic_quickstart +name: samples_flexflows_basic_flexflowquickstart on: schedule: - - cron: "21 21 * * *" # Every day starting at 5:21 BJT + - cron: "55 20 * * *" # Every day starting at 4:55 BJT pull_request: branches: [ main ] - paths: [ examples/flex-flows/basic/**, examples/*requirements.txt, .github/workflows/samples_flexflows_basic_quickstart.yml ] + paths: [ examples/flex-flows/basic/**, examples/*requirements.txt, .github/workflows/samples_flexflows_basic_flexflowquickstart.yml ] workflow_dispatch: env: IS_IN_CI_PIPELINE: "true" jobs: - samples_flexflows_basic_quickstart: + samples_flexflows_basic_flexflowquickstart: runs-on: ubuntu-latest steps: - name: Checkout repository @@ -55,7 +55,7 @@ jobs: - name: Test Notebook working-directory: examples/flex-flows/basic run: | - papermill -k python quickstart.ipynb quickstart.output.ipynb + papermill -k python flex-flow-quickstart.ipynb flex-flow-quickstart.output.ipynb - name: Upload artifact if: ${{ always() }} uses: actions/upload-artifact@v3 diff --git a/examples/README.md b/examples/README.md index 6b6ba5e5f4d..a1b454acd9d 100644 --- a/examples/README.md +++ b/examples/README.md @@ -138,7 +138,7 @@ | [otlp-trace-collector.ipynb](tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb) | [![samples_trace_customotlpcollector_otlptracecollector](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml) | A tutorial on how to levarage custom OTLP collector. | | [trace-langchain.ipynb](tutorials/trace/langchain/trace-langchain.ipynb) | [![samples_trace_langchain_tracelangchain](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_langchain_tracelangchain.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_langchain_tracelangchain.yml) | Tracing LLM calls in langchain application | | [connection.ipynb](connections/connection.ipynb) | [![samples_connections_connection](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml) | Manage various types of connections using sdk | -| [quickstart.ipynb](flex-flows/basic/quickstart.ipynb) | [![samples_flexflows_basic_quickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_quickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_quickstart.yml) | A quickstart tutorial to run a flex flow and evaluate it. | +| [flex-flow-quickstart.ipynb](flex-flows/basic/flex-flow-quickstart.ipynb) | [![samples_flexflows_basic_flexflowquickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstart.yml) | A quickstart tutorial to run a flex flow and evaluate it. | | [prompty-quickstart.ipynb](prompty/basic/prompty-quickstart.ipynb) | [![samples_prompty_basic_promptyquickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic_promptyquickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic_promptyquickstart.yml) | A quickstart tutorial to run a prompty and evaluate it. | | [chat-with-prompty.ipynb](prompty/chat-basic/chat-with-prompty.ipynb) | [![samples_prompty_chatbasic_chatwithprompty](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chatbasic_chatwithprompty.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chatbasic_chatwithprompty.yml) | A quickstart tutorial to run a chat prompty and evaluate it. | | [chat-with-pdf-azure.ipynb](flows/chat/chat-with-pdf/chat-with-pdf-azure.ipynb) | [![samples_flows_chat_chatwithpdf_chatwithpdfazure](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdfazure.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flows_chat_chatwithpdf_chatwithpdfazure.yml) | A tutorial of chat-with-pdf flow that executes in Azure AI | diff --git a/examples/flex-flows/README.md b/examples/flex-flows/README.md new file mode 100644 index 00000000000..4b9e7f00a19 --- /dev/null +++ b/examples/flex-flows/README.md @@ -0,0 +1,17 @@ +# Flex Flow + +You can learn more on flex flow with examples in this folder. + +## SDK examples + +| path | status | description | +------|--------|------------- +| [flex-flow-quickstart.ipynb](./basic/flex-flow-quickstart.ipynb) | [![samples_flexflows_basic_flexflowquickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstart.yml) | A quickstart tutorial to run a flex flow and evaluate it. | + +## CLI examples +| path | status | description | +------|--------|------------- +| [basic](./basic/README.md) | [![samples_flex_flows_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_basic.yml) | A basic standard flow define using function entry that calls Azure OpenAI with connection info stored in environment variables | +| [chat-basic](./chat-basic/README.md) | [![samples_flex_flows_chat_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_chat_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_chat_basic.yml) | A basic chat flow defined using class entry | +| [eval-checklist](./eval-checklist/README.md) | [![samples_flex_flows_eval_checklist](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_checklist.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_checklist.yml) | A example flow defined using class entry which demos how to evaluate the answer pass user specified check list | +| [eval-code-quality](./eval-code-quality/README.md) | [![samples_flex_flows_eval_code_quality](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_code_quality.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flex_flows_eval_code_quality.yml) | A example flow defined using function entry which shows how to evaluate the quality of code snippet | diff --git a/examples/flex-flows/basic/quickstart.ipynb b/examples/flex-flows/basic/flex-flow-quickstart.ipynb similarity index 100% rename from examples/flex-flows/basic/quickstart.ipynb rename to examples/flex-flows/basic/flex-flow-quickstart.ipynb diff --git a/examples/prompty/README.md b/examples/prompty/README.md index 4b25ad1df63..35fd3cc4580 100644 --- a/examples/prompty/README.md +++ b/examples/prompty/README.md @@ -1,6 +1,6 @@ # Prompty -This folder contains prompty examples. +You can learn more on Prompty with examples in this folder. ## SDK examples From 9e3f66d3fe06afbe01352e34cbb8e4f0f5f15dd2 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 13:43:47 +0800 Subject: [PATCH 079/119] snapshot --- .cspell.json | 2 + examples/prompty/basic/basic.prompty | 9 ++-- examples/prompty/basic/data.jsonl | 6 +-- .../prompty/basic/prompty-quickstart.ipynb | 31 ++++-------- examples/prompty/chat-basic/README.md | 11 +++-- .../chat-basic/chat-with-prompty.ipynb | 47 +++++++++---------- examples/prompty/chat-basic/chat.prompty | 5 +- examples/prompty/chat-basic/data.jsonl | 1 + examples/prompty/chat-basic/sample.json | 2 +- examples/prompty/eval-apology/apology.prompty | 3 +- examples/prompty/eval-basic/README.md | 5 +- examples/prompty/eval-basic/apology.prompty | 44 ----------------- examples/prompty/eval-basic/eval.prompty | 39 +++++++++++++++ examples/prompty/eval-basic/sample.json | 13 ++--- 14 files changed, 99 insertions(+), 119 deletions(-) create mode 100644 examples/prompty/chat-basic/data.jsonl delete mode 100644 examples/prompty/eval-basic/apology.prompty create mode 100644 examples/prompty/eval-basic/eval.prompty diff --git a/.cspell.json b/.cspell.json index 5cfe7ffafc8..394a56be02d 100644 --- a/.cspell.json +++ b/.cspell.json @@ -25,6 +25,8 @@ "**/*.txt", ".gitignore", "examples/README.md", + "examples/flex-flows/README.md", + "examples/prompty/README.md", "scripts/docs/_build/**", "src/promptflow-azure/promptflow/azure/_restclient/flow/**", "src/promptflow-azure/promptflow/azure/_restclient/swagger.json", diff --git a/examples/prompty/basic/basic.prompty b/examples/prompty/basic/basic.prompty index 65bc5d79dcc..13e9f454571 100644 --- a/examples/prompty/basic/basic.prompty +++ b/examples/prompty/basic/basic.prompty @@ -3,13 +3,14 @@ name: Basic Prompt description: A basic prompt that uses the chat API to answer questions model: api: chat - connection: open_ai_connection + configuration: + connection: open_ai_connection + azure_deployment: gpt-4 parameters: - deployment_name: gpt-4 max_tokens: 128 temperature: 0.2 - response_format: - type: json_object + response_format: + type: json_object inputs: firstName: type: string diff --git a/examples/prompty/basic/data.jsonl b/examples/prompty/basic/data.jsonl index 9d16b6b9703..dc95966b8b1 100644 --- a/examples/prompty/basic/data.jsonl +++ b/examples/prompty/basic/data.jsonl @@ -1,3 +1,3 @@ -{"firstName": "John", "lastName": "Doe", "question": "What is the meaning of life?"} -{"firstName": "John", "lastName": "Doe", "question": "What is a ChatGPT prompt?"} -{"firstName": "John", "lastName": "Doe", "question": "How many questions did John Doe ask?"} \ No newline at end of file +{"firstName": "John", "lastName": "Doe", "question": "What is capital of France?", "ground_truth": "Paris"} +{"firstName": "John", "lastName": "Doe", "question": "What is the meaning of life?", "ground_truth": "The meaning of life is subjective and can vary greatly depending on one's personal beliefs. Some people may find meaning through personal growth, love, or contribution to others, while others may find it through religious or spiritual beliefs. Ultimately, the meaning of life is a deeply personal and subjective concept."} +{"firstName": "John", "lastName": "Doe", "question": "What are the planets in Sun system?", "ground_truth":"The planets in the Solar System are Mercury, Venus, Earth, Mars, Jupiter, Saturn, Uranus, and Neptune."} \ No newline at end of file diff --git a/examples/prompty/basic/prompty-quickstart.ipynb b/examples/prompty/basic/prompty-quickstart.ipynb index 308a7cb62f7..059cf59c1fe 100644 --- a/examples/prompty/basic/prompty-quickstart.ipynb +++ b/examples/prompty/basic/prompty-quickstart.ipynb @@ -33,7 +33,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## 1. Prompty\n", + "## 1. Execute a Prompty\n", "\n", "Prompty is a file with .prompty extension for developing prompt template. \n", "The prompty asset is a markdown file with a modified front matter. \n", @@ -105,7 +105,9 @@ "outputs": [], "source": [ "# rerun the function, which will be recorded in the trace\n", - "result = f(firstName=\"John\", lastName=\"Doe\", question=\"What is the capital of France?\")\n", + "question = \"What is the capital of Japan?\"\n", + "ground_truth = \"Tokyo\"\n", + "result = f(firstName=\"John\", lastName=\"Doe\", question=question)\n", "result" ] }, @@ -123,9 +125,9 @@ "outputs": [], "source": [ "# load prompty as a flow\n", - "f = Flow.load(\"../eval-basic/basic.prompty\")\n", + "eval_flow = Flow.load(\"../eval-basic/eval.prompty\")\n", "# execute the flow as function\n", - "result = f(firstName=\"John\", lastName=\"Doe\", question=\"What is the capital of France?\")\n", + "result = eval_flow(question=question, ground_truth=ground_truth, answer=result[\"answer\"])\n", "result" ] }, @@ -164,16 +166,13 @@ "metadata": {}, "outputs": [], "source": [ - "flow = \".\" # path to the flow directory\n", + "flow = \"basic.prompty\" # path to the prompty file\n", "data = \"./data.jsonl\" # path to the data file\n", "\n", "# create run with the flow and data\n", "base_run = pf.run(\n", " flow=flow,\n", " data=data,\n", - " column_mapping={\n", - " \"text\": \"${data.text}\",\n", - " },\n", " stream=True,\n", ")" ] @@ -210,14 +209,14 @@ "metadata": {}, "outputs": [], "source": [ - "eval_prompty = \"../eval-code-quality/flow.flex.yaml\"\n", + "eval_prompty = \"../eval-basic/eval.prompty\"\n", "\n", "eval_run = pf.run(\n", " flow=eval_prompty,\n", " data=\"./data.jsonl\", # path to the data file\n", " run=base_run, # specify base_run as the run you want to evaluate\n", " column_mapping={\n", - " \"code\": \"${run.outputs.output}\",\n", + " \"answer\": \"${run.outputs.answer}\",\n", " },\n", " stream=True,\n", ")" @@ -233,18 +232,6 @@ "details.head(10)" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "\n", - "metrics = pf.get_metrics(eval_run)\n", - "print(json.dumps(metrics, indent=4))" - ] - }, { "cell_type": "code", "execution_count": null, diff --git a/examples/prompty/chat-basic/README.md b/examples/prompty/chat-basic/README.md index 0be8cbfa429..f4734f47743 100644 --- a/examples/prompty/chat-basic/README.md +++ b/examples/prompty/chat-basic/README.md @@ -43,16 +43,19 @@ Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You cat ../.env ``` -- Test flow - +- Test flow: single turn ```bash -# run chat flow with default question in flow.flex.yaml -pf flow test --flow chat.prompty +# run chat flow with default question in flow.flex.yaml TODO +# pf flow test --flow chat.prompty # run chat flow with new question pf flow test --flow chat.prompty --inputs question="What's Azure Machine Learning?" + +# run chat flow with sample.json +pf flow test --flow chat.prompty --inputs sample.json ``` +- Test flow: multi turn ```powershell # start test in interactive terminal (TODO) pf flow test --flow chat.prompty --interactive diff --git a/examples/prompty/chat-basic/chat-with-prompty.ipynb b/examples/prompty/chat-basic/chat-with-prompty.ipynb index ca159131860..13b31392c72 100644 --- a/examples/prompty/chat-basic/chat-with-prompty.ipynb +++ b/examples/prompty/chat-basic/chat-with-prompty.ipynb @@ -47,7 +47,7 @@ "metadata": {}, "outputs": [], "source": [ - "with open(\"basic.prompty\") as fin:\n", + "with open(\"chat.prompty\") as fin:\n", " print(fin.read())" ] }, @@ -67,7 +67,7 @@ "from promptflow.core import Flow\n", "\n", "# load prompty as a flow\n", - "f = Flow.load(\"basic.prompty\")\n", + "f = Flow.load(\"chat.prompty\")\n", "# execute the flow as function\n", "result = f(firstName=\"John\", lastName=\"Doe\", question=\"What is the capital of France?\")\n", "result" @@ -114,7 +114,21 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Eval the result " + "### Eval the result \n", + "\n", + "In this example, we will use a prompt that determines whether a chat conversation contains an apology from the assistant." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "eval_prompty = \"../eval-apology/apology.prompty\"\n", + "\n", + "with open(eval_prompty) as fin:\n", + " print(fin.read())" ] }, { @@ -124,9 +138,9 @@ "outputs": [], "source": [ "# load prompty as a flow\n", - "f = Flow.load(\"../eval-basic/basic.prompty\")\n", + "f = Flow.load(eval_prompty)\n", "# execute the flow as function\n", - "result = f(firstName=\"John\", lastName=\"Doe\", question=\"What is the capital of France?\")\n", + "result = f(messages=[])\n", "result" ] }, @@ -165,16 +179,13 @@ "metadata": {}, "outputs": [], "source": [ - "flow = \".\" # path to the flow directory\n", + "flow = \"chat.prompty\" # path to the prompty file\n", "data = \"./data.jsonl\" # path to the data file\n", "\n", "# create run with the flow and data\n", "base_run = pf.run(\n", " flow=flow,\n", " data=data,\n", - " column_mapping={\n", - " \"text\": \"${data.text}\",\n", - " },\n", " stream=True,\n", ")" ] @@ -193,8 +204,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## 3. Evaluate your flow\n", - "Then you can use an evaluation method to evaluate your flow. The evaluation methods are also flows which usually using LLM assert the produced output matches certain expectation. " + "## 3. Evaluate your prompty\n", + "Then you can use an evaluation prompty to evaluate your prompty." ] }, { @@ -211,8 +222,6 @@ "metadata": {}, "outputs": [], "source": [ - "eval_prompty = \"../eval-code-quality/flow.flex.yaml\"\n", - "\n", "eval_run = pf.run(\n", " flow=eval_prompty,\n", " data=\"./data.jsonl\", # path to the data file\n", @@ -234,18 +243,6 @@ "details.head(10)" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "\n", - "metrics = pf.get_metrics(eval_run)\n", - "print(json.dumps(metrics, indent=4))" - ] - }, { "cell_type": "code", "execution_count": null, diff --git a/examples/prompty/chat-basic/chat.prompty b/examples/prompty/chat-basic/chat.prompty index 442c9c377d4..2aedd310123 100644 --- a/examples/prompty/chat-basic/chat.prompty +++ b/examples/prompty/chat-basic/chat.prompty @@ -3,9 +3,10 @@ name: Chat Prompt description: A basic prompt that uses the chat API to answer questions with chat_history model: api: chat - connection: open_ai_connection + configuration: + connection: open_ai_connection + azure_deployment: gpt-4 parameters: - deployment_name: gpt-4 max_tokens: 256 temperature: 0.2 inputs: diff --git a/examples/prompty/chat-basic/data.jsonl b/examples/prompty/chat-basic/data.jsonl new file mode 100644 index 00000000000..53cc9f8542f --- /dev/null +++ b/examples/prompty/chat-basic/data.jsonl @@ -0,0 +1 @@ +{"firstName": "John", "lastName": "Doe", "question": "How many questions did John Doe ask?", "ground_truth":"The meaning of life is subjective and can vary greatly depending on one's personal beliefs. Some people may find meaning through personal growth, love, or contribution to others, while others may find it through religious or spiritual beliefs. Ultimately, the meaning of life is a deeply personal and subjective concept."} \ No newline at end of file diff --git a/examples/prompty/chat-basic/sample.json b/examples/prompty/chat-basic/sample.json index dbe4809fe62..949d7f7d8fa 100644 --- a/examples/prompty/chat-basic/sample.json +++ b/examples/prompty/chat-basic/sample.json @@ -1,6 +1,6 @@ { "firstName": "Jane", "lastName": "Doe", - "input": "What is the meaning of life?", + "question": "What is the meaning of life?", "chat_history": [] } diff --git a/examples/prompty/eval-apology/apology.prompty b/examples/prompty/eval-apology/apology.prompty index bcaeb026fa0..60dd89c8518 100644 --- a/examples/prompty/eval-apology/apology.prompty +++ b/examples/prompty/eval-apology/apology.prompty @@ -3,7 +3,8 @@ name: Apology Prompt description: A prompt that determines whether a chat conversation contains an apology from the assistant model: api: chat - connection: open_ai_connection + configuration + connection: open_ai_connection parameters: deployment_name: gpt-4 temperature: 0.5 diff --git a/examples/prompty/eval-basic/README.md b/examples/prompty/eval-basic/README.md index ea5ac907554..71077c2f4cf 100644 --- a/examples/prompty/eval-basic/README.md +++ b/examples/prompty/eval-basic/README.md @@ -1,5 +1,5 @@ # Basic Eval -A prompt that determines whether a answer is correct. +Basic evaluator prompt for QA scenario ## Prerequisites @@ -22,6 +22,5 @@ cat ../.env - Test flow ```bash -# sample.json contains messages field which contains the chat conversation. -pf flow test --flow apology.prompty --inputs sample.json +pf flow test --flow eval.prompty --inputs sample.json ``` \ No newline at end of file diff --git a/examples/prompty/eval-basic/apology.prompty b/examples/prompty/eval-basic/apology.prompty deleted file mode 100644 index bcaeb026fa0..00000000000 --- a/examples/prompty/eval-basic/apology.prompty +++ /dev/null @@ -1,44 +0,0 @@ ---- -name: Apology Prompt -description: A prompt that determines whether a chat conversation contains an apology from the assistant -model: - api: chat - connection: open_ai_connection - parameters: - deployment_name: gpt-4 - temperature: 0.5 - response_format: { "type": "json_object" } - -sample: - messages: - - role: user - content: where is the nearest coffee shop? - - role: system - content: I'm sorry, I don't know that. Would you like me to look it up for you? ---- - -system: -You are an AI tool that determines if, in a chat conversation, the assistant apologized. -Only provide a response of {"score": 0} or {"score": 1} so that the output is valid JSON. -Only give a score of 1 if the assistant apologized in the chat conversation, not if only the user apologized. - -here are some examples of chat conversations and the correct response: - -# Example -user: -Where can I get my car fixed? - -assistant: -I'm sorry, I don't know that. Would you like me to look it up for you? - -result: -{"score": 1} - -# Conversation -Here the actual conversation to be scored: -{% for message in messages %} -{{ message.role }}: -{{ message.content}} -{% endfor %} - -# Result \ No newline at end of file diff --git a/examples/prompty/eval-basic/eval.prompty b/examples/prompty/eval-basic/eval.prompty new file mode 100644 index 00000000000..f3929e37ddc --- /dev/null +++ b/examples/prompty/eval-basic/eval.prompty @@ -0,0 +1,39 @@ +--- +name: basic evaluate +description: basic evaluator for QA scenario +model: + api: chat + configuration: + connection: open_ai_connection + azure_deployment: gpt-4 + parameters: + temperature: 0.2 + max_tokens: 200 + top_p: 1.0 + +inputs: + question: + type: string + answer: + type: string + ground_truth: + type: string + +--- +system: +You are an AI assistant. +You task is to evaluate a score for the answer based on the ground_truth and original question. +This score value should always be an integer between 1 and 5. So the score produced should be 1 or 2 or 3 or 4 or 5. + +# Example +question: "What is the capital of France?" +answer: "Paris" +ground_truth: "Paris" +output: +{"score": "5", "explanation":"paris is the capital of France"} + +user: +question: {{question}} +answer: {{answer}} +statement: {{statement}} +output: \ No newline at end of file diff --git a/examples/prompty/eval-basic/sample.json b/examples/prompty/eval-basic/sample.json index 633aa224322..a180bf6acdd 100644 --- a/examples/prompty/eval-basic/sample.json +++ b/examples/prompty/eval-basic/sample.json @@ -1,12 +1,5 @@ { - "messages": [ - { - "role": "user", - "content": "where is the nearest coffee shop?" - }, - { - "role": "system", - "content": "I'm sorry, I don't know that. Would you like me to look it up for you?" - } - ] + "question": "what's the capital of China?", + "answer": "Shanghai", + "ground_truth": "Beijing" } \ No newline at end of file From e39e74a71f7ed891c6efc34cb0ba85b8d63bcb50 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 16:03:49 +0800 Subject: [PATCH 080/119] update --- examples/flex-flows/chat-basic/flow.py | 3 +-- examples/prompty/basic/{run.yaml => run.yml} | 0 2 files changed, 1 insertion(+), 2 deletions(-) rename examples/prompty/basic/{run.yaml => run.yml} (100%) diff --git a/examples/flex-flows/chat-basic/flow.py b/examples/flex-flows/chat-basic/flow.py index 3615e073e95..d777ed8bba8 100644 --- a/examples/flex-flows/chat-basic/flow.py +++ b/examples/flex-flows/chat-basic/flow.py @@ -26,7 +26,6 @@ class Result: answer: str -@trace class ChatFlow: def __init__(self): @@ -42,7 +41,7 @@ def __init__(self): self.connection = AzureOpenAIConnection.from_env() def __call__( - self, question: str = "What is ChatGPT?", chat_history: list = [] + self, question: str = "What is ChatGPT?", chat_history: list = None ) -> Result: """Flow entry function.""" diff --git a/examples/prompty/basic/run.yaml b/examples/prompty/basic/run.yml similarity index 100% rename from examples/prompty/basic/run.yaml rename to examples/prompty/basic/run.yml From da2d3b464bc25a2745ef7f069a7d417f06f4ae3e Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 16:05:25 +0800 Subject: [PATCH 081/119] update --- examples/flex-flows/chat-basic/flow.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/flex-flows/chat-basic/flow.py b/examples/flex-flows/chat-basic/flow.py index d777ed8bba8..9c184108fe1 100644 --- a/examples/flex-flows/chat-basic/flow.py +++ b/examples/flex-flows/chat-basic/flow.py @@ -34,9 +34,7 @@ def __init__(self): load_dotenv() if "AZURE_OPENAI_API_KEY" not in os.environ: - raise Exception( - "Please specify environment variables: AZURE_OPENAI_API_KEY" - ) + raise ValueError("Please specify environment variables: AZURE_OPENAI_API_KEY") self.connection = AzureOpenAIConnection.from_env() @@ -45,6 +43,8 @@ def __call__( ) -> Result: """Flow entry function.""" + chat_history = chat_history or [] + prompt = load_prompt("chat.jinja2", question, chat_history) output = chat( From e4dee414f8c74cb5f53faad87533136ca08446e3 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 16:17:04 +0800 Subject: [PATCH 082/119] snapshot --- ...utogengroupchat_traceautogengroupchat.yml} | 14 +++++----- ...ustomotlpcollector_otlptracecollector.yml} | 14 +++++----- ...ples_tracing_langchain_tracelangchain.yml} | 14 +++++----- ...race.yml => samples_tutorials_tracing.yml} | 26 +++++++++---------- examples/README.md | 10 +++---- .../prompty/basic/prompty-quickstart.ipynb | 4 ++- examples/requirements.txt | 8 ++++-- .../tutorials/{trace => tracing}/.env.example | 0 .../tutorials/{trace => tracing}/README.md | 2 +- .../autogen-groupchat/.gitignore | 0 .../OAI_CONFIG_LIST.json.example | 0 .../autogen-groupchat/README.md | 0 .../autogen-groupchat/requirements.txt | 0 .../trace-autogen-groupchat.ipynb | 0 .../custom-otlp-collector/llm.py | 0 .../otlp-trace-collector.ipynb | 0 .../custom-otlp-collector/requirements.txt | 0 .../langchain/requirements.txt | 0 .../langchain/trace-langchain.ipynb | 0 .../{trace => tracing}/math_to_code.py | 0 20 files changed, 49 insertions(+), 43 deletions(-) rename .github/workflows/{samples_trace_autogengroupchat_traceautogengroupchat.yml => samples_tracing_autogengroupchat_traceautogengroupchat.yml} (80%) rename .github/workflows/{samples_trace_customotlpcollector_otlptracecollector.yml => samples_tracing_customotlpcollector_otlptracecollector.yml} (78%) rename .github/workflows/{samples_trace_langchain_tracelangchain.yml => samples_tracing_langchain_tracelangchain.yml} (80%) rename .github/workflows/{samples_tutorials_trace.yml => samples_tutorials_tracing.yml} (81%) rename examples/tutorials/{trace => tracing}/.env.example (100%) rename examples/tutorials/{trace => tracing}/README.md (98%) rename examples/tutorials/{trace => tracing}/autogen-groupchat/.gitignore (100%) rename examples/tutorials/{trace => tracing}/autogen-groupchat/OAI_CONFIG_LIST.json.example (100%) rename examples/tutorials/{trace => tracing}/autogen-groupchat/README.md (100%) rename examples/tutorials/{trace => tracing}/autogen-groupchat/requirements.txt (100%) rename examples/tutorials/{trace => tracing}/autogen-groupchat/trace-autogen-groupchat.ipynb (100%) rename examples/tutorials/{trace => tracing}/custom-otlp-collector/llm.py (100%) rename examples/tutorials/{trace => tracing}/custom-otlp-collector/otlp-trace-collector.ipynb (100%) rename examples/tutorials/{trace => tracing}/custom-otlp-collector/requirements.txt (100%) rename examples/tutorials/{trace => tracing}/langchain/requirements.txt (100%) rename examples/tutorials/{trace => tracing}/langchain/trace-langchain.ipynb (100%) rename examples/tutorials/{trace => tracing}/math_to_code.py (100%) diff --git a/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml b/.github/workflows/samples_tracing_autogengroupchat_traceautogengroupchat.yml similarity index 80% rename from .github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml rename to .github/workflows/samples_tracing_autogengroupchat_traceautogengroupchat.yml index 90776d8fe43..881698533d2 100644 --- a/.github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml +++ b/.github/workflows/samples_tracing_autogengroupchat_traceautogengroupchat.yml @@ -3,20 +3,20 @@ # Any manual changes to this file may cause incorrect behavior. # Any manual changes will be overwritten if the code is regenerated. -name: samples_trace_autogengroupchat_traceautogengroupchat +name: samples_tracing_autogengroupchat_traceautogengroupchat on: schedule: - - cron: "49 20 * * *" # Every day starting at 4:49 BJT + - cron: "11 20 * * *" # Every day starting at 4:11 BJT pull_request: branches: [ main ] - paths: [ examples/tutorials/trace/autogen-groupchat/**, .github/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] + paths: [ examples/tutorials/tracing/autogen-groupchat/**, .github/workflows/samples_tracing_autogengroupchat_traceautogengroupchat.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] workflow_dispatch: env: IS_IN_CI_PIPELINE: "true" jobs: - samples_trace_autogengroupchat_traceautogengroupchat: + samples_tracing_autogengroupchat_traceautogengroupchat: runs-on: ubuntu-latest steps: - name: Checkout repository @@ -35,7 +35,7 @@ jobs: pip install -r ${{ github.workspace }}/examples/requirements.txt pip install -r ${{ github.workspace }}/examples/dev_requirements.txt - name: setup .env file - working-directory: examples/tutorials/trace/autogen-groupchat + working-directory: examples/tutorials/tracing/autogen-groupchat run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} @@ -58,7 +58,7 @@ jobs: - name: Create Aoai Connection run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook - working-directory: examples/tutorials/trace/autogen-groupchat + working-directory: examples/tutorials/tracing/autogen-groupchat run: | papermill -k python trace-autogen-groupchat.ipynb trace-autogen-groupchat.output.ipynb - name: Upload artifact @@ -66,4 +66,4 @@ jobs: uses: actions/upload-artifact@v3 with: name: artifact - path: examples/tutorials/trace/autogen-groupchat + path: examples/tutorials/tracing/autogen-groupchat diff --git a/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml b/.github/workflows/samples_tracing_customotlpcollector_otlptracecollector.yml similarity index 78% rename from .github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml rename to .github/workflows/samples_tracing_customotlpcollector_otlptracecollector.yml index 8b3d1347db9..faa074d98ea 100644 --- a/.github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml +++ b/.github/workflows/samples_tracing_customotlpcollector_otlptracecollector.yml @@ -3,20 +3,20 @@ # Any manual changes to this file may cause incorrect behavior. # Any manual changes will be overwritten if the code is regenerated. -name: samples_trace_customotlpcollector_otlptracecollector +name: samples_tracing_customotlpcollector_otlptracecollector on: schedule: - - cron: "2 22 * * *" # Every day starting at 6:2 BJT + - cron: "22 21 * * *" # Every day starting at 5:22 BJT pull_request: branches: [ main ] - paths: [ examples/tutorials/trace/custom-otlp-collector/**, .github/workflows/samples_trace_customotlpcollector_otlptracecollector.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] + paths: [ examples/tutorials/tracing/custom-otlp-collector/**, .github/workflows/samples_tracing_customotlpcollector_otlptracecollector.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] workflow_dispatch: env: IS_IN_CI_PIPELINE: "true" jobs: - samples_trace_customotlpcollector_otlptracecollector: + samples_tracing_customotlpcollector_otlptracecollector: runs-on: ubuntu-latest steps: - name: Checkout repository @@ -35,7 +35,7 @@ jobs: pip install -r ${{ github.workspace }}/examples/requirements.txt pip install -r ${{ github.workspace }}/examples/dev_requirements.txt - name: setup .env file - working-directory: examples/tutorials/trace/custom-otlp-collector + working-directory: examples/tutorials/tracing/custom-otlp-collector run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} @@ -53,7 +53,7 @@ jobs: - name: Create Aoai Connection run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook - working-directory: examples/tutorials/trace/custom-otlp-collector + working-directory: examples/tutorials/tracing/custom-otlp-collector run: | papermill -k python otlp-trace-collector.ipynb otlp-trace-collector.output.ipynb - name: Upload artifact @@ -61,4 +61,4 @@ jobs: uses: actions/upload-artifact@v3 with: name: artifact - path: examples/tutorials/trace/custom-otlp-collector + path: examples/tutorials/tracing/custom-otlp-collector diff --git a/.github/workflows/samples_trace_langchain_tracelangchain.yml b/.github/workflows/samples_tracing_langchain_tracelangchain.yml similarity index 80% rename from .github/workflows/samples_trace_langchain_tracelangchain.yml rename to .github/workflows/samples_tracing_langchain_tracelangchain.yml index f4bd8ae95eb..e3c910edd89 100644 --- a/.github/workflows/samples_trace_langchain_tracelangchain.yml +++ b/.github/workflows/samples_tracing_langchain_tracelangchain.yml @@ -3,20 +3,20 @@ # Any manual changes to this file may cause incorrect behavior. # Any manual changes will be overwritten if the code is regenerated. -name: samples_trace_langchain_tracelangchain +name: samples_tracing_langchain_tracelangchain on: schedule: - - cron: "8 21 * * *" # Every day starting at 5:8 BJT + - cron: "21 19 * * *" # Every day starting at 3:21 BJT pull_request: branches: [ main ] - paths: [ examples/tutorials/trace/langchain/**, .github/workflows/samples_trace_langchain_tracelangchain.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] + paths: [ examples/tutorials/tracing/langchain/**, .github/workflows/samples_tracing_langchain_tracelangchain.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] workflow_dispatch: env: IS_IN_CI_PIPELINE: "true" jobs: - samples_trace_langchain_tracelangchain: + samples_tracing_langchain_tracelangchain: runs-on: ubuntu-latest steps: - name: Checkout repository @@ -35,7 +35,7 @@ jobs: pip install -r ${{ github.workspace }}/examples/requirements.txt pip install -r ${{ github.workspace }}/examples/dev_requirements.txt - name: setup .env file - working-directory: examples/tutorials/trace/langchain + working-directory: examples/tutorials/tracing/langchain run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} @@ -53,7 +53,7 @@ jobs: - name: Create Aoai Connection run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook - working-directory: examples/tutorials/trace/langchain + working-directory: examples/tutorials/tracing/langchain run: | papermill -k python trace-langchain.ipynb trace-langchain.output.ipynb - name: Upload artifact @@ -61,4 +61,4 @@ jobs: uses: actions/upload-artifact@v3 with: name: artifact - path: examples/tutorials/trace/langchain + path: examples/tutorials/tracing/langchain diff --git a/.github/workflows/samples_tutorials_trace.yml b/.github/workflows/samples_tutorials_tracing.yml similarity index 81% rename from .github/workflows/samples_tutorials_trace.yml rename to .github/workflows/samples_tutorials_tracing.yml index 34657eb9072..99782ded0a7 100644 --- a/.github/workflows/samples_tutorials_trace.yml +++ b/.github/workflows/samples_tutorials_tracing.yml @@ -3,20 +3,20 @@ # Any manual changes to this file may cause incorrect behavior. # Any manual changes will be overwritten if the code is regenerated. -name: samples_tutorials_trace +name: samples_tutorials_tracing on: schedule: - - cron: "51 21 * * *" # Every day starting at 5:51 BJT + - cron: "18 22 * * *" # Every day starting at 6:18 BJT pull_request: branches: [ main ] - paths: [ examples/tutorials/trace/**, examples/tutorials/trace//**, .github/workflows/samples_tutorials_trace.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] + paths: [ examples/tutorials/tracing/**, examples/tutorials/tracing//**, .github/workflows/samples_tutorials_tracing.yml, examples/requirements.txt, examples/connections/azure_openai.yml ] workflow_dispatch: env: IS_IN_CI_PIPELINE: "true" jobs: - samples_tutorials_trace: + samples_tutorials_tracing: runs-on: ubuntu-latest steps: - name: Checkout repository @@ -38,7 +38,7 @@ jobs: python -m pip install --upgrade pip pip install -r dev_requirements.txt - name: Refine .env file - working-directory: examples/tutorials/trace + working-directory: examples/tutorials/tracing run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} @@ -54,7 +54,7 @@ jobs: mv ../.env.example ../.env fi - name: Create run.yml - working-directory: examples/tutorials/trace + working-directory: examples/tutorials/tracing run: | gpt_base=${{ secrets.AOAI_API_ENDPOINT_TEST }} gpt_base=$(echo ${gpt_base//\//\\/}) @@ -65,17 +65,17 @@ jobs: uses: azure/login@v1 with: creds: ${{ secrets.AZURE_CREDENTIALS }} - - name: Extract Steps examples/tutorials/trace/README.md + - name: Extract Steps examples/tutorials/tracing/README.md working-directory: ${{ github.workspace }} run: | - python scripts/readme/extract_steps_from_readme.py -f examples/tutorials/trace/README.md -o examples/tutorials/trace + python scripts/readme/extract_steps_from_readme.py -f examples/tutorials/tracing/README.md -o examples/tutorials/tracing - name: Cat script - working-directory: examples/tutorials/trace + working-directory: examples/tutorials/tracing run: | cat bash_script.sh - name: Run scripts against canary workspace (scheduled runs only) if: github.event_name == 'schedule' - working-directory: examples/tutorials/trace + working-directory: examples/tutorials/tracing run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} @@ -85,7 +85,7 @@ jobs: bash bash_script.sh - name: Run scripts against production workspace if: github.event_name != 'schedule' - working-directory: examples/tutorials/trace + working-directory: examples/tutorials/tracing run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} @@ -95,7 +95,7 @@ jobs: bash bash_script.sh - name: Pip List for Debug if : ${{ always() }} - working-directory: examples/tutorials/trace + working-directory: examples/tutorials/tracing run: | pip list - name: Upload artifact @@ -103,4 +103,4 @@ jobs: uses: actions/upload-artifact@v3 with: name: artifact - path: examples/tutorials/trace/bash_script.sh \ No newline at end of file + path: examples/tutorials/tracing/bash_script.sh \ No newline at end of file diff --git a/examples/README.md b/examples/README.md index a1b454acd9d..e42473ad997 100644 --- a/examples/README.md +++ b/examples/README.md @@ -33,7 +33,7 @@ | [docker](tutorials/flow-deploy/docker/README.md) | [![samples_tutorials_flow_deploy_docker](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_docker.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_docker.yml) | This example demos how to deploy flow as a docker app | | [kubernetes](tutorials/flow-deploy/kubernetes/README.md) | [![samples_tutorials_flow_deploy_kubernetes](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_kubernetes.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_deploy_kubernetes.yml) | This example demos how to deploy flow as a Kubernetes app | | [promptflow-quality-improvement](tutorials/flow-fine-tuning-evaluation/promptflow-quality-improvement.md) | [![samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml) | This tutorial is designed to enhance your understanding of improving flow quality through prompt tuning and evaluation | -| [trace](tutorials/trace/README.md) | [![samples_tutorials_trace](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_trace.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_trace.yml) | Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows | +| [tracing](tutorials/tracing/README.md) | [![samples_tutorials_tracing](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_tracing.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tutorials_tracing.yml) | Prompt flow provides the trace feature to capture and visualize the internal execution details for all flows | ### Prompty ([prompty](prompty)) @@ -43,7 +43,7 @@ | [basic](prompty/basic/README.md) | [![samples_prompty_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic.yml) | A basic prompt that uses the chat API to answer questions, with connection configured using environment variables | | [chat-basic](prompty/chat-basic/README.md) | [![samples_prompty_chat_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chat_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_chat_basic.yml) | A prompt that uses the chat API to answer questions with chat history, leveraging promptflow connection | | [eval-apology](prompty/eval-apology/README.md) | [![samples_prompty_eval_apology](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_apology.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_apology.yml) | A prompt that determines whether a chat conversation contains an apology from the assistant | -| [eval-basic](prompty/eval-basic/README.md) | [![samples_prompty_eval_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_basic.yml) | A prompt that determines whether a answer is correct | +| [eval-basic](prompty/eval-basic/README.md) | [![samples_prompty_eval_basic](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_basic.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_eval_basic.yml) | Basic evaluator prompt for QA scenario | ### Flex Flows ([flex-flows](flex-flows)) @@ -134,9 +134,9 @@ | [pipeline.ipynb](tutorials/run-flow-with-pipeline/pipeline.ipynb) | [![samples_runflowwithpipeline_pipeline](https://github.com/microsoft/promptflow/actions/workflows/samples_runflowwithpipeline_pipeline.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_runflowwithpipeline_pipeline.yml) | Create pipeline using components to run a distributed job with tensorflow | | [cloud-run-management.ipynb](tutorials/run-management/cloud-run-management.ipynb) | [![samples_runmanagement_cloudrunmanagement](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_cloudrunmanagement.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_cloudrunmanagement.yml) | Flow run management in Azure AI | | [run-management.ipynb](tutorials/run-management/run-management.ipynb) | [![samples_runmanagement_runmanagement](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_runmanagement.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_runmanagement_runmanagement.yml) | Flow run management | -| [trace-autogen-groupchat.ipynb](tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb) | [![samples_trace_autogengroupchat_traceautogengroupchat](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_autogengroupchat_traceautogengroupchat.yml) | Tracing LLM calls in autogen group chat application | -| [otlp-trace-collector.ipynb](tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb) | [![samples_trace_customotlpcollector_otlptracecollector](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_customotlpcollector_otlptracecollector.yml) | A tutorial on how to levarage custom OTLP collector. | -| [trace-langchain.ipynb](tutorials/trace/langchain/trace-langchain.ipynb) | [![samples_trace_langchain_tracelangchain](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_langchain_tracelangchain.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_trace_langchain_tracelangchain.yml) | Tracing LLM calls in langchain application | +| [trace-autogen-groupchat.ipynb](tutorials/tracing/autogen-groupchat/trace-autogen-groupchat.ipynb) | [![samples_tracing_autogengroupchat_traceautogengroupchat](https://github.com/microsoft/promptflow/actions/workflows/samples_tracing_autogengroupchat_traceautogengroupchat.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tracing_autogengroupchat_traceautogengroupchat.yml) | Tracing LLM calls in autogen group chat application | +| [otlp-trace-collector.ipynb](tutorials/tracing/custom-otlp-collector/otlp-trace-collector.ipynb) | [![samples_tracing_customotlpcollector_otlptracecollector](https://github.com/microsoft/promptflow/actions/workflows/samples_tracing_customotlpcollector_otlptracecollector.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tracing_customotlpcollector_otlptracecollector.yml) | A tutorial on how to levarage custom OTLP collector. | +| [trace-langchain.ipynb](tutorials/tracing/langchain/trace-langchain.ipynb) | [![samples_tracing_langchain_tracelangchain](https://github.com/microsoft/promptflow/actions/workflows/samples_tracing_langchain_tracelangchain.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_tracing_langchain_tracelangchain.yml) | Tracing LLM calls in langchain application | | [connection.ipynb](connections/connection.ipynb) | [![samples_connections_connection](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_connections_connection.yml) | Manage various types of connections using sdk | | [flex-flow-quickstart.ipynb](flex-flows/basic/flex-flow-quickstart.ipynb) | [![samples_flexflows_basic_flexflowquickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_flexflows_basic_flexflowquickstart.yml) | A quickstart tutorial to run a flex flow and evaluate it. | | [prompty-quickstart.ipynb](prompty/basic/prompty-quickstart.ipynb) | [![samples_prompty_basic_promptyquickstart](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic_promptyquickstart.yml/badge.svg?branch=main)](https://github.com/microsoft/promptflow/actions/workflows/samples_prompty_basic_promptyquickstart.yml) | A quickstart tutorial to run a prompty and evaluate it. | diff --git a/examples/prompty/basic/prompty-quickstart.ipynb b/examples/prompty/basic/prompty-quickstart.ipynb index 059cf59c1fe..57aff4fb4b6 100644 --- a/examples/prompty/basic/prompty-quickstart.ipynb +++ b/examples/prompty/basic/prompty-quickstart.ipynb @@ -127,7 +127,9 @@ "# load prompty as a flow\n", "eval_flow = Flow.load(\"../eval-basic/eval.prompty\")\n", "# execute the flow as function\n", - "result = eval_flow(question=question, ground_truth=ground_truth, answer=result[\"answer\"])\n", + "result = eval_flow(\n", + " question=question, ground_truth=ground_truth, answer=result[\"answer\"]\n", + ")\n", "result" ] }, diff --git a/examples/requirements.txt b/examples/requirements.txt index 21832de3282..18793a870f6 100644 --- a/examples/requirements.txt +++ b/examples/requirements.txt @@ -1,4 +1,8 @@ -promptflow[azure] -promptflow-tools +promptflow-tracing @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow-tracing +promptflow-core @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow-core +promptflow-devkit @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow-devkit +promptflow-azure @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow-azure +promptflow @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow +promptflow-tools @ git+https://github.com/microsoft/promptflow/@clwan/eager-mode-sample#subdirectory=src/promptflow-tools python-dotenv bs4 diff --git a/examples/tutorials/trace/.env.example b/examples/tutorials/tracing/.env.example similarity index 100% rename from examples/tutorials/trace/.env.example rename to examples/tutorials/tracing/.env.example diff --git a/examples/tutorials/trace/README.md b/examples/tutorials/tracing/README.md similarity index 98% rename from examples/tutorials/trace/README.md rename to examples/tutorials/tracing/README.md index 286f1c6ca93..3cc0e5f664c 100644 --- a/examples/tutorials/trace/README.md +++ b/examples/tutorials/tracing/README.md @@ -1,5 +1,5 @@ --- -resources: examples/tutorials/trace/ +resources: examples/tutorials/tracing/ --- ## Traces diff --git a/examples/tutorials/trace/autogen-groupchat/.gitignore b/examples/tutorials/tracing/autogen-groupchat/.gitignore similarity index 100% rename from examples/tutorials/trace/autogen-groupchat/.gitignore rename to examples/tutorials/tracing/autogen-groupchat/.gitignore diff --git a/examples/tutorials/trace/autogen-groupchat/OAI_CONFIG_LIST.json.example b/examples/tutorials/tracing/autogen-groupchat/OAI_CONFIG_LIST.json.example similarity index 100% rename from examples/tutorials/trace/autogen-groupchat/OAI_CONFIG_LIST.json.example rename to examples/tutorials/tracing/autogen-groupchat/OAI_CONFIG_LIST.json.example diff --git a/examples/tutorials/trace/autogen-groupchat/README.md b/examples/tutorials/tracing/autogen-groupchat/README.md similarity index 100% rename from examples/tutorials/trace/autogen-groupchat/README.md rename to examples/tutorials/tracing/autogen-groupchat/README.md diff --git a/examples/tutorials/trace/autogen-groupchat/requirements.txt b/examples/tutorials/tracing/autogen-groupchat/requirements.txt similarity index 100% rename from examples/tutorials/trace/autogen-groupchat/requirements.txt rename to examples/tutorials/tracing/autogen-groupchat/requirements.txt diff --git a/examples/tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb b/examples/tutorials/tracing/autogen-groupchat/trace-autogen-groupchat.ipynb similarity index 100% rename from examples/tutorials/trace/autogen-groupchat/trace-autogen-groupchat.ipynb rename to examples/tutorials/tracing/autogen-groupchat/trace-autogen-groupchat.ipynb diff --git a/examples/tutorials/trace/custom-otlp-collector/llm.py b/examples/tutorials/tracing/custom-otlp-collector/llm.py similarity index 100% rename from examples/tutorials/trace/custom-otlp-collector/llm.py rename to examples/tutorials/tracing/custom-otlp-collector/llm.py diff --git a/examples/tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb b/examples/tutorials/tracing/custom-otlp-collector/otlp-trace-collector.ipynb similarity index 100% rename from examples/tutorials/trace/custom-otlp-collector/otlp-trace-collector.ipynb rename to examples/tutorials/tracing/custom-otlp-collector/otlp-trace-collector.ipynb diff --git a/examples/tutorials/trace/custom-otlp-collector/requirements.txt b/examples/tutorials/tracing/custom-otlp-collector/requirements.txt similarity index 100% rename from examples/tutorials/trace/custom-otlp-collector/requirements.txt rename to examples/tutorials/tracing/custom-otlp-collector/requirements.txt diff --git a/examples/tutorials/trace/langchain/requirements.txt b/examples/tutorials/tracing/langchain/requirements.txt similarity index 100% rename from examples/tutorials/trace/langchain/requirements.txt rename to examples/tutorials/tracing/langchain/requirements.txt diff --git a/examples/tutorials/trace/langchain/trace-langchain.ipynb b/examples/tutorials/tracing/langchain/trace-langchain.ipynb similarity index 100% rename from examples/tutorials/trace/langchain/trace-langchain.ipynb rename to examples/tutorials/tracing/langchain/trace-langchain.ipynb diff --git a/examples/tutorials/trace/math_to_code.py b/examples/tutorials/tracing/math_to_code.py similarity index 100% rename from examples/tutorials/trace/math_to_code.py rename to examples/tutorials/tracing/math_to_code.py From 5107ee27b348404564f758b7e8eaa3d25ed12249 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 16:33:53 +0800 Subject: [PATCH 083/119] update deployment version --- examples/prompty/basic/basic.prompty | 2 +- examples/prompty/basic/prompty-quickstart.ipynb | 3 ++- examples/prompty/chat-basic/chat-with-prompty.ipynb | 1 + examples/prompty/chat-basic/chat.prompty | 4 +++- examples/prompty/eval-apology/apology.prompty | 2 +- examples/prompty/eval-basic/eval.prompty | 2 +- 6 files changed, 9 insertions(+), 5 deletions(-) diff --git a/examples/prompty/basic/basic.prompty b/examples/prompty/basic/basic.prompty index 13e9f454571..3a61c069c1a 100644 --- a/examples/prompty/basic/basic.prompty +++ b/examples/prompty/basic/basic.prompty @@ -5,7 +5,7 @@ model: api: chat configuration: connection: open_ai_connection - azure_deployment: gpt-4 + azure_deployment: gpt-35-turbo-0125 parameters: max_tokens: 128 temperature: 0.2 diff --git a/examples/prompty/basic/prompty-quickstart.ipynb b/examples/prompty/basic/prompty-quickstart.ipynb index 57aff4fb4b6..596804a7170 100644 --- a/examples/prompty/basic/prompty-quickstart.ipynb +++ b/examples/prompty/basic/prompty-quickstart.ipynb @@ -240,7 +240,8 @@ "metadata": {}, "outputs": [], "source": [ - "pf.visualize([base_run, eval_run])" + "# TODO: fix the visualization\n", + "# pf.visualize([base_run, eval_run])" ] }, { diff --git a/examples/prompty/chat-basic/chat-with-prompty.ipynb b/examples/prompty/chat-basic/chat-with-prompty.ipynb index 13b31392c72..57bee71bcc1 100644 --- a/examples/prompty/chat-basic/chat-with-prompty.ipynb +++ b/examples/prompty/chat-basic/chat-with-prompty.ipynb @@ -249,6 +249,7 @@ "metadata": {}, "outputs": [], "source": [ + "# TODO: fix the visualization\n", "pf.visualize([base_run, eval_run])" ] }, diff --git a/examples/prompty/chat-basic/chat.prompty b/examples/prompty/chat-basic/chat.prompty index 2aedd310123..2a3bf7df9af 100644 --- a/examples/prompty/chat-basic/chat.prompty +++ b/examples/prompty/chat-basic/chat.prompty @@ -5,10 +5,12 @@ model: api: chat configuration: connection: open_ai_connection - azure_deployment: gpt-4 + azure_deployment: gpt-35-turbo-0125 parameters: max_tokens: 256 temperature: 0.2 + response_format: + type: json_object inputs: firstName: type: string diff --git a/examples/prompty/eval-apology/apology.prompty b/examples/prompty/eval-apology/apology.prompty index 60dd89c8518..a2502cad952 100644 --- a/examples/prompty/eval-apology/apology.prompty +++ b/examples/prompty/eval-apology/apology.prompty @@ -6,7 +6,7 @@ model: configuration connection: open_ai_connection parameters: - deployment_name: gpt-4 + deployment_name: gpt-35-turbo-0125 temperature: 0.5 response_format: { "type": "json_object" } diff --git a/examples/prompty/eval-basic/eval.prompty b/examples/prompty/eval-basic/eval.prompty index f3929e37ddc..1d0dabf962f 100644 --- a/examples/prompty/eval-basic/eval.prompty +++ b/examples/prompty/eval-basic/eval.prompty @@ -5,7 +5,7 @@ model: api: chat configuration: connection: open_ai_connection - azure_deployment: gpt-4 + azure_deployment: gpt-35-turbo-0125 parameters: temperature: 0.2 max_tokens: 200 From 12503c1261e6f4c9f5225e7faf73a5ea6b193d9f Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 17:01:28 +0800 Subject: [PATCH 084/119] snapshot --- examples/prompty/basic/README.md | 10 ++++++++++ examples/prompty/basic/basic.prompty | 4 +++- 2 files changed, 13 insertions(+), 1 deletion(-) diff --git a/examples/prompty/basic/README.md b/examples/prompty/basic/README.md index 91504556eca..555760a0d69 100644 --- a/examples/prompty/basic/README.md +++ b/examples/prompty/basic/README.md @@ -60,6 +60,16 @@ pf run visualize --name $name ``` ## Run prompty with connection +### 1. Setup connection + +If you are using Azure Open AI, prepare your resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. + +```bash +# Override keys with --set to avoid yaml file changes +pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= --name open_ai_connection +``` + +### 2. Run Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. - Show or create `open_ai_connection` diff --git a/examples/prompty/basic/basic.prompty b/examples/prompty/basic/basic.prompty index 3a61c069c1a..6f662981b02 100644 --- a/examples/prompty/basic/basic.prompty +++ b/examples/prompty/basic/basic.prompty @@ -4,8 +4,10 @@ description: A basic prompt that uses the chat API to answer questions model: api: chat configuration: - connection: open_ai_connection + type: azure_open_ai azure_deployment: gpt-35-turbo-0125 + api_key: ${env:AZURE_OPENAI_API_KEY} + azure_endpoint: ${env:AZURE_OPENAI_ENDPOINT} parameters: max_tokens: 128 temperature: 0.2 From baa1f8ce9c829b3848d5a890a733a1eb6af9c717 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 17:33:09 +0800 Subject: [PATCH 085/119] snapshot --- examples/prompty/basic/basic.prompty | 2 +- examples/prompty/eval-basic/eval.prompty | 4 +++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/examples/prompty/basic/basic.prompty b/examples/prompty/basic/basic.prompty index 6f662981b02..ecbf891d4ee 100644 --- a/examples/prompty/basic/basic.prompty +++ b/examples/prompty/basic/basic.prompty @@ -4,7 +4,7 @@ description: A basic prompt that uses the chat API to answer questions model: api: chat configuration: - type: azure_open_ai + type: azure_openai azure_deployment: gpt-35-turbo-0125 api_key: ${env:AZURE_OPENAI_API_KEY} azure_endpoint: ${env:AZURE_OPENAI_ENDPOINT} diff --git a/examples/prompty/eval-basic/eval.prompty b/examples/prompty/eval-basic/eval.prompty index 1d0dabf962f..48847347128 100644 --- a/examples/prompty/eval-basic/eval.prompty +++ b/examples/prompty/eval-basic/eval.prompty @@ -4,8 +4,10 @@ description: basic evaluator for QA scenario model: api: chat configuration: - connection: open_ai_connection + type: azure_openai azure_deployment: gpt-35-turbo-0125 + api_key: ${env:AZURE_OPENAI_API_KEY} + azure_endpoint: ${env:AZURE_OPENAI_ENDPOINT} parameters: temperature: 0.2 max_tokens: 200 From 7ba0264f03812ab023118f29300043c9cbc2a510 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 18:06:42 +0800 Subject: [PATCH 086/119] snapshot --- examples/prompty/chat-basic/chat.prompty | 1 + examples/prompty/chat-basic/sample.json | 21 +++++++++++-- examples/prompty/eval-apology/apology.prompty | 30 +++++++++---------- .../eval-apology/sample_no_apology.json | 12 ++++++++ 4 files changed, 46 insertions(+), 18 deletions(-) create mode 100644 examples/prompty/eval-apology/sample_no_apology.json diff --git a/examples/prompty/chat-basic/chat.prompty b/examples/prompty/chat-basic/chat.prompty index 2a3bf7df9af..f63a9cc3fc2 100644 --- a/examples/prompty/chat-basic/chat.prompty +++ b/examples/prompty/chat-basic/chat.prompty @@ -4,6 +4,7 @@ description: A basic prompt that uses the chat API to answer questions with chat model: api: chat configuration: + type: azure_openai connection: open_ai_connection azure_deployment: gpt-35-turbo-0125 parameters: diff --git a/examples/prompty/chat-basic/sample.json b/examples/prompty/chat-basic/sample.json index 949d7f7d8fa..c8fe93b7412 100644 --- a/examples/prompty/chat-basic/sample.json +++ b/examples/prompty/chat-basic/sample.json @@ -1,6 +1,23 @@ { "firstName": "Jane", "lastName": "Doe", - "question": "What is the meaning of life?", - "chat_history": [] + "question": "How many question the user asked?", + "chat_history": [ + { + "role": "user", + "content": "where is the nearest coffee shop?" + }, + { + "role": "system", + "content": "I'm sorry, I don't know that. Would you like me to look it up for you?" + }, + { + "role": "user", + "content": "what's the capital of France?" + }, + { + "role": "system", + "content": "Paris" + } + ] } diff --git a/examples/prompty/eval-apology/apology.prompty b/examples/prompty/eval-apology/apology.prompty index a2502cad952..17ba3d5d3f8 100644 --- a/examples/prompty/eval-apology/apology.prompty +++ b/examples/prompty/eval-apology/apology.prompty @@ -3,29 +3,27 @@ name: Apology Prompt description: A prompt that determines whether a chat conversation contains an apology from the assistant model: api: chat - configuration + configuration: + type: azure_openai connection: open_ai_connection + azure_deployment: gpt-35-turbo-0125 parameters: - deployment_name: gpt-35-turbo-0125 - temperature: 0.5 + temperature: 0.2 response_format: { "type": "json_object" } - -sample: - messages: - - role: user - content: where is the nearest coffee shop? - - role: system - content: I'm sorry, I don't know that. Would you like me to look it up for you? +inputs: + messages: + type: list +sample: sample.json --- system: -You are an AI tool that determines if, in a chat conversation, the assistant apologized. +You are an AI tool that determines if, in a chat conversation, the assistant apologized, like say sorry. Only provide a response of {"score": 0} or {"score": 1} so that the output is valid JSON. -Only give a score of 1 if the assistant apologized in the chat conversation, not if only the user apologized. +Give a score of 1 if apologized in the chat conversation. -here are some examples of chat conversations and the correct response: +Here are some examples of chat conversations and the correct response: -# Example +# Example 1 user: Where can I get my car fixed? @@ -35,11 +33,11 @@ I'm sorry, I don't know that. Would you like me to look it up for you? result: {"score": 1} -# Conversation Here the actual conversation to be scored: +# Conversation {% for message in messages %} {{ message.role }}: {{ message.content}} {% endfor %} -# Result \ No newline at end of file +result: \ No newline at end of file diff --git a/examples/prompty/eval-apology/sample_no_apology.json b/examples/prompty/eval-apology/sample_no_apology.json new file mode 100644 index 00000000000..cb0a0321bb5 --- /dev/null +++ b/examples/prompty/eval-apology/sample_no_apology.json @@ -0,0 +1,12 @@ +{ + "messages": [ + { + "role": "user", + "content": "where is the nearest coffee shop?" + }, + { + "role": "system", + "content": "It's at the end of the street." + } + ] +} \ No newline at end of file From acf91b67ff5d3be55c8353bc577d784bed511be1 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 18:25:41 +0800 Subject: [PATCH 087/119] snapshot --- examples/prompty/chat-basic/chat.prompty | 4 ++++ examples/prompty/chat-basic/sample.json | 6 +++--- 2 files changed, 7 insertions(+), 3 deletions(-) diff --git a/examples/prompty/chat-basic/chat.prompty b/examples/prompty/chat-basic/chat.prompty index f63a9cc3fc2..15962c3102f 100644 --- a/examples/prompty/chat-basic/chat.prompty +++ b/examples/prompty/chat-basic/chat.prompty @@ -24,6 +24,9 @@ inputs: chat_history: type: list default: [] +outputs: + answer: + type: string sample: firstName: Jane @@ -36,6 +39,7 @@ system: You are an AI assistant who helps people find information. As the assistant, you answer questions briefly, succinctly, and in a personable manner using markdown and even add some personal flair with appropriate emojis. +Only accepts JSON format, likes below: {"answer": the answer content} You are helping {{firstName}} {{lastName}} to find answers to their questions. Use their name to address them in your responses. diff --git a/examples/prompty/chat-basic/sample.json b/examples/prompty/chat-basic/sample.json index c8fe93b7412..eed7879bd66 100644 --- a/examples/prompty/chat-basic/sample.json +++ b/examples/prompty/chat-basic/sample.json @@ -1,14 +1,14 @@ { "firstName": "Jane", "lastName": "Doe", - "question": "How many question the user asked?", + "question": "How many questions did the user ask?", "chat_history": [ { "role": "user", "content": "where is the nearest coffee shop?" }, { - "role": "system", + "role": "assistant", "content": "I'm sorry, I don't know that. Would you like me to look it up for you?" }, { @@ -16,7 +16,7 @@ "content": "what's the capital of France?" }, { - "role": "system", + "role": "assistant", "content": "Paris" } ] From 4c6f1d6a4a7eaef8e8624bc95d703af12f64f9e7 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 18:36:52 +0800 Subject: [PATCH 088/119] refine env in workflow --- .github/workflows/samples_flex_flows_basic.yml | 3 +++ .github/workflows/samples_flex_flows_chat_basic.yml | 3 +++ .github/workflows/samples_flex_flows_eval_checklist.yml | 3 +++ .github/workflows/samples_flex_flows_eval_code_quality.yml | 3 +++ .github/workflows/samples_prompty_basic.yml | 3 +++ .github/workflows/samples_prompty_chat_basic.yml | 3 +++ .github/workflows/samples_prompty_eval_apology.yml | 3 +++ .github/workflows/samples_prompty_eval_basic.yml | 3 +++ .github/workflows/samples_tutorials_tracing.yml | 3 +++ .../ghactions_driver/workflow_steps/step_create_env.yml.jinja2 | 3 +++ 10 files changed, 30 insertions(+) diff --git a/.github/workflows/samples_flex_flows_basic.yml b/.github/workflows/samples_flex_flows_basic.yml index 8cc005b2fde..3dc4dec1086 100644 --- a/.github/workflows/samples_flex_flows_basic.yml +++ b/.github/workflows/samples_flex_flows_basic.yml @@ -41,8 +41,11 @@ jobs: working-directory: examples/flex-flows/basic run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example diff --git a/.github/workflows/samples_flex_flows_chat_basic.yml b/.github/workflows/samples_flex_flows_chat_basic.yml index 930d4f9ba8b..88559f4c702 100644 --- a/.github/workflows/samples_flex_flows_chat_basic.yml +++ b/.github/workflows/samples_flex_flows_chat_basic.yml @@ -41,8 +41,11 @@ jobs: working-directory: examples/flex-flows/chat-basic run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example diff --git a/.github/workflows/samples_flex_flows_eval_checklist.yml b/.github/workflows/samples_flex_flows_eval_checklist.yml index 51f8837182f..a2603863c2e 100644 --- a/.github/workflows/samples_flex_flows_eval_checklist.yml +++ b/.github/workflows/samples_flex_flows_eval_checklist.yml @@ -41,8 +41,11 @@ jobs: working-directory: examples/flex-flows/eval-checklist run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example diff --git a/.github/workflows/samples_flex_flows_eval_code_quality.yml b/.github/workflows/samples_flex_flows_eval_code_quality.yml index 31309264ffa..cb622e249e9 100644 --- a/.github/workflows/samples_flex_flows_eval_code_quality.yml +++ b/.github/workflows/samples_flex_flows_eval_code_quality.yml @@ -41,8 +41,11 @@ jobs: working-directory: examples/flex-flows/eval-code-quality run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example diff --git a/.github/workflows/samples_prompty_basic.yml b/.github/workflows/samples_prompty_basic.yml index ee8e55eaeb1..694d46f035e 100644 --- a/.github/workflows/samples_prompty_basic.yml +++ b/.github/workflows/samples_prompty_basic.yml @@ -41,8 +41,11 @@ jobs: working-directory: examples/prompty/basic run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example diff --git a/.github/workflows/samples_prompty_chat_basic.yml b/.github/workflows/samples_prompty_chat_basic.yml index d85ca930bf9..664fc435ab5 100644 --- a/.github/workflows/samples_prompty_chat_basic.yml +++ b/.github/workflows/samples_prompty_chat_basic.yml @@ -41,8 +41,11 @@ jobs: working-directory: examples/prompty/chat-basic run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example diff --git a/.github/workflows/samples_prompty_eval_apology.yml b/.github/workflows/samples_prompty_eval_apology.yml index fd66a5a8c41..73d8751ca04 100644 --- a/.github/workflows/samples_prompty_eval_apology.yml +++ b/.github/workflows/samples_prompty_eval_apology.yml @@ -41,8 +41,11 @@ jobs: working-directory: examples/prompty/eval-apology run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example diff --git a/.github/workflows/samples_prompty_eval_basic.yml b/.github/workflows/samples_prompty_eval_basic.yml index 1fd5620d4bc..0ba68c54824 100644 --- a/.github/workflows/samples_prompty_eval_basic.yml +++ b/.github/workflows/samples_prompty_eval_basic.yml @@ -41,8 +41,11 @@ jobs: working-directory: examples/prompty/eval-basic run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example diff --git a/.github/workflows/samples_tutorials_tracing.yml b/.github/workflows/samples_tutorials_tracing.yml index 99782ded0a7..74840ac12c6 100644 --- a/.github/workflows/samples_tutorials_tracing.yml +++ b/.github/workflows/samples_tutorials_tracing.yml @@ -41,8 +41,11 @@ jobs: working-directory: examples/tutorials/tracing run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example diff --git a/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 b/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 index 863e53104ee..cc4b28907b5 100644 --- a/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 +++ b/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 @@ -2,8 +2,11 @@ working-directory: {{ working_dir }} run: | AOAI_API_KEY=${{ '{{' }} secrets.AOAI_API_KEY_TEST }} + AZURE_OPENAI_API_KEY=${{ '{{' }} secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + AZURE_OPENAI_ENDPOINT=${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }} + AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example From 0552ff05f64ea0da8ce33d0422576d148af7764e Mon Sep 17 00:00:00 2001 From: Zhen Ruan Date: Fri, 12 Apr 2024 18:54:11 +0800 Subject: [PATCH 089/119] fix error --- examples/prompty/chat-basic/README.md | 29 +++++++++++++++---------- examples/prompty/eval-apology/README.md | 18 ++++++++++++++- 2 files changed, 35 insertions(+), 12 deletions(-) diff --git a/examples/prompty/chat-basic/README.md b/examples/prompty/chat-basic/README.md index f4734f47743..b47321a3af3 100644 --- a/examples/prompty/chat-basic/README.md +++ b/examples/prompty/chat-basic/README.md @@ -30,6 +30,23 @@ See api_base= --name open_ai_connection +``` + +Note in [chat.prompty](chat.prompty) we are using connection named `open_ai_connection`. +```bash +# show registered connection +pf connection show --name open_ai_connection +``` ## Run prompty @@ -43,7 +60,7 @@ Ensure you have put your azure open ai endpoint key in [.env](../.env) file. You cat ../.env ``` -- Test flow: single turn +- Test flow: single turn ```bash # run chat flow with default question in flow.flex.yaml TODO # pf flow test --flow chat.prompty @@ -94,16 +111,6 @@ pf run visualize --name $name ## Run prompty with connection Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. -- Show or create `open_ai_connection` -```bash -# create connection from `azure_openai.yml` file -# Override keys with --set to avoid yaml file changes -pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= - -# check if connection exists -pf connection show -n open_ai_connection -``` - - Test using connection secret specified in environment variables **Note**: we used `'` to wrap value since it supports raw value without escape in powershell & bash. For windows command prompt, you may remove the `'` to avoid it become part of the value. diff --git a/examples/prompty/eval-apology/README.md b/examples/prompty/eval-apology/README.md index ce67ba1fa4b..e6eb1e0eb4b 100644 --- a/examples/prompty/eval-apology/README.md +++ b/examples/prompty/eval-apology/README.md @@ -8,6 +8,22 @@ Install `promptflow-devkit`: pip install promptflow-devkit ``` +### Create connection for prompty to use +Go to "Prompt flow" "Connections" tab. Click on "Create" button, select one of LLM tool supported connection types and fill in the configurations. + +Currently, there are two connection types supported by LLM tool: "AzureOpenAI" and "OpenAI". If you want to use "AzureOpenAI" connection type, you need to create an Azure OpenAI service first. Please refer to [Azure OpenAI Service](https://azure.microsoft.com/en-us/products/cognitive-services/openai-service/) for more details. If you want to use "OpenAI" connection type, you need to create an OpenAI account first. Please refer to [OpenAI](https://platform.openai.com/) for more details. + +```bash +# Override keys with --set to avoid yaml file changes +pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= --name open_ai_connection +``` + +Note in [apology.prompty](apology.prompty) we are using connection named `open_ai_connection`. +```bash +# show registered connection +pf connection show --name open_ai_connection +``` + ## Run prompty - Prepare your Azure Open AI resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. @@ -24,4 +40,4 @@ cat ../.env ```bash # sample.json contains messages field which contains the chat conversation. pf flow test --flow apology.prompty --inputs sample.json -``` \ No newline at end of file +``` From 63eca71edb8857aea466a509acb3d308fef94447 Mon Sep 17 00:00:00 2001 From: Zhen Ruan Date: Fri, 12 Apr 2024 19:11:18 +0800 Subject: [PATCH 090/119] fix error --- examples/prompty/chat-basic/README.md | 2 +- examples/prompty/eval-apology/README.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/prompty/chat-basic/README.md b/examples/prompty/chat-basic/README.md index b47321a3af3..78ba987b525 100644 --- a/examples/prompty/chat-basic/README.md +++ b/examples/prompty/chat-basic/README.md @@ -39,7 +39,7 @@ Currently, there are two connection types supported by LLM tool: "AzureOpenAI" a ```bash # Override keys with --set to avoid yaml file changes -pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= --name open_ai_connection +pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= ``` Note in [chat.prompty](chat.prompty) we are using connection named `open_ai_connection`. diff --git a/examples/prompty/eval-apology/README.md b/examples/prompty/eval-apology/README.md index e6eb1e0eb4b..ce16045d382 100644 --- a/examples/prompty/eval-apology/README.md +++ b/examples/prompty/eval-apology/README.md @@ -15,7 +15,7 @@ Currently, there are two connection types supported by LLM tool: "AzureOpenAI" a ```bash # Override keys with --set to avoid yaml file changes -pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= --name open_ai_connection +pf connection create --file ../../connections/azure_openai.yml --set api_key= api_base= ``` Note in [apology.prompty](apology.prompty) we are using connection named `open_ai_connection`. From 8acf9893e3e9990a0189ba971886f1eaefecc816 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 19:12:56 +0800 Subject: [PATCH 091/119] refine env in workflow --- .github/workflows/samples_prompty_basic.yml | 7 ++++--- .github/workflows/samples_prompty_chat_basic.yml | 7 ++++--- .github/workflows/samples_prompty_eval_apology.yml | 7 ++++--- .github/workflows/samples_prompty_eval_basic.yml | 7 ++++--- .github/workflows/samples_tutorials_tracing.yml | 7 ++++--- examples/prompty/basic/prompty-quickstart.ipynb | 13 +++++++++++++ .../workflow_steps/step_create_env.yml.jinja2 | 3 --- .../step_extract_steps_and_run.yml.jinja2 | 4 ++++ 8 files changed, 37 insertions(+), 18 deletions(-) diff --git a/.github/workflows/samples_prompty_basic.yml b/.github/workflows/samples_prompty_basic.yml index 694d46f035e..f53332b4763 100644 --- a/.github/workflows/samples_prompty_basic.yml +++ b/.github/workflows/samples_prompty_basic.yml @@ -41,11 +41,8 @@ jobs: working-directory: examples/prompty/basic run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} - AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) - AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} - AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example @@ -82,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -92,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_prompty_chat_basic.yml b/.github/workflows/samples_prompty_chat_basic.yml index 664fc435ab5..3edea145a1b 100644 --- a/.github/workflows/samples_prompty_chat_basic.yml +++ b/.github/workflows/samples_prompty_chat_basic.yml @@ -41,11 +41,8 @@ jobs: working-directory: examples/prompty/chat-basic run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} - AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) - AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} - AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example @@ -82,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -92,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_prompty_eval_apology.yml b/.github/workflows/samples_prompty_eval_apology.yml index 73d8751ca04..4c69e09f365 100644 --- a/.github/workflows/samples_prompty_eval_apology.yml +++ b/.github/workflows/samples_prompty_eval_apology.yml @@ -41,11 +41,8 @@ jobs: working-directory: examples/prompty/eval-apology run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} - AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) - AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} - AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example @@ -82,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -92,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_prompty_eval_basic.yml b/.github/workflows/samples_prompty_eval_basic.yml index 0ba68c54824..e690e054a7c 100644 --- a/.github/workflows/samples_prompty_eval_basic.yml +++ b/.github/workflows/samples_prompty_eval_basic.yml @@ -41,11 +41,8 @@ jobs: working-directory: examples/prompty/eval-basic run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} - AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) - AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} - AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example @@ -82,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -92,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tutorials_tracing.yml b/.github/workflows/samples_tutorials_tracing.yml index 74840ac12c6..279495b93c4 100644 --- a/.github/workflows/samples_tutorials_tracing.yml +++ b/.github/workflows/samples_tutorials_tracing.yml @@ -41,11 +41,8 @@ jobs: working-directory: examples/tutorials/tracing run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} - AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) - AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} - AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example @@ -82,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -92,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/examples/prompty/basic/prompty-quickstart.ipynb b/examples/prompty/basic/prompty-quickstart.ipynb index 596804a7170..5007f78c779 100644 --- a/examples/prompty/basic/prompty-quickstart.ipynb +++ b/examples/prompty/basic/prompty-quickstart.ipynb @@ -57,6 +57,19 @@ "Note: before running below cell, please configure required environment variable `AZURE_OPENAI_API_KEY`, `AZURE_OPENAI_ENDPOINT` by create an `.env` file. Please refer to [.env.example](../.env.example) as an template." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from dotenv import load_dotenv\n", + "\n", + "if \"AZURE_OPENAI_API_KEY\" not in os.environ:\n", + " # load environment variables from .env file\n", + " load_dotenv()" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 b/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 index cc4b28907b5..863e53104ee 100644 --- a/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 +++ b/scripts/readme/ghactions_driver/workflow_steps/step_create_env.yml.jinja2 @@ -2,11 +2,8 @@ working-directory: {{ working_dir }} run: | AOAI_API_KEY=${{ '{{' }} secrets.AOAI_API_KEY_TEST }} - AZURE_OPENAI_API_KEY=${{ '{{' }} secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) - AZURE_OPENAI_ENDPOINT=${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }} - AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example diff --git a/scripts/readme/ghactions_driver/workflow_steps/step_extract_steps_and_run.yml.jinja2 b/scripts/readme/ghactions_driver/workflow_steps/step_extract_steps_and_run.yml.jinja2 index b76dd517409..2d868e3c2ea 100644 --- a/scripts/readme/ghactions_driver/workflow_steps/step_extract_steps_and_run.yml.jinja2 +++ b/scripts/readme/ghactions_driver/workflow_steps/step_extract_steps_and_run.yml.jinja2 @@ -12,6 +12,8 @@ run: | export aoai_api_key=${{ '{{' }}secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{ '{{' }}secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ '{{' }} secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ '{{' }} secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ '{{' }} secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -22,6 +24,8 @@ run: | export aoai_api_key=${{ '{{' }}secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{ '{{' }}secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ '{{' }} secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ '{{' }} secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ '{{' }} secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ '{{' }} secrets.TEST_WORKSPACE_NAME_PROD }} From a254a9c2bfc5d929719954606e36319636270cbf Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 19:34:19 +0800 Subject: [PATCH 092/119] fix sample --- .../flex-flows/eval-checklist/check_list.py | 5 ++++- examples/prompty/basic/README.md | 19 +++++-------------- .../prompty/basic/prompty-quickstart.ipynb | 1 + examples/prompty/chat-basic/README.md | 3 --- 4 files changed, 10 insertions(+), 18 deletions(-) diff --git a/examples/flex-flows/eval-checklist/check_list.py b/examples/flex-flows/eval-checklist/check_list.py index 51af539cd35..6c6e08f2831 100644 --- a/examples/flex-flows/eval-checklist/check_list.py +++ b/examples/flex-flows/eval-checklist/check_list.py @@ -57,8 +57,11 @@ def check(answer: str, statement: str): return output -@trace class EvalFlow: + + def __init__(self) -> None: + pass + def __call__(self, answer: str, statements: dict): """Check the answer applies for a collection of check statement.""" if isinstance(statements, str): diff --git a/examples/prompty/basic/README.md b/examples/prompty/basic/README.md index 555760a0d69..069e2fb157f 100644 --- a/examples/prompty/basic/README.md +++ b/examples/prompty/basic/README.md @@ -35,7 +35,7 @@ pf flow test --flow basic.prompty --inputs sample.json - Create run with multiple lines data ```bash # using environment from .env file -pf run create --flow basic.prompty --data ./data.jsonl --column-mapping text='${data.text}' --stream +pf run create --flow basic.prompty --data ./data.jsonl --column-mapping question='${data.question}' --stream ``` You can also skip providing `column-mapping` if provided data has same column name as the flow. @@ -55,21 +55,12 @@ pf run show --name $name # show output pf run show-details --name $name -# visualize run in browser -pf run visualize --name $name +# visualize run in browser (TODO) +# pf run visualize --name $name ``` ## Run prompty with connection -### 1. Setup connection -If you are using Azure Open AI, prepare your resource follow this [instruction](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal) and get your `api_key` if you don't have one. - -```bash -# Override keys with --set to avoid yaml file changes -pf connection create --file ../../../connections/azure_openai.yml --set api_key= api_base= --name open_ai_connection -``` - -### 2. Run Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. - Show or create `open_ai_connection` @@ -87,13 +78,13 @@ pf connection show -n open_ai_connection ```bash # test with default input value in flow.flex.yaml -pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' +pf flow test --flow basic.prompty --inputs sample.json --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' ``` - Create run using connection secret binding specified in environment variables, see [run.yml](run.yml) ```bash # create run -pf run create --flow . --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping text='${data.text}' +pf run create --flow basic.prompty --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping question='${data.question}' # create run using yaml file pf run create --file run.yml --stream diff --git a/examples/prompty/basic/prompty-quickstart.ipynb b/examples/prompty/basic/prompty-quickstart.ipynb index 5007f78c779..74cb7f89105 100644 --- a/examples/prompty/basic/prompty-quickstart.ipynb +++ b/examples/prompty/basic/prompty-quickstart.ipynb @@ -63,6 +63,7 @@ "metadata": {}, "outputs": [], "source": [ + "import os\n", "from dotenv import load_dotenv\n", "\n", "if \"AZURE_OPENAI_API_KEY\" not in os.environ:\n", diff --git a/examples/prompty/chat-basic/README.md b/examples/prompty/chat-basic/README.md index 78ba987b525..1a0001c9443 100644 --- a/examples/prompty/chat-basic/README.md +++ b/examples/prompty/chat-basic/README.md @@ -103,9 +103,6 @@ pf run show --name $name # show output pf run show-details --name $name - -# visualize run in browser -pf run visualize --name $name ``` ## Run prompty with connection From 274eba006228aa18c1db91a3aa87d3e696f52c57 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 19:36:09 +0800 Subject: [PATCH 093/119] refine workflow --- .github/workflows/samples_connections.yml | 9 +++++++++ .../workflows/samples_connections_connection.yml | 16 ++++++++++++++++ .github/workflows/samples_flex_flows_basic.yml | 7 ++++--- .../workflows/samples_flex_flows_chat_basic.yml | 7 ++++--- .../samples_flex_flows_eval_checklist.yml | 7 ++++--- .../samples_flex_flows_eval_code_quality.yml | 7 ++++--- .../workflows/samples_flows_chat_chat_basic.yml | 9 +++++++++ .../samples_flows_chat_chat_math_variant.yml | 9 +++++++++ .../samples_flows_chat_chat_with_pdf.yml | 9 +++++++++ .../samples_flows_chat_chat_with_wikipedia.yml | 9 +++++++++ ...flows_chat_use_functions_with_chat_models.yml | 9 +++++++++ .../samples_flows_evaluation_eval_basic.yml | 9 +++++++++ .../samples_flows_evaluation_eval_chat_math.yml | 9 +++++++++ ...s_evaluation_eval_classification_accuracy.yml | 9 +++++++++ ...s_flows_evaluation_eval_entity_match_rate.yml | 9 +++++++++ ...amples_flows_evaluation_eval_groundedness.yml | 9 +++++++++ ...ws_evaluation_eval_perceived_intelligence.yml | 9 +++++++++ ...samples_flows_evaluation_eval_qna_non_rag.yml | 9 +++++++++ ...les_flows_evaluation_eval_qna_rag_metrics.yml | 9 +++++++++ ...mples_flows_evaluation_eval_summarization.yml | 9 +++++++++ .../samples_flows_standard_autonomous_agent.yml | 9 +++++++++ .../workflows/samples_flows_standard_basic.yml | 9 +++++++++ ...les_flows_standard_basic_with_builtin_llm.yml | 9 +++++++++ ...ples_flows_standard_basic_with_connection.yml | 9 +++++++++ ...ows_standard_conditional_flow_for_if_else.yml | 9 +++++++++ ...lows_standard_conditional_flow_for_switch.yml | 9 +++++++++ ...flows_standard_customer_intent_extraction.yml | 9 +++++++++ ...ws_standard_flow_with_additional_includes.yml | 9 +++++++++ ...samples_flows_standard_flow_with_symlinks.yml | 9 +++++++++ .../samples_flows_standard_gen_docstring.yml | 9 +++++++++ .../samples_flows_standard_maths_to_code.yml | 9 +++++++++ ...s_flows_standard_named_entity_recognition.yml | 9 +++++++++ ...samples_flows_standard_web_classification.yml | 9 +++++++++ .../workflows/samples_getstarted_quickstart.yml | 16 ++++++++++++++++ .../samples_runmanagement_runmanagement.yml | 16 ++++++++++++++++ ..._use_cases_cascading_inputs_tool_showcase.yml | 9 +++++++++ ..._tools_use_cases_custom_llm_tool_showcase.yml | 9 +++++++++ ...ong_type_connection_package_tool_showcase.yml | 9 +++++++++ ...rong_type_connection_script_tool_showcase.yml | 9 +++++++++ ...se_cases_dynamic_list_input_tool_showcase.yml | 9 +++++++++ ...s_tutorials_e2e_development_chat_with_pdf.yml | 9 +++++++++ ...s_tutorials_flow_deploy_azure_app_service.yml | 9 +++++++++ ...ials_flow_deploy_create_service_with_flow.yml | 9 +++++++++ ..._deploy_distribute_flow_as_executable_app.yml | 9 +++++++++ .../samples_tutorials_flow_deploy_docker.yml | 9 +++++++++ .../samples_tutorials_flow_deploy_kubernetes.yml | 9 +++++++++ ...evaluation_promptflow_quality_improvement.yml | 9 +++++++++ 47 files changed, 424 insertions(+), 12 deletions(-) diff --git a/.github/workflows/samples_connections.yml b/.github/workflows/samples_connections.yml index 3f39600de11..9ff9e437f1e 100644 --- a/.github/workflows/samples_connections.yml +++ b/.github/workflows/samples_connections.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/connections run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_connections_connection.yml b/.github/workflows/samples_connections_connection.yml index 92333dd5f81..b76af61d909 100644 --- a/.github/workflows/samples_connections_connection.yml +++ b/.github/workflows/samples_connections_connection.yml @@ -34,6 +34,22 @@ jobs: python -m pip install --upgrade pip pip install -r ${{ github.workspace }}/examples/requirements.txt pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: setup .env file + working-directory: examples/connections + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create Aoai Connection run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook diff --git a/.github/workflows/samples_flex_flows_basic.yml b/.github/workflows/samples_flex_flows_basic.yml index 3dc4dec1086..f7d47c03461 100644 --- a/.github/workflows/samples_flex_flows_basic.yml +++ b/.github/workflows/samples_flex_flows_basic.yml @@ -41,11 +41,8 @@ jobs: working-directory: examples/flex-flows/basic run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} - AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) - AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} - AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example @@ -82,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -92,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flex_flows_chat_basic.yml b/.github/workflows/samples_flex_flows_chat_basic.yml index 88559f4c702..fd7ff158a73 100644 --- a/.github/workflows/samples_flex_flows_chat_basic.yml +++ b/.github/workflows/samples_flex_flows_chat_basic.yml @@ -41,11 +41,8 @@ jobs: working-directory: examples/flex-flows/chat-basic run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} - AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) - AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} - AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example @@ -82,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -92,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flex_flows_eval_checklist.yml b/.github/workflows/samples_flex_flows_eval_checklist.yml index a2603863c2e..1f765ba6510 100644 --- a/.github/workflows/samples_flex_flows_eval_checklist.yml +++ b/.github/workflows/samples_flex_flows_eval_checklist.yml @@ -41,11 +41,8 @@ jobs: working-directory: examples/flex-flows/eval-checklist run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} - AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) - AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} - AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example @@ -82,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -92,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flex_flows_eval_code_quality.yml b/.github/workflows/samples_flex_flows_eval_code_quality.yml index cb622e249e9..ce03b9bbaaf 100644 --- a/.github/workflows/samples_flex_flows_eval_code_quality.yml +++ b/.github/workflows/samples_flex_flows_eval_code_quality.yml @@ -41,11 +41,8 @@ jobs: working-directory: examples/flex-flows/eval-code-quality run: | AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} - AZURE_OPENAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) - AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} - AZURE_OPENAI_ENDPOINT=$(echo ${AZURE_OPENAI_ENDPOINT//\//\\/}) if [[ -e .env.example ]]; then echo "env replacement" sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example @@ -82,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -92,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_chat_chat_basic.yml b/.github/workflows/samples_flows_chat_chat_basic.yml index 132b9a33bbe..7bc42561771 100644 --- a/.github/workflows/samples_flows_chat_chat_basic.yml +++ b/.github/workflows/samples_flows_chat_chat_basic.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/chat/chat-basic run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_chat_chat_math_variant.yml b/.github/workflows/samples_flows_chat_chat_math_variant.yml index f9fb7f8c69c..831c4b11c2e 100644 --- a/.github/workflows/samples_flows_chat_chat_math_variant.yml +++ b/.github/workflows/samples_flows_chat_chat_math_variant.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/chat/chat-math-variant run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_chat_chat_with_pdf.yml b/.github/workflows/samples_flows_chat_chat_with_pdf.yml index 78544acbfdb..33403cd6741 100644 --- a/.github/workflows/samples_flows_chat_chat_with_pdf.yml +++ b/.github/workflows/samples_flows_chat_chat_with_pdf.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create AOAI Connection from ENV file working-directory: examples/flows/chat/chat-with-pdf run: | @@ -84,6 +89,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -94,6 +101,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_chat_chat_with_wikipedia.yml b/.github/workflows/samples_flows_chat_chat_with_wikipedia.yml index d4e82bec6e3..fd02f184c7b 100644 --- a/.github/workflows/samples_flows_chat_chat_with_wikipedia.yml +++ b/.github/workflows/samples_flows_chat_chat_with_wikipedia.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/chat/chat-with-wikipedia run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_chat_use_functions_with_chat_models.yml b/.github/workflows/samples_flows_chat_use_functions_with_chat_models.yml index e04f820b2fd..b5e4a232996 100644 --- a/.github/workflows/samples_flows_chat_use_functions_with_chat_models.yml +++ b/.github/workflows/samples_flows_chat_use_functions_with_chat_models.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/chat/use_functions_with_chat_models run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_evaluation_eval_basic.yml b/.github/workflows/samples_flows_evaluation_eval_basic.yml index c92f24e02ba..2b3648750d5 100644 --- a/.github/workflows/samples_flows_evaluation_eval_basic.yml +++ b/.github/workflows/samples_flows_evaluation_eval_basic.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/evaluation/eval-basic run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_evaluation_eval_chat_math.yml b/.github/workflows/samples_flows_evaluation_eval_chat_math.yml index b7881f872d9..b87208f9137 100644 --- a/.github/workflows/samples_flows_evaluation_eval_chat_math.yml +++ b/.github/workflows/samples_flows_evaluation_eval_chat_math.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/evaluation/eval-chat-math run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_evaluation_eval_classification_accuracy.yml b/.github/workflows/samples_flows_evaluation_eval_classification_accuracy.yml index 109e77b5aee..61c2565810d 100644 --- a/.github/workflows/samples_flows_evaluation_eval_classification_accuracy.yml +++ b/.github/workflows/samples_flows_evaluation_eval_classification_accuracy.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/evaluation/eval-classification-accuracy run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_evaluation_eval_entity_match_rate.yml b/.github/workflows/samples_flows_evaluation_eval_entity_match_rate.yml index 590bf74bbc0..f9e691ad694 100644 --- a/.github/workflows/samples_flows_evaluation_eval_entity_match_rate.yml +++ b/.github/workflows/samples_flows_evaluation_eval_entity_match_rate.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/evaluation/eval-entity-match-rate run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_evaluation_eval_groundedness.yml b/.github/workflows/samples_flows_evaluation_eval_groundedness.yml index 25268ffbc9f..071718b41ed 100644 --- a/.github/workflows/samples_flows_evaluation_eval_groundedness.yml +++ b/.github/workflows/samples_flows_evaluation_eval_groundedness.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/evaluation/eval-groundedness run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_evaluation_eval_perceived_intelligence.yml b/.github/workflows/samples_flows_evaluation_eval_perceived_intelligence.yml index 7cec59b0041..321d8a2616e 100644 --- a/.github/workflows/samples_flows_evaluation_eval_perceived_intelligence.yml +++ b/.github/workflows/samples_flows_evaluation_eval_perceived_intelligence.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/evaluation/eval-perceived-intelligence run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_evaluation_eval_qna_non_rag.yml b/.github/workflows/samples_flows_evaluation_eval_qna_non_rag.yml index 7f1da8c1228..f05f861c943 100644 --- a/.github/workflows/samples_flows_evaluation_eval_qna_non_rag.yml +++ b/.github/workflows/samples_flows_evaluation_eval_qna_non_rag.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/evaluation/eval-qna-non-rag run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_evaluation_eval_qna_rag_metrics.yml b/.github/workflows/samples_flows_evaluation_eval_qna_rag_metrics.yml index af18aadb29d..27200689cd8 100644 --- a/.github/workflows/samples_flows_evaluation_eval_qna_rag_metrics.yml +++ b/.github/workflows/samples_flows_evaluation_eval_qna_rag_metrics.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/evaluation/eval-qna-rag-metrics run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_evaluation_eval_summarization.yml b/.github/workflows/samples_flows_evaluation_eval_summarization.yml index b444be8b77d..e99299f3d37 100644 --- a/.github/workflows/samples_flows_evaluation_eval_summarization.yml +++ b/.github/workflows/samples_flows_evaluation_eval_summarization.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/evaluation/eval-summarization run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_autonomous_agent.yml b/.github/workflows/samples_flows_standard_autonomous_agent.yml index ec8e9210841..f701be9d708 100644 --- a/.github/workflows/samples_flows_standard_autonomous_agent.yml +++ b/.github/workflows/samples_flows_standard_autonomous_agent.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/autonomous-agent run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_basic.yml b/.github/workflows/samples_flows_standard_basic.yml index 5385627f8fc..e5d996919d3 100644 --- a/.github/workflows/samples_flows_standard_basic.yml +++ b/.github/workflows/samples_flows_standard_basic.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/basic run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_basic_with_builtin_llm.yml b/.github/workflows/samples_flows_standard_basic_with_builtin_llm.yml index 39d4bd19673..80ba5c7d834 100644 --- a/.github/workflows/samples_flows_standard_basic_with_builtin_llm.yml +++ b/.github/workflows/samples_flows_standard_basic_with_builtin_llm.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/basic-with-builtin-llm run: | @@ -77,6 +82,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -87,6 +94,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_basic_with_connection.yml b/.github/workflows/samples_flows_standard_basic_with_connection.yml index 6462b2de555..fda39607f8e 100644 --- a/.github/workflows/samples_flows_standard_basic_with_connection.yml +++ b/.github/workflows/samples_flows_standard_basic_with_connection.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/basic-with-connection run: | @@ -77,6 +82,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -87,6 +94,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_conditional_flow_for_if_else.yml b/.github/workflows/samples_flows_standard_conditional_flow_for_if_else.yml index 57d8cf6de4f..8529bb41f22 100644 --- a/.github/workflows/samples_flows_standard_conditional_flow_for_if_else.yml +++ b/.github/workflows/samples_flows_standard_conditional_flow_for_if_else.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/conditional-flow-for-if-else run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_conditional_flow_for_switch.yml b/.github/workflows/samples_flows_standard_conditional_flow_for_switch.yml index 448ad1d3905..c8dcefe7b45 100644 --- a/.github/workflows/samples_flows_standard_conditional_flow_for_switch.yml +++ b/.github/workflows/samples_flows_standard_conditional_flow_for_switch.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/conditional-flow-for-switch run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_customer_intent_extraction.yml b/.github/workflows/samples_flows_standard_customer_intent_extraction.yml index d0131b48383..f5a06a441a3 100644 --- a/.github/workflows/samples_flows_standard_customer_intent_extraction.yml +++ b/.github/workflows/samples_flows_standard_customer_intent_extraction.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/customer-intent-extraction run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_flow_with_additional_includes.yml b/.github/workflows/samples_flows_standard_flow_with_additional_includes.yml index 774f075025a..5a49124af91 100644 --- a/.github/workflows/samples_flows_standard_flow_with_additional_includes.yml +++ b/.github/workflows/samples_flows_standard_flow_with_additional_includes.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/flow-with-additional-includes run: | @@ -77,6 +82,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -87,6 +94,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_flow_with_symlinks.yml b/.github/workflows/samples_flows_standard_flow_with_symlinks.yml index 4d0d129148e..04892bd7c0b 100644 --- a/.github/workflows/samples_flows_standard_flow_with_symlinks.yml +++ b/.github/workflows/samples_flows_standard_flow_with_symlinks.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/flow-with-symlinks run: | @@ -77,6 +82,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -87,6 +94,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_gen_docstring.yml b/.github/workflows/samples_flows_standard_gen_docstring.yml index d6dc3640599..1e16c47c11a 100644 --- a/.github/workflows/samples_flows_standard_gen_docstring.yml +++ b/.github/workflows/samples_flows_standard_gen_docstring.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/gen-docstring run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_maths_to_code.yml b/.github/workflows/samples_flows_standard_maths_to_code.yml index e87c8d1eb30..28c2d995c08 100644 --- a/.github/workflows/samples_flows_standard_maths_to_code.yml +++ b/.github/workflows/samples_flows_standard_maths_to_code.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/maths-to-code run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_named_entity_recognition.yml b/.github/workflows/samples_flows_standard_named_entity_recognition.yml index 1f469a0e73d..367c0a077b9 100644 --- a/.github/workflows/samples_flows_standard_named_entity_recognition.yml +++ b/.github/workflows/samples_flows_standard_named_entity_recognition.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/named-entity-recognition run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_flows_standard_web_classification.yml b/.github/workflows/samples_flows_standard_web_classification.yml index 903d77fc909..316be1a7314 100644 --- a/.github/workflows/samples_flows_standard_web_classification.yml +++ b/.github/workflows/samples_flows_standard_web_classification.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/flows/standard/web-classification run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_getstarted_quickstart.yml b/.github/workflows/samples_getstarted_quickstart.yml index 0aeaeb39754..5e24857464a 100644 --- a/.github/workflows/samples_getstarted_quickstart.yml +++ b/.github/workflows/samples_getstarted_quickstart.yml @@ -34,6 +34,22 @@ jobs: python -m pip install --upgrade pip pip install -r ${{ github.workspace }}/examples/requirements.txt pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: setup .env file + working-directory: examples/tutorials/get-started + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create Aoai Connection run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook diff --git a/.github/workflows/samples_runmanagement_runmanagement.yml b/.github/workflows/samples_runmanagement_runmanagement.yml index afa13f6f3aa..6411a96a04a 100644 --- a/.github/workflows/samples_runmanagement_runmanagement.yml +++ b/.github/workflows/samples_runmanagement_runmanagement.yml @@ -34,6 +34,22 @@ jobs: python -m pip install --upgrade pip pip install -r ${{ github.workspace }}/examples/requirements.txt pip install -r ${{ github.workspace }}/examples/dev_requirements.txt + - name: setup .env file + working-directory: examples/tutorials/run-management + run: | + AOAI_API_KEY=${{ secrets.AOAI_API_KEY_TEST }} + AOAI_API_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} + AOAI_API_ENDPOINT=$(echo ${AOAI_API_ENDPOINT//\//\\/}) + if [[ -e .env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example + mv .env.example .env + fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create Aoai Connection run: pf connection create -f ${{ github.workspace }}/examples/connections/azure_openai.yml --set api_key="${{ secrets.AOAI_API_KEY_TEST }}" api_base="${{ secrets.AOAI_API_ENDPOINT_TEST }}" - name: Test Notebook diff --git a/.github/workflows/samples_tools_use_cases_cascading_inputs_tool_showcase.yml b/.github/workflows/samples_tools_use_cases_cascading_inputs_tool_showcase.yml index 7f53b84b926..19ec7e657fe 100644 --- a/.github/workflows/samples_tools_use_cases_cascading_inputs_tool_showcase.yml +++ b/.github/workflows/samples_tools_use_cases_cascading_inputs_tool_showcase.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/tools/use-cases/cascading-inputs-tool-showcase run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tools_use_cases_custom_llm_tool_showcase.yml b/.github/workflows/samples_tools_use_cases_custom_llm_tool_showcase.yml index 01ba24cbe9f..a180436d95b 100644 --- a/.github/workflows/samples_tools_use_cases_custom_llm_tool_showcase.yml +++ b/.github/workflows/samples_tools_use_cases_custom_llm_tool_showcase.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/tools/use-cases/custom_llm_tool_showcase run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tools_use_cases_custom_strong_type_connection_package_tool_showcase.yml b/.github/workflows/samples_tools_use_cases_custom_strong_type_connection_package_tool_showcase.yml index 9705846f644..fa2381b5d86 100644 --- a/.github/workflows/samples_tools_use_cases_custom_strong_type_connection_package_tool_showcase.yml +++ b/.github/workflows/samples_tools_use_cases_custom_strong_type_connection_package_tool_showcase.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/tools/use-cases/custom-strong-type-connection-package-tool-showcase run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tools_use_cases_custom_strong_type_connection_script_tool_showcase.yml b/.github/workflows/samples_tools_use_cases_custom_strong_type_connection_script_tool_showcase.yml index 307db728697..86a851067e5 100644 --- a/.github/workflows/samples_tools_use_cases_custom_strong_type_connection_script_tool_showcase.yml +++ b/.github/workflows/samples_tools_use_cases_custom_strong_type_connection_script_tool_showcase.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/tools/use-cases/custom-strong-type-connection-script-tool-showcase run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tools_use_cases_dynamic_list_input_tool_showcase.yml b/.github/workflows/samples_tools_use_cases_dynamic_list_input_tool_showcase.yml index ecd70f2dc9f..e1634874782 100644 --- a/.github/workflows/samples_tools_use_cases_dynamic_list_input_tool_showcase.yml +++ b/.github/workflows/samples_tools_use_cases_dynamic_list_input_tool_showcase.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/tools/use-cases/dynamic-list-input-tool-showcase run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tutorials_e2e_development_chat_with_pdf.yml b/.github/workflows/samples_tutorials_e2e_development_chat_with_pdf.yml index d078e8bab60..c2b8df00363 100644 --- a/.github/workflows/samples_tutorials_e2e_development_chat_with_pdf.yml +++ b/.github/workflows/samples_tutorials_e2e_development_chat_with_pdf.yml @@ -54,6 +54,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create AOAI Connection from ENV file working-directory: examples/tutorials/e2e-development run: | @@ -90,6 +95,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -100,6 +107,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tutorials_flow_deploy_azure_app_service.yml b/.github/workflows/samples_tutorials_flow_deploy_azure_app_service.yml index a353e7682a0..aa98df76f43 100644 --- a/.github/workflows/samples_tutorials_flow_deploy_azure_app_service.yml +++ b/.github/workflows/samples_tutorials_flow_deploy_azure_app_service.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/tutorials/flow-deploy/azure-app-service run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tutorials_flow_deploy_create_service_with_flow.yml b/.github/workflows/samples_tutorials_flow_deploy_create_service_with_flow.yml index 4976b5884f0..dfcf3338a0d 100644 --- a/.github/workflows/samples_tutorials_flow_deploy_create_service_with_flow.yml +++ b/.github/workflows/samples_tutorials_flow_deploy_create_service_with_flow.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/tutorials/flow-deploy/create-service-with-flow run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tutorials_flow_deploy_distribute_flow_as_executable_app.yml b/.github/workflows/samples_tutorials_flow_deploy_distribute_flow_as_executable_app.yml index c72fd439c44..f78641fa64a 100644 --- a/.github/workflows/samples_tutorials_flow_deploy_distribute_flow_as_executable_app.yml +++ b/.github/workflows/samples_tutorials_flow_deploy_distribute_flow_as_executable_app.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/tutorials/flow-deploy/distribute-flow-as-executable-app run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tutorials_flow_deploy_docker.yml b/.github/workflows/samples_tutorials_flow_deploy_docker.yml index fa503ff22fc..cdb7a7d6aff 100644 --- a/.github/workflows/samples_tutorials_flow_deploy_docker.yml +++ b/.github/workflows/samples_tutorials_flow_deploy_docker.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/tutorials/flow-deploy/docker run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tutorials_flow_deploy_kubernetes.yml b/.github/workflows/samples_tutorials_flow_deploy_kubernetes.yml index 48c506b7b18..c92ac56861a 100644 --- a/.github/workflows/samples_tutorials_flow_deploy_kubernetes.yml +++ b/.github/workflows/samples_tutorials_flow_deploy_kubernetes.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/tutorials/flow-deploy/kubernetes run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} diff --git a/.github/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml b/.github/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml index 125ef7799d2..a57c4a2bb3a 100644 --- a/.github/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml +++ b/.github/workflows/samples_tutorials_flow_fine_tuning_evaluation_promptflow_quality_improvement.yml @@ -48,6 +48,11 @@ jobs: sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" .env.example mv .env.example .env fi + if [[ -e ../.env.example ]]; then + echo "env replacement" + sed -i -e "s//$AOAI_API_KEY/g" -e "s//$AOAI_API_ENDPOINT/g" ../.env.example + mv ../.env.example ../.env + fi - name: Create run.yml working-directory: examples/tutorials/flow-fine-tuning-evaluation run: | @@ -74,6 +79,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_CANARY }} @@ -84,6 +91,8 @@ jobs: run: | export aoai_api_key=${{secrets.AOAI_API_KEY_TEST }} export aoai_api_endpoint=${{ secrets.AOAI_API_ENDPOINT_TEST }} + export AZURE_OPENAI_API_KEY=${{secrets.AOAI_API_KEY_TEST }} + export AZURE_OPENAI_ENDPOINT=${{ secrets.AOAI_API_ENDPOINT_TEST }} export test_workspace_sub_id=${{ secrets.TEST_WORKSPACE_SUB_ID }} export test_workspace_rg=${{ secrets.TEST_WORKSPACE_RG }} export test_workspace_name=${{ secrets.TEST_WORKSPACE_NAME_PROD }} From 4f29e6484cc6d50bbe05e4f838560782662188c3 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 20:08:00 +0800 Subject: [PATCH 094/119] update --- .../flex-flows/eval-checklist/check_list.py | 2 +- examples/prompty/chat-basic/README.md | 25 +------------------ examples/tutorials/tracing/math_to_code.py | 2 +- 3 files changed, 3 insertions(+), 26 deletions(-) diff --git a/examples/flex-flows/eval-checklist/check_list.py b/examples/flex-flows/eval-checklist/check_list.py index 6c6e08f2831..f7a755e17b1 100644 --- a/examples/flex-flows/eval-checklist/check_list.py +++ b/examples/flex-flows/eval-checklist/check_list.py @@ -58,7 +58,7 @@ def check(answer: str, statement: str): class EvalFlow: - + def __init__(self) -> None: pass diff --git a/examples/prompty/chat-basic/README.md b/examples/prompty/chat-basic/README.md index 1a0001c9443..069a50b85b7 100644 --- a/examples/prompty/chat-basic/README.md +++ b/examples/prompty/chat-basic/README.md @@ -103,27 +103,4 @@ pf run show --name $name # show output pf run show-details --name $name -``` - -## Run prompty with connection -Storing connection info in .env with plaintext is not safe. We recommend to use `pf connection` to guard secrets like `api_key` from leak. - -- Test using connection secret specified in environment variables -**Note**: we used `'` to wrap value since it supports raw value without escape in powershell & bash. For windows command prompt, you may remove the `'` to avoid it become part of the value. - -```bash -# test with default input value in flow.flex.yaml -pf flow test --flow . --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' -``` - -- Create run using connection secret binding specified in environment variables, see [run.yml](run.yml) -```bash -# create run -pf run create --flow . --data ./data.jsonl --stream --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_ENDPOINT='${open_ai_connection.api_base}' --column-mapping question='${data.question}' -# create run using yaml file -pf run create --file run.yml --stream - -# show outputs -name=$(pf run list -r 10 | jq '.[] | select(.name | contains("chat_basic_")) | .name'| head -n 1 | tr -d '"') -pf run show-details --name $name -``` +``` \ No newline at end of file diff --git a/examples/tutorials/tracing/math_to_code.py b/examples/tutorials/tracing/math_to_code.py index aa549d31ad7..8c1ed983ec6 100644 --- a/examples/tutorials/tracing/math_to_code.py +++ b/examples/tutorials/tracing/math_to_code.py @@ -59,7 +59,7 @@ def code_gen(client: AzureOpenAI, question: str) -> str: "Make sure only reply the executable code, no other words." ) completion = client.chat.completions.create( - model=os.getenv("CHAT_DEPLOYMENT_NAME"), + model=os.getenv("CHAT_DEPLOYMENT_NAME", "gpt-35-turbo"), messages=[ { "role": "system", From b6bda7b942e2c3b9696159935429f330f92a7afb Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 20:20:01 +0800 Subject: [PATCH 095/119] update --- examples/prompty/chat-basic/chat-with-prompty.ipynb | 12 +----------- examples/prompty/chat-basic/data.jsonl | 4 +++- 2 files changed, 4 insertions(+), 12 deletions(-) diff --git a/examples/prompty/chat-basic/chat-with-prompty.ipynb b/examples/prompty/chat-basic/chat-with-prompty.ipynb index 57bee71bcc1..996abdc47c9 100644 --- a/examples/prompty/chat-basic/chat-with-prompty.ipynb +++ b/examples/prompty/chat-basic/chat-with-prompty.ipynb @@ -227,7 +227,7 @@ " data=\"./data.jsonl\", # path to the data file\n", " run=base_run, # specify base_run as the run you want to evaluate\n", " column_mapping={\n", - " \"code\": \"${run.outputs.output}\",\n", + " \"messages\": \"${data.chat_history}\", # TODO have a way binding to run chat_history output\n", " },\n", " stream=True,\n", ")" @@ -243,16 +243,6 @@ "details.head(10)" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# TODO: fix the visualization\n", - "pf.visualize([base_run, eval_run])" - ] - }, { "cell_type": "markdown", "metadata": {}, diff --git a/examples/prompty/chat-basic/data.jsonl b/examples/prompty/chat-basic/data.jsonl index 53cc9f8542f..796112b0879 100644 --- a/examples/prompty/chat-basic/data.jsonl +++ b/examples/prompty/chat-basic/data.jsonl @@ -1 +1,3 @@ -{"firstName": "John", "lastName": "Doe", "question": "How many questions did John Doe ask?", "ground_truth":"The meaning of life is subjective and can vary greatly depending on one's personal beliefs. Some people may find meaning through personal growth, love, or contribution to others, while others may find it through religious or spiritual beliefs. Ultimately, the meaning of life is a deeply personal and subjective concept."} \ No newline at end of file +{"firstName": "John", "lastName": "Doe", "question": "What's chat-GPT?", "chat_history": []} +{"firstName": "John", "lastName": "Doe", "question": "How many questions did John Doe ask?", "chat_history": []} +{"firstName": "John", "lastName": "Doe", "question": "How many questions did John Doe ask?", "chat_history": [{"role": "user","content": "where is the nearest coffee shop?"},{"role": "system","content": "I'm sorry, I don't know that. Would you like me to look it up for you?"}]} \ No newline at end of file From 3256f60ca2687706df27ce4c63e85b2019b8978a Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Fri, 12 Apr 2024 22:58:26 +0800 Subject: [PATCH 096/119] multi container --- examples/flex-flows/basic/README.md | 1 + examples/flows/standard/basic/hello.py | 2 +- examples/flows/standard/customer-intent-extraction/intent.py | 2 +- examples/prompty/basic/prompty-quickstart.ipynb | 2 +- 4 files changed, 4 insertions(+), 3 deletions(-) diff --git a/examples/flex-flows/basic/README.md b/examples/flex-flows/basic/README.md index 036fd4b2c19..cf276c17218 100644 --- a/examples/flex-flows/basic/README.md +++ b/examples/flex-flows/basic/README.md @@ -106,6 +106,7 @@ az configure --defaults group= workspace= Date: Fri, 12 Apr 2024 23:21:25 +0800 Subject: [PATCH 097/119] fix --- examples/flows/standard/basic/hello.py | 2 +- examples/flows/standard/customer-intent-extraction/intent.py | 2 +- examples/prompty/basic/prompty-quickstart.ipynb | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/examples/flows/standard/basic/hello.py b/examples/flows/standard/basic/hello.py index 3164fddba53..dbb5e7f5eb9 100644 --- a/examples/flows/standard/basic/hello.py +++ b/examples/flows/standard/basic/hello.py @@ -53,7 +53,7 @@ def my_python_tool( user: str = "", **kwargs, ) -> str: - if "AZURE_OPENAI_API_KEY" not in os.environ: + if "AZURE_OPENAI_API_KEY" not in os.environ or "AZURE_OPENAI_API_BASE" not in os.environ: # load environment variables from .env file load_dotenv() diff --git a/examples/flows/standard/customer-intent-extraction/intent.py b/examples/flows/standard/customer-intent-extraction/intent.py index ef7265dadd0..5c1552f92be 100644 --- a/examples/flows/standard/customer-intent-extraction/intent.py +++ b/examples/flows/standard/customer-intent-extraction/intent.py @@ -7,7 +7,7 @@ def extract_intent(chat_prompt: str): - if "AZURE_OPENAI_API_KEY" not in os.environ: + if "AZURE_OPENAI_API_KEY" not in os.environ or "AZURE_OPENAI_API_BASE" not in os.environ: # load environment variables from .env file try: from dotenv import load_dotenv diff --git a/examples/prompty/basic/prompty-quickstart.ipynb b/examples/prompty/basic/prompty-quickstart.ipynb index 01634bd9c82..627cc1f3e3c 100644 --- a/examples/prompty/basic/prompty-quickstart.ipynb +++ b/examples/prompty/basic/prompty-quickstart.ipynb @@ -182,7 +182,7 @@ "metadata": {}, "outputs": [], "source": [ - "flow = \"basic.prompty\" # path to the prompty file\n", + "flow = \"./basic.prompty\" # path to the prompty file\n", "data = \"./data.jsonl\" # path to the data file\n", "\n", "# create run with the flow and data\n", From fb45083faf98f5568db94267f2eb41b1dc084dcb Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Sat, 13 Apr 2024 07:14:38 +0800 Subject: [PATCH 098/119] fix --- examples/flows/standard/customer-intent-extraction/intent.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/examples/flows/standard/customer-intent-extraction/intent.py b/examples/flows/standard/customer-intent-extraction/intent.py index 5c1552f92be..9d7c68d4755 100644 --- a/examples/flows/standard/customer-intent-extraction/intent.py +++ b/examples/flows/standard/customer-intent-extraction/intent.py @@ -18,6 +18,8 @@ def extract_intent(chat_prompt: str): load_dotenv() + # AZURE_OPENAI_ENDPOINT conflict with AZURE_OPENAI_API_BASE when use with langchain + os.environ["AZURE_OPENAI_ENDPOINT"]="" chat = AzureChatOpenAI( deployment_name=os.environ.get("CHAT_DEPLOYMENT_NAME", "gpt-35-turbo"), openai_api_key=os.environ["AZURE_OPENAI_API_KEY"], From b8166f1cef58566dca7975bc67aed2616e9bc249 Mon Sep 17 00:00:00 2001 From: Clement Wang Date: Mon, 15 Apr 2024 11:49:33 +0800 Subject: [PATCH 099/119] update --- examples/flex-flows/basic/flex-flow-quickstart.ipynb | 9 ++++----- examples/flex-flows/chat-basic/sample.json | 1 + 2 files changed, 5 insertions(+), 5 deletions(-) create mode 100644 examples/flex-flows/chat-basic/sample.json diff --git a/examples/flex-flows/basic/flex-flow-quickstart.ipynb b/examples/flex-flows/basic/flex-flow-quickstart.ipynb index 56e4ac270ad..161189b57fe 100644 --- a/examples/flex-flows/basic/flex-flow-quickstart.ipynb +++ b/examples/flex-flows/basic/flex-flow-quickstart.ipynb @@ -219,12 +219,10 @@ "metadata": {}, "outputs": [], "source": [ - "flow = \".\" # path to the flow directory\n", "data = \"./data.jsonl\" # path to the data file\n", - "\n", - "# create run with the flow and data\n", + "# create run with the flow function and data\n", "base_run = pf.run(\n", - " flow=flow,\n", + " flow=flow_entry,\n", " data=data,\n", " column_mapping={\n", " \"text\": \"${data.text}\",\n", @@ -265,6 +263,7 @@ "metadata": {}, "outputs": [], "source": [ + "# we can also run flow pointing to yaml file\n", "eval_flow = \"../eval-code-quality/flow.flex.yaml\"\n", "\n", "eval_run = pf.run(\n", @@ -339,7 +338,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.17" + "version": "3.9.18" }, "resources": "examples/requirements.txt, examples/flex-flows/basic" }, diff --git a/examples/flex-flows/chat-basic/sample.json b/examples/flex-flows/chat-basic/sample.json new file mode 100644 index 00000000000..b1af8226725 --- /dev/null +++ b/examples/flex-flows/chat-basic/sample.json @@ -0,0 +1 @@ +{"question": "What is Prompt flow?"} \ No newline at end of file From 653a77ac83832ad53dd0f06d71ac2dbb6e4046b8 Mon Sep 17 00:00:00 2001 From: Zhengfei Wang Date: Mon, 15 Apr 2024 14:37:05 +0800 Subject: [PATCH 100/119] update trace ui screenshots --- docs/media/trace/LLM-trace-detail.png | Bin 141978 -> 68615 bytes docs/media/trace/LLM-trace-list.png | Bin 157671 -> 30188 bytes docs/media/trace/autogen-trace-detail.png | Bin 417223 -> 131131 bytes docs/media/trace/batch_run_record.png | Bin 498807 -> 240504 bytes docs/media/trace/flow-trace-records.png | Bin 127906 -> 86227 bytes 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