diff --git a/README.rst b/README.rst index 3ab0fded..ef79a484 100644 --- a/README.rst +++ b/README.rst @@ -8,7 +8,7 @@ Automated Red Teaming (ART) and testing toolkit **ARTKIT** is a Python framework developed by `BCG X `_ for automating prompt-based testing and evaluation of Gen AI applications. -`Documentation `_ | `User Guides `_ | `Examples `_ +`Documentation `_ | `User Guides `_ | `Examples `_ .. Begin-Badges diff --git a/condabuild/meta.yaml b/condabuild/meta.yaml index 1f6aba49..926f33a1 100644 --- a/condabuild/meta.yaml +++ b/condabuild/meta.yaml @@ -40,6 +40,7 @@ test: - transformers {{ environ.get('ARTKIT_V_TRANSFORMERS', '') }} - boto3 {{ environ.get('ARTKIT_V_BOTO3', '') }} - moto {{ environ.get('ARTKIT_V_MOTO', '') }} + - google-cloud-aiplatform {{ environ.get('ARTKIT_V_GOOGLE_CLOUD_AIPLATFORM', '') }} commands: - conda list - python -c "import artkit; import os; assert artkit.__version__ == os.environ['ARTKIT_BUILD_ARTKIT_VERSION']" @@ -55,4 +56,4 @@ about: libraries. dev_url: https://github.com/BCG-X-Official/artkit doc_url: https://bcg-x-official.github.io/artkit/ - doc_source_url: https://github.com/BCG-X-Official/artkit/blob/develop/README.rst \ No newline at end of file + doc_source_url: https://github.com/BCG-X-Official/artkit/tree/1.0.x/sphinx/source diff --git a/environment.yml b/environment.yml index be8200b8..73711192 100644 --- a/environment.yml +++ b/environment.yml @@ -22,6 +22,8 @@ dependencies: - groq ~= 0.9 - anthropic ~= 0.26 - google-generativeai ~= 0.6 + - google-cloud-aiplatform ~= 1.62.0 + # The following are required for huggingface: - aiohttp ~= 3.9 - pytorch ~= 2.3 diff --git a/pyproject.toml b/pyproject.toml index ab340b9c..92cc8701 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -14,11 +14,11 @@ dist-name = "artkit" license = "Apache Software License v2.0" requires = [ - "matplotlib ~=3.6", - "pandas ~=2.1", - "gamma-pytools ~=3.0", - "fluxus ~=1.0", - "typing_inspect ~=0.7", + "matplotlib ~=3.6", + "pandas ~=2.1", + "gamma-pytools ~=3.0", + "fluxus ~=1.0", + "typing_inspect ~=0.7", ] requires-python = ">=3.10,<4a" @@ -40,6 +40,10 @@ google-generativeai = [ "google-generativeai ~= 0.6" ] +google-cloud-aiplatform = [ + "google-cloud-aiplatform ~= 1.62" +] + huggingface = [ "aiohttp ~= 3.9", "torch ~= 2.3", @@ -48,12 +52,12 @@ huggingface = [ ] boto3 = [ - "boto3 ~= 1.34", + "boto3 ~= 1.34", "httpx ~= 0.27", ] dev = [ - "artkit[openai, groq, anthropic, google-generativeai, huggingface, boto3, moto]", + "artkit[openai, groq, anthropic, google-generativeai, huggingface, boto3, google-cloud-aiplatform]", # We use dotenv in the tutorial notebooks "python-dotenv ~= 1.0", @@ -92,38 +96,40 @@ Repository = "https://github.com/BCG-X-Official/artkit" no-binary.min = [] [build.matrix.min] -matplotlib = "~=3.6.3" -pandas = "~=2.1" -python = ">=3.10.14,<3.11a" -gamma-pytools = "~=3.0.0" -fluxus = "~=1.0.0" -typing_inspect = "~=0.7.1" -openai = "~=1.34.0" -anthropic = "~=0.28.0" -groq = "~=0.9.0" -google-generativeai = "~=0.6.0" -aiohttp = "~=3.9.0" -transformers = "~=4.41.0" -torch = "~=2.3.0" -boto3 = "~=1.34.0" -moto = "~=5.0.11" +matplotlib = "~=3.6.3" +pandas = "~=2.1" +python = ">=3.10.14,<3.11a" +gamma-pytools = "~=3.0.0" +fluxus = "~=1.0.0" +typing_inspect = "~=0.7.1" +openai = "~=1.34.0" +anthropic = "~=0.28.0" +groq = "~=0.9.0" +google-generativeai = "~=0.6.0" +aiohttp = "~=3.9.0" +transformers = "~=4.41.0" +torch = "~=2.3.0" +boto3 = "~=1.34.0" +moto = "~=5.0.11" +google-cloud-aiplatform = "~=1.62.0" [build.matrix.max] -matplotlib = "~=3.8" -pandas = "~=2.2" -python = ">=3.12,<4a" -gamma-pytools = "~=3.0" -fluxus = "~=1.0" -typing_inspect = "~=0.9" -openai = "~=1.34" -anthropic = "~=0.28" -groq = "~=0.9" -google-generativeai = "~=0.6" -aiohttp = "~=3.9" -transformers = "~=4.41" -torch = "~=2.3" -boto3 = "~=1.34" -moto = "~=5.0" +matplotlib = "~=3.8" +pandas = "~=2.2" +python = ">=3.12,<4a" +gamma-pytools = "~=3.0" +fluxus = "~=1.0" +typing_inspect = "~=0.9" +openai = "~=1.34" +anthropic = "~=0.28" +groq = "~=0.9" +google-generativeai = "~=0.6" +aiohttp = "~=3.9" +transformers = "~=4.41" +torch = "~=2.3" +boto3 = "~=1.34" +moto = "~=5.0" +google-cloud-aiplatform = "~=1.62.0" [tool.black] required-version = '24.4.2' @@ -164,5 +170,6 @@ module = [ "torch.*", "transformers.*", "typing_inspect.*", + "google-cloud-aiplatform.*", ] ignore_missing_imports = true \ No newline at end of file diff --git a/sphinx/source/user_guide/introduction_to_artkit/connecting_to_genai_models.ipynb b/sphinx/source/user_guide/introduction_to_artkit/connecting_to_genai_models.ipynb index bbffc3a0..1bc0ff54 100644 --- a/sphinx/source/user_guide/introduction_to_artkit/connecting_to_genai_models.ipynb +++ b/sphinx/source/user_guide/introduction_to_artkit/connecting_to_genai_models.ipynb @@ -1,817 +1,948 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "fd903360", - "metadata": {}, - "source": [ - "# Connecting to Gen AI Models\n", - "\n", - "[View notebook on GitHub]([View notebook on GitHub](https://github.com/BCG-X-Official/artkit/blob/1.0.x/sphinx/source/user_guide/advanced_tutorials/json_output_validation.ipynb))" - ] - }, - { - "cell_type": "markdown", - "id": "eb12eb20", - "metadata": {}, - "source": [ - "## Introduction" - ] - }, - { - "cell_type": "markdown", - "id": "ddc79faa-d2fd-40fd-956d-33542c1471e5", - "metadata": {}, - "source": [ - "ARTKIT model classes support connecting to Gen AI model APIs from various providers. This tutorial walks through the process of setting up various ARTKIT connectors to send requests and receive responses from popular Gen AI models. \n", - "\n", - "We currently support the following model connections:\n", - "\n", - "- [OpenAI](https://openai.com/) - *Text, Image Generation, Vision*\n", - "- [Anthropic](https://www.anthropic.com/) - *Text only*\n", - "- [Groq](https://groq.com/) - *Text only*\n", - "- [Google's Gemini](https://gemini.google.com/?utm_source=google&utm_medium=cpc&utm_campaign=2024enUS_gemfeb&gad_source=1&gclid=Cj0KCQjwpNuyBhCuARIsANJqL9MyZ6ryxPne5jK3hH8f8rRi9ACTUcbroOcdrJB2OaiLR6yTGMMfozwaArcyEALw_wcB) - *Text only*\n", - "- [Hugging Face](https://huggingface.co/) - *Text only*\n", - "- [Titan](https://docs.aws.amazon.com/bedrock/latest/userguide/titan-models.html) - *Text only*\n", - "\n", - "Key benefits of using ARTKIT model classes include: \n", - "\n", - "- **Built-in support for asynchronous requests**\n", - " - Asynchronicity improves the performance of I/O bound tasks like API calls or file operations by allowing them to run concurrently without blocking the execution of other parts of your program.\n", - " - *All* ARTKIT model classes are designed for asynchronicity. This design decision promotes asynchronous programming in ARTKIT pipelines and keeps our library minimalistic. \n", - " - ARTKIT pipelines are capable of handling synchronous steps and users are welcome to define custom synchronous API connectors. However, running ARTKIT synchronously negates the performance gains enabled by the underlying asynchronous computing engine. \n", - "- **Chat history management**\n", - " - Chat history management is essential for realistic multiturn interactions. Without chat history management, a chat model can only respond to the most recent request. \n", - " - ARTKIT chat model classes manage chat history in the background. See the [Multi-Turn Personas](../generating_challenges/multi_turn_personas.ipynb) tutorial for a demonstration of automated multiturn chats between a challenger bot and a target system.\n", - " - Additionally, ARTKIT offers the `HistorizedChatModel` wrapper class which manages chat histories for any given `ChatModel`\n", - "- **Local cache management**\n", - " - Caching Gen AI model responses is useful for ensuring reproducibility and avoiding repetitive API calls which can run up costs and runtime during development. \n", - "\n", - "For technical details on ARTKIT model classes and all supported models, see the [API Reference](../../apidoc/artkit.rst). If you need to connect to an endpoint which is not supported by ARTKIT, see our tutorial on [Creating New Model Classes](../advanced_tutorials/creating_new_model_classes.ipynb), and please consider [Contributing](../../contributor_guide/index.rst) to ARTKIT!" - ] - }, - { - "cell_type": "markdown", - "id": "9bf9dd90-dca1-4d82-af41-8d3b15263a87", - "metadata": {}, - "source": [ - "## Setup" - ] - }, - { - "cell_type": "markdown", - "id": "314f4143-a9dd-46a6-8ea6-d5a1e9ecac61", - "metadata": {}, - "source": [ - "To connect to different model providers, you must install the necessary platform-specific libraries:\n", - "\n", - "```\n", - "pip install openai\n", - "pip install anthropic\n", - "pip install groq\n", - "pip install google-generativeai\n", - "pip install huggingface\n", - "pip install boto3\n", - "```\n", - "\n", - "You must obtain an API Key for each platform you plan to use. Platform-specific links are provided in the sections below. We recommend storing environment variables in a `.env` file within your project and loading them using `load_dotenv`, as shown below. For a step-by-step guide, see our documentation on [Environment Variables](../../_generated/home.rst#environment-variables). " - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "a94d45b0-ecbf-4527-adf9-3a37647e6b86", - "metadata": { - "ExecuteTime": { - "end_time": "2024-08-01T18:30:10.633013Z", - "start_time": "2024-08-01T18:30:08.559540Z" - } - }, - "outputs": [], - "source": [ - "import artkit.api as ak\n", - "\n", - "from dotenv import load_dotenv\n", - "load_dotenv();" - ] - }, - { - "cell_type": "markdown", - "id": "ed47eb2e", - "metadata": {}, - "source": [ - "> **Important**: The `await` keyword can normally only be used within an asynchronous function. In the codeblocks below, we are able to use `await` on its own because Jupyter notebooks implicitly execute cells asynchronously. If running code in a Python script, you must use ARTKIT connectors within the context of asynchonous functions, as demonstrated throughout the documentation (e.g., [Building Your First ARTKIT Pipeline](building_your_first_artkit_pipeline.ipynb))" - ] - }, - { - "cell_type": "markdown", - "id": "61f5418c", - "metadata": {}, - "source": [ - "## OpenAI" - ] - }, - { - "cell_type": "markdown", - "id": "6c3c0907", - "metadata": {}, - "source": [ - "To make API calls to OpenAI, you must install the `openai` Python library and obtain an [OpenAI API key](https://platform.openai.com/docs/quickstart/account-setup).\n", - "\n", - "ARTKIT connectors currently support three types of OpenAI models:\n", - "\n", - "1. Chat (LLMs)\n", - "2. Text-to-image (diffusion models)\n", - "3. Image-to-text (vision models)\n", - "\n", - "Below we show how to instantiate each OpenAI model class with caching, send a request, and view the response." - ] - }, - { - "cell_type": "markdown", - "id": "a02c8f5e", - "metadata": {}, - "source": [ - "### Chat\n", - "\n", - "Chat models are used to emulate a conversation between a user and language model by utilizing it's text completion capabilities.\n", - "The `OpenAIChat` class returns an ARTKIT list of strings, which are probable candidates for a conversational reply given the prompt." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "5bd86352-429f-443c-b133-c95d49c6faac", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2 + 2 equals 4.\n" - ] - } - ], - "source": [ - "# Initialize an OpenAI chat model\n", - "openai_chat_model = ak.CachedChatModel(\n", - " model = ak.OpenAIChat(\n", - " api_key_env=\"OPENAI_API_KEY\",\n", - " model_id=\"gpt-3.5-turbo\",\n", - " system_prompt=None,\n", - " temperature=1,\n", - " seed=0,\n", - " ),\n", - " database=\"cache/connecting_to_openai_gpt3-5.db\"\n", - ")\n", - "\n", - "\n", - "# Send a message to the chat model and print the response\n", - "response = await openai_chat_model.get_response(message=\"What is 2+2?\")\n", - "print(response[0])" - ] - }, - { - "cell_type": "markdown", - "id": "a580445c", - "metadata": {}, - "source": [ - "### Text-to-Image\n", - "\n", - "The `OpenAIDiffusion` class returns an ARTKIT `Image` object, which has a `show` method for visualizing images." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "777a247c", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "" - ] - }, - "metadata": { - "image/png": { - "width": 200 - } - }, - "output_type": "display_data" - } - ], - "source": [ - "# Initialize an OpenAI diffusion model\n", - "openai_diffusion_model = ak.CachedDiffusionModel(\n", - " model = ak.OpenAIDiffusion(\n", - " api_key_env = \"OPENAI_API_KEY\",\n", - " model_id = \"dall-e-2\",\n", - " size = \"256x256\",\n", - " ),\n", - " database=\"cache/connecting_to_openai_dalle.db\"\n", - ")\n", - "\n", - "\n", - "# Send text to the diffusion model and display the image response\n", - "winged_cat = await openai_diffusion_model.text_to_image(text=\"a cat with wings\")\n", - "\n", - "winged_cat[0].show(width=200)" - ] - }, - { - "cell_type": "markdown", - "id": "55dd3af8", - "metadata": {}, - "source": [ - "### Vision\n", - "\n", - "Here, we use ARTKIT's `OpenAIVision` class to send an image and a prompt to GPT-4-turbo, which recently enabled image inputs through the API:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "e784352a", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Mythical winged cat, serene expression, feathers, tail, artistic creature portrayal.\n" - ] - } - ], - "source": [ - "# Initialize an OpenAI vision model\n", - "openai_vision_model = ak.CachedVisionModel(\n", - " model=ak.OpenAIVision(\n", - " api_key_env=\"OPENAI_API_KEY\",\n", - " model_id='gpt-4-turbo'\n", - " ),\n", - " database=\"cache/connecting_to_openai_gpt4v.db\"\n", - ")\n", - "\n", - "\n", - "# Send an image and a prompt to the vision model and print the response\n", - "response = await openai_vision_model.image_to_text(\n", - " image=winged_cat[0], \n", - " prompt=\"What is this, in 10 words?\")\n", - "\n", - "print(response[0])" - ] - }, - { - "cell_type": "markdown", - "id": "69b35498-5074-4cbe-a24f-ab16f3e32ff8", - "metadata": {}, - "source": [ - "## Anthropic" - ] - }, - { - "cell_type": "markdown", - "id": "4ddafec6-6a86-4fdc-a63c-75d3e8d271db", - "metadata": {}, - "source": [ - "[Anthropic](https://www.anthropic.com/) is an AI research company that prioritizes ethics and social impact in their products and services. To interact with the Anthropic API, [register](https://console.anthropic.com/) an account with Anthropic and generate an API key in your [Account Settings](https://console.anthropic.com/account/keys). You must also install the `anthropic` Python library. Visit [Anthropic Models](https://docs.anthropic.com/en/docs/models-overview) for a list of available models.\n", - "\n", - "Just as with the OpenAI example ARTKIT offers an `AnthropicChat` class that returns a list of possible responses in string format. Below we show how to instantiate and use an Anthropic chat model:" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "d4a0701c-85a7-4eff-bff7-e828c8c83636", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2 + 2 = 4\n" - ] - } - ], - "source": [ - "# Initialize an Anthropic chat model\n", - "anthropic_chat_model = ak.CachedChatModel(\n", - " model=ak.AnthropicChat(\n", - " api_key_env=\"ANTHROPIC_API_KEY\",\n", - " model_id=\"claude-3-sonnet-20240229\",\n", - " max_tokens=100,\n", - " ),\n", - " database=\"cache/connecting_to_anthropic_chat.db\"\n", - ")\n", - "\n", - "\n", - "# Send a message to the chat model and print the response\n", - "response = await anthropic_chat_model.get_response(message=\"What is 2+2?\")\n", - "\n", - "print(response[0])" - ] - }, - { - "cell_type": "markdown", - "id": "4c0f0823-b4b6-4364-98d8-f16a542e7d05", - "metadata": {}, - "source": [ - "## Groq" - ] - }, - { - "cell_type": "markdown", - "id": "27780410-5bfa-439d-b3c7-ccd992582653", - "metadata": {}, - "source": [ - "[Groq](https://wow.groq.com/why-groq/) is a Gen AI hardware and software platform that prioritizes inference speed. To make API calls to Groq, register an account and create your API key in your [GroqCloud console](https://console.groq.com/keys). Groq currently hosts a few popular Gen AI models, including LLaMA3, Mixtral, Gemma, and Whisper. Visit [Groq Models](https://console.groq.com/docs/models) for the models you can use with Groq.\n", - "\n", - "Below we show how to instantiate a Groq chat model to interact with LLaMA-8b:" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "e1ff1f3e-cd1d-4d1b-8c2a-bb3ef49e195f", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The answer to 2 + 2 is 4.\n" - ] - } - ], - "source": [ - "# Initialize a Groq chat model\n", - "groq_chat_model = ak.CachedChatModel(\n", - " model=ak.GroqChat(\n", - " api_key_env=\"GROQ_API_KEY\",\n", - " model_id=\"llama3-8b-8192\",\n", - " ),\n", - " database=\"cache/connecting_to_groq_chat.db\"\n", - ")\n", - "\n", - "# Send a message to the chat model and print the response\n", - "response = await groq_chat_model.get_response(message=\"What is 2 + 2\")\n", - "\n", - "print(response[0])" - ] - }, - { - "cell_type": "markdown", - "id": "4699fb74-5662-458a-9817-f3ce6104d76b", - "metadata": {}, - "source": [ - "## Google" - ] - }, - { - "cell_type": "markdown", - "id": "a504a3ee-ecf4-4849-8d33-77f239d926dd", - "metadata": {}, - "source": [ - "Gemini is a family of multimodal Gen AI models available through Vertex AI, Google's fully-managed AI development platform for building and using Gen AI. To interact with the Gemini API, install the Python library google-generativeai and generate a Gemini API key. For a list of currently available Gemini models, visit Gemini Models.\n", - "\n", - "Below we show how to instantiate a Gemini model class to interact with the Gemini API:" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "fd4781144f3b2cb", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-15T15:38:24.089590Z", - "start_time": "2024-07-15T15:38:24.080410Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2 + 2 = 4 \n", - "\n" - ] - } - ], - "source": [ - "# Initialize a Gemini chat model\n", - "gemini_chat_model = ak.CachedChatModel(\n", - " model=ak.GeminiChat(\n", - " api_key_env=\"GEMINI_API_KEY\",\n", - " model_id=\"gemini-1.5-pro-latest\",\n", - " ),\n", - " database=\"cache/connecting_to_gemini_chat.db\"\n", - ")\n", - "\n", - "\n", - "# Send a message to the chat model and print the response\n", - "response = await gemini_chat_model.get_response(message=\"What is 2 + 2?\")\n", - "\n", - "print(response[0])" - ] - }, - { - "cell_type": "markdown", - "id": "b4a7e3ab-c240-44ea-8586-472d833792e5", - "metadata": {}, - "source": [ - "## Amazon Bedrock - Titan" - ] - }, - { - "cell_type": "markdown", - "id": "76bcc66c-eb3d-4d97-a618-8670b48c54ef", - "metadata": {}, - "source": [ - "[Bedrock](https://aws.amazon.com/bedrock/) is a LLM platform supported by AWS and hosts a variety of Gen AI Foundational models. To interact with Bedrock, you will need an appropriate AWS account and a specific IAM user with the permissions associated with Bedrock. Visit [Getting Started](https://docs.aws.amazon.com/bedrock/latest/userguide/getting-started.html) for additional details on getting started with AWS\n", - "\n", - "Below, we show how to instantiate a Titan model class with the Bedrock API:" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "775ed683-9cbc-4938-b2f6-844700e2f131", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{\"inputText\": \"What is the best Javascript framework?\"}\n", - "{}\n", - "There are many frameworks available for JavaScript development. Some of the popular ones are AngularJS, ReactJS, VueJS, and EmberJS. Each framework has its own strengths and weaknesses, and the best choice depends on the specific needs of the project. AngularJS is known for its strong MVC structure, reactive programming, and large ecosystem of libraries and tools. ReactJS is known for its component-based architecture, declarative programming, and performance. VueJS is known for its simplicity, flexibility, and performance. EmberJS is known for its component-based architecture, declarative programming, and integration with other frameworks.\n" - ] - } - ], - "source": [ - "import json\n", - "# Initialize a Titan chat model\n", - "titan_bedrock_model = ak.CachedChatModel(\n", - " model=ak.TitanBedrockChat(\n", - " model_id = 'amazon.titan-text-lite-v1',\n", - " region='us-east-1'),\n", - " database=\"cache/connecting_to_titan1.db\",\n", - ")\n", - "\n", - "\n", - "# Send a message to the chat model and print the response\n", - "response = await titan_bedrock_model.get_response(json.dumps({\"inputText\": \"What is the best Javascript framework?\"}))\n", - "\n", - "print(response[0])" - ] - }, - { - "cell_type": "markdown", - "id": "a2174f54-fe68-450a-a087-8688dd9c6c27", - "metadata": {}, - "source": [ - "## Hugging Face" - ] - }, - { - "cell_type": "markdown", - "id": "a77fca4b-f64a-4004-bca6-dac2113993c9", - "metadata": {}, - "source": [ - "[Hugging Face](https://huggingface.co/) is a popular platform for hosting open source models, datasets, and code. To make API calls to HuggingFace, you must first register an account with Hugging Face and create a [Hugging Face API key](https://huggingface.co/settings/tokens) in your profile settings. You must also install the `huggingface` Python library.\n", - "\n", - "Given the diversity of models hosted on Hugging Face, it is important to read the documentation for individual models to understand the expected input and output formats, model-specific parameters, limitations, and best practices. See [Hugging Face Models](https://huggingface.co/models?sort=trending&search=huggingface) to browse the models available on Hugging Face. \n", - "\n", - "Note that some models require you to request access by visiting the model's repository site. Gated or private models require running the following:" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "eccff6d0", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ec04f3d9b4a941c9b344ac669998423e", - "version_major": 2, - "version_minor": 0 + "cells": [ + { + "cell_type": "markdown", + "id": "fd903360", + "metadata": {}, + "source": [ + "# Connecting to Gen AI Models\n", + "\n", + "[View notebook on GitHub]([View notebook on GitHub](https://github.com/BCG-X-Official/artkit/blob/1.0.x/sphinx/source/user_guide/advanced_tutorials/json_output_validation.ipynb))" + ] + }, + { + "cell_type": "markdown", + "id": "eb12eb20", + "metadata": {}, + "source": [ + "## Introduction" + ] + }, + { + "cell_type": "markdown", + "id": "ddc79faa-d2fd-40fd-956d-33542c1471e5", + "metadata": {}, + "source": [ + "ARTKIT model classes support connecting to Gen AI model APIs from various providers. This tutorial walks through the process of setting up various ARTKIT connectors to send requests and receive responses from popular Gen AI models. \n", + "\n", + "We currently support the following model connections:\n", + "\n", + "- [OpenAI](https://openai.com/) - *Text, Image Generation, Vision*\n", + "- [Anthropic](https://www.anthropic.com/) - *Text only*\n", + "- [Groq](https://groq.com/) - *Text only*\n", + "- [Google's Gemini](https://gemini.google.com/) - *Text only*\n", + "- [Hugging Face](https://huggingface.co/) - *Text only*\n", + "- [Amazon's Titan](https://docs.aws.amazon.com/bedrock/latest/userguide/titan-models.html) - *Text only*\n", + "\n", + "We also support connectivity to GenAI platforms like:\n", + "- [Amazon Bedrock](https://aws.amazon.com/bedrock)\n", + "- [Google Vertex AI](https://cloud.google.com/vertex-ai)\n", + "\n", + "Key benefits of using ARTKIT model classes include: \n", + "\n", + "- **Built-in support for asynchronous requests**\n", + " - Asynchronicity improves the performance of I/O bound tasks like API calls or file operations by allowing them to run concurrently without blocking the execution of other parts of your program.\n", + " - *All* ARTKIT model classes are designed for asynchronicity. This design decision promotes asynchronous programming in ARTKIT pipelines and keeps our library minimalistic. \n", + " - ARTKIT pipelines are capable of handling synchronous steps and users are welcome to define custom synchronous API connectors. However, running ARTKIT synchronously negates the performance gains enabled by the underlying asynchronous computing engine. \n", + "- **Chat history management**\n", + " - Chat history management is essential for realistic multiturn interactions. Without chat history management, a chat model can only respond to the most recent request. \n", + " - ARTKIT chat model classes manage chat history in the background. See the [Multi-Turn Personas](../generating_challenges/multi_turn_personas.ipynb) tutorial for a demonstration of automated multiturn chats between a challenger bot and a target system.\n", + " - Additionally, ARTKIT offers the `HistorizedChatModel` wrapper class which manages chat histories for any given `ChatModel`\n", + "- **Local cache management**\n", + " - Caching Gen AI model responses is useful for ensuring reproducibility and avoiding repetitive API calls which can run up costs and runtime during development. \n", + "\n", + "For technical details on ARTKIT model classes and all supported models, see the [API Reference](../../apidoc/artkit.rst). If you need to connect to an endpoint which is not supported by ARTKIT, see our tutorial on [Creating New Model Classes](../advanced_tutorials/creating_new_model_classes.ipynb), and please consider [Contributing](../../contributor_guide/index.rst) to ARTKIT!" + ] + }, + { + "cell_type": "markdown", + "id": "9bf9dd90-dca1-4d82-af41-8d3b15263a87", + "metadata": {}, + "source": [ + "## Setup" + ] + }, + { + "cell_type": "markdown", + "id": "314f4143-a9dd-46a6-8ea6-d5a1e9ecac61", + "metadata": {}, + "source": [ + "To connect to different model providers, you must install the necessary platform-specific libraries:\n", + "\n", + "```\n", + "pip install openai\n", + "pip install anthropic\n", + "pip install groq\n", + "pip install google-generativeai\n", + "pip install huggingface\n", + "pip install boto3\n", + "pip install google-cloud-aiplatform\n", + "```\n", + "\n", + "You must obtain an API Key for each platform you plan to use. Platform-specific links are provided in the sections below. We recommend storing environment variables in a `.env` file within your project and loading them using `load_dotenv`, as shown below. For a step-by-step guide, see our documentation on [Environment Variables](../../_generated/home.rst#environment-variables). " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "a94d45b0-ecbf-4527-adf9-3a37647e6b86", + "metadata": { + "ExecuteTime": { + "end_time": "2024-08-01T18:30:10.633013Z", + "start_time": "2024-08-01T18:30:08.559540Z" + } }, - "text/plain": [ - "VBox(children=(HTML(value='
**Important**: The `await` keyword can normally only be used within an asynchronous function. In the codeblocks below, we are able to use `await` on its own because Jupyter notebooks implicitly execute cells asynchronously. If running code in a Python script, you must use ARTKIT connectors within the context of asynchonous functions, as demonstrated throughout the documentation (e.g., [Building Your First ARTKIT Pipeline](building_your_first_artkit_pipeline.ipynb))" + ] + }, + { + "cell_type": "markdown", + "id": "61f5418c", + "metadata": {}, + "source": [ + "## OpenAI" + ] + }, + { + "cell_type": "markdown", + "id": "6c3c0907", + "metadata": {}, + "source": [ + "To make API calls to OpenAI, you must install the `openai` Python library and obtain an [OpenAI API key](https://platform.openai.com/docs/quickstart/account-setup).\n", + "\n", + "ARTKIT connectors currently support three types of OpenAI models:\n", + "\n", + "1. Chat (LLMs)\n", + "2. Text-to-image (diffusion models)\n", + "3. Image-to-text (vision models)\n", + "\n", + "Below we show how to instantiate each OpenAI model class with caching, send a request, and view the response." + ] + }, + { + "cell_type": "markdown", + "id": "a02c8f5e", + "metadata": {}, + "source": [ + "### Chat\n", + "\n", + "Chat models are used to emulate a conversation between a user and language model by utilizing it's text completion capabilities.\n", + "The `OpenAIChat` class returns an ARTKIT list of strings, which are probable candidates for a conversational reply given the prompt." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "5bd86352-429f-443c-b133-c95d49c6faac", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2 + 2 equals 4.\n" + ] + } + ], + "source": [ + "# Initialize an OpenAI chat model\n", + "openai_chat_model = ak.CachedChatModel(\n", + " model = ak.OpenAIChat(\n", + " api_key_env=\"OPENAI_API_KEY\",\n", + " model_id=\"gpt-3.5-turbo\",\n", + " system_prompt=None,\n", + " temperature=1,\n", + " seed=0,\n", + " ),\n", + " database=\"cache/connecting_to_openai_gpt3-5.db\"\n", + ")\n", + "\n", + "\n", + "# Send a message to the chat model and print the response\n", + "response = await openai_chat_model.get_response(message=\"What is 2+2?\")\n", + "print(response[0])" + ] + }, + { + "cell_type": "markdown", + "id": "a580445c", + "metadata": {}, + "source": [ + "### Text-to-Image\n", + "\n", + "The `OpenAIDiffusion` class returns an ARTKIT `Image` object, which has a `show` method for visualizing images." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "777a247c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": { + "image/png": { + "width": 200 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "# Initialize an OpenAI diffusion model\n", + "openai_diffusion_model = ak.CachedDiffusionModel(\n", + " model = ak.OpenAIDiffusion(\n", + " api_key_env = \"OPENAI_API_KEY\",\n", + " model_id = \"dall-e-2\",\n", + " size = \"256x256\",\n", + " ),\n", + " database=\"cache/connecting_to_openai_dalle.db\"\n", + ")\n", + "\n", + "\n", + "# Send text to the diffusion model and display the image response\n", + "winged_cat = await openai_diffusion_model.text_to_image(text=\"a cat with wings\")\n", + "\n", + "winged_cat[0].show(width=200)" + ] + }, + { + "cell_type": "markdown", + "id": "55dd3af8", + "metadata": {}, + "source": [ + "### Vision\n", + "\n", + "Here, we use ARTKIT's `OpenAIVision` class to send an image and a prompt to GPT-4-turbo, which recently enabled image inputs through the API:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e784352a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mythical winged cat, serene expression, feathers, tail, artistic creature portrayal.\n" + ] + } + ], + "source": [ + "# Initialize an OpenAI vision model\n", + "openai_vision_model = ak.CachedVisionModel(\n", + " model=ak.OpenAIVision(\n", + " api_key_env=\"OPENAI_API_KEY\",\n", + " model_id='gpt-4-turbo'\n", + " ),\n", + " database=\"cache/connecting_to_openai_gpt4v.db\"\n", + ")\n", + "\n", + "\n", + "# Send an image and a prompt to the vision model and print the response\n", + "response = await openai_vision_model.image_to_text(\n", + " image=winged_cat[0], \n", + " prompt=\"What is this, in 10 words?\")\n", + "\n", + "print(response[0])" + ] + }, + { + "cell_type": "markdown", + "id": "69b35498-5074-4cbe-a24f-ab16f3e32ff8", + "metadata": {}, + "source": [ + "## Anthropic" + ] + }, + { + "cell_type": "markdown", + "id": "4ddafec6-6a86-4fdc-a63c-75d3e8d271db", + "metadata": {}, + "source": [ + "[Anthropic](https://www.anthropic.com/) is an AI research company that prioritizes ethics and social impact in their products and services. To interact with the Anthropic API, [register](https://console.anthropic.com/) an account with Anthropic and generate an API key in your [Account Settings](https://console.anthropic.com/account/keys). You must also install the `anthropic` Python library. Visit [Anthropic Models](https://docs.anthropic.com/en/docs/models-overview) for a list of available models.\n", + "\n", + "Just as with the OpenAI example ARTKIT offers an `AnthropicChat` class that returns a list of possible responses in string format. Below we show how to instantiate and use an Anthropic chat model:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d4a0701c-85a7-4eff-bff7-e828c8c83636", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2 + 2 = 4\n" + ] + } + ], + "source": [ + "# Initialize an Anthropic chat model\n", + "anthropic_chat_model = ak.CachedChatModel(\n", + " model=ak.AnthropicChat(\n", + " api_key_env=\"ANTHROPIC_API_KEY\",\n", + " model_id=\"claude-3-sonnet-20240229\",\n", + " max_tokens=100,\n", + " ),\n", + " database=\"cache/connecting_to_anthropic_chat.db\"\n", + ")\n", + "\n", + "\n", + "# Send a message to the chat model and print the response\n", + "response = await anthropic_chat_model.get_response(message=\"What is 2+2?\")\n", + "\n", + "print(response[0])" + ] + }, + { + "cell_type": "markdown", + "id": "4c0f0823-b4b6-4364-98d8-f16a542e7d05", + "metadata": {}, + "source": [ + "## Groq" + ] + }, + { + "cell_type": "markdown", + "id": "27780410-5bfa-439d-b3c7-ccd992582653", + "metadata": {}, + "source": [ + "[Groq](https://wow.groq.com/why-groq/) is a Gen AI hardware and software platform that prioritizes inference speed. To make API calls to Groq, register an account and create your API key in your [GroqCloud console](https://console.groq.com/keys). Groq currently hosts a few popular Gen AI models, including LLaMA3, Mixtral, Gemma, and Whisper. Visit [Groq Models](https://console.groq.com/docs/models) for the models you can use with Groq.\n", + "\n", + "Below we show how to instantiate a Groq chat model to interact with LLaMA-8b:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e1ff1f3e-cd1d-4d1b-8c2a-bb3ef49e195f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The answer to 2 + 2 is 4.\n" + ] + } + ], + "source": [ + "# Initialize a Groq chat model\n", + "groq_chat_model = ak.CachedChatModel(\n", + " model=ak.GroqChat(\n", + " api_key_env=\"GROQ_API_KEY\",\n", + " model_id=\"llama3-8b-8192\",\n", + " ),\n", + " database=\"cache/connecting_to_groq_chat.db\"\n", + ")\n", + "\n", + "# Send a message to the chat model and print the response\n", + "response = await groq_chat_model.get_response(message=\"What is 2 + 2\")\n", + "\n", + "print(response[0])" + ] + }, + { + "cell_type": "markdown", + "id": "4699fb74-5662-458a-9817-f3ce6104d76b", + "metadata": {}, + "source": [ + "## Google" + ] + }, + { + "cell_type": "markdown", + "id": "a59d3f61", + "metadata": {}, + "source": [] + }, + { + "cell_type": "markdown", + "id": "a504a3ee-ecf4-4849-8d33-77f239d926dd", + "metadata": {}, + "source": [ + "### Gemini\n", + "\n", + "Gemini is a family of multimodal Gen AI models available. To interact with the Gemini API, install the Python library google-generativeai and generate a Gemini API key. For a list of currently available Gemini models, visit Gemini Models.\n", + "\n", + "Below we show how to instantiate a Gemini model class to interact with the Gemini API:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "fd4781144f3b2cb", + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-15T15:38:24.089590Z", + "start_time": "2024-07-15T15:38:24.080410Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2 + 2 = 4 \n", + "\n" + ] + } + ], + "source": [ + "# Initialize a Gemini chat model\n", + "gemini_chat_model = ak.CachedChatModel(\n", + " model=ak.GeminiChat(\n", + " api_key_env=\"GEMINI_API_KEY\",\n", + " model_id=\"gemini-1.5-pro-latest\",\n", + " ),\n", + " database=\"cache/connecting_to_gemini_chat.db\"\n", + ")\n", + "\n", + "\n", + "# Send a message to the chat model and print the response\n", + "response = await gemini_chat_model.get_response(message=\"What is 2 + 2?\")\n", + "\n", + "print(response[0])" + ] + }, + { + "cell_type": "markdown", + "id": "9cb62303", + "metadata": {}, + "source": [ + "### Vertex AI\n", + "\n", + "Vertex AI is Google's fully-managed AI development platform for building and using Gen AI. Vertex AI gives you access to over 100 models from third-party AI companies, including Anthropic Claude 3.5 Sonnet, Meta Llama 3, and Mistral AI Mixtral 8x7B.\n", + "\n", + "Here's an example of how to connect:\n", + "\n", + "#### Authenticating to Vertex AI\n", + "You can authenticate to Vertex AI by setting up Application Default Credentials (ADC) in GCP, which is a strategy used by the authentication libraries to automatically find credentials based on the application environment. To start, make sure you have:\n", + "\n", + "1. GCP project ID with Vertex AI enabled for billing purposes\n", + "2. Installed the [Google Cloud CLI](https://cloud.google.com/sdk/docs/install)\n", + "\n", + "Next, configure your ADC by following these steps in your terminal (details [here](https://cloud.google.com/docs/authentication/provide-credentials-adc)):\n", + "\n", + "1. gcloud init\n", + "2. gcloud auth application-default login\n", + "\n", + "The above commands will setup your ADC and create a credentials.json file that will be saved in [these locations](https://cloud.google.com/docs/authentication/application-default-credentials#personal) depending on your environment. \n", + "\n", + "You are now all set! You should be able to run the below vertex chat model and connect to the model you need." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d10df178", + "metadata": {}, + "outputs": [], + "source": [ + "# Initialize a Gemini chat model\n", + "vertex_chat_model = ak.CachedChatModel(\n", + " model=ak.VertexAIChat(\n", + " model_id=\"gemini-1.5-pro-latest\",\n", + " gcp_project_id=\"gcp-gp-xyz\" \n", + " ),\n", + " database=\"cache/connecting_to_gemini_chat.db\"\n", + ")\n", + "\n", + "# Send a message to the chat model and print the response\n", + "response = await vertex_chat_model.get_response(message=\"What is 2 + 2?\")\n", + "\n", + "print(response[0])" + ] + }, + { + "cell_type": "markdown", + "id": "d1d51d8e", + "metadata": {}, + "source": [ + "Note for both Gemini and Vertex AI:\n", + "\n", + "The system prompt should only be initialized when you initialize an instance of the chat model. The system prompt will remain for all subsequent conversations with the chat model and should not be updated after you create the instance. Here's an example of correct and incorrect usage:\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "42bee969", + "metadata": {}, + "outputs": [], + "source": [ + "#setup code:\n", + "FIRST_SYSTEM_PROMPT = \"Your name is first bot, and you are helpful, creative, clever, and very friendly.\"\n", + "SECOND_SYSTEM_PROMPT = \"Your name is second bot, and you are mean, snarky and misleading.\"\n", + "\n", + "async def ask_vertex(question: str, llm: ak.ChatModel):\n", + " for response in await llm.get_response(message=question):\n", + " yield dict(response=response)\n", + "\n", + "prompt = {\"question\": \"Why is the sky green?\"}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8abaf7ba", + "metadata": {}, + "outputs": [], + "source": [ + "#correct way to handle system prompts, each chat model has its own system prompt\n", + "first_model = ak.VertexAIChat(\n", + " model_id=\"gemini-1.5-pro-001\", gcp_project_id=\"gcp-gp-abc-123\"\n", + " ).with_system_prompt(FIRST_SYSTEM_PROMPT)\n", + "\n", + "second_model = ak.VertexAIChat(\n", + " model_id=\"gemini-1.5-pro-001\", gcp_project_id=\"gcp-gp-abc-123\"\n", + " ).with_system_prompt(SECOND_SYSTEM_PROMPT)\n", + "\n", + "first_step = ak.step(\"ask_first\", ask_vertex, llm=first_model)\n", + "second_step = ak.step(\"ask_second\", ask_vertex, llm=second_model)\n", + "\n", + "results = ak.run(input=prompt, steps=ak.chain(first_step, second_step))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "33db80f6", + "metadata": {}, + "outputs": [], + "source": [ + "#wrong way to handle system prompts, the second step will use the first system prompt\n", + "shared_model = ak.VertexAIChat(\n", + " model_id=\"gemini-1.5-pro-001\", gcp_project_id=\"gcp-gp-abc-123\"\n", + " )\n", + " \n", + "first_step = ak.step(\"ask_first\", ask_vertex, llm=shared_model.with_system_prompt(FIRST_SYSTEM_PROMPT))\n", + "second_step = ak.step(\"ask_second\", ask_vertex, llm=shared_model.with_system_prompt(SECOND_SYSTEM_PROMPT))\n", + "\n", + "results = ak.run(input=prompt, steps=ak.chain(first_step, second_step))" + ] + }, + { + "cell_type": "markdown", + "id": "b4a7e3ab-c240-44ea-8586-472d833792e5", + "metadata": {}, + "source": [ + "## Amazon Bedrock - Titan" + ] + }, + { + "cell_type": "markdown", + "id": "76bcc66c-eb3d-4d97-a618-8670b48c54ef", + "metadata": {}, + "source": [ + "[Bedrock](https://aws.amazon.com/bedrock/) is a LLM platform supported by AWS and hosts a variety of Gen AI Foundational models. To interact with Bedrock, you will need an appropriate AWS account and a specific IAM user with the permissions associated with Bedrock. Visit [Getting Started](https://docs.aws.amazon.com/bedrock/latest/userguide/getting-started.html) for additional details on getting started with AWS\n", + "\n", + "Below, we show how to instantiate a Titan model class with the Bedrock API:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "775ed683-9cbc-4938-b2f6-844700e2f131", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\"inputText\": \"What is the best Javascript framework?\"}\n", + "{}\n", + "There are many frameworks available for JavaScript development. Some of the popular ones are AngularJS, ReactJS, VueJS, and EmberJS. Each framework has its own strengths and weaknesses, and the best choice depends on the specific needs of the project. AngularJS is known for its strong MVC structure, reactive programming, and large ecosystem of libraries and tools. ReactJS is known for its component-based architecture, declarative programming, and performance. VueJS is known for its simplicity, flexibility, and performance. EmberJS is known for its component-based architecture, declarative programming, and integration with other frameworks.\n" + ] + } + ], + "source": [ + "import json\n", + "# Initialize a Titan chat model\n", + "titan_bedrock_model = ak.CachedChatModel(\n", + " model=ak.TitanBedrockChat(\n", + " model_id = 'amazon.titan-text-lite-v1',\n", + " region='us-east-1'),\n", + " database=\"cache/connecting_to_titan1.db\",\n", + ")\n", + "\n", + "\n", + "# Send a message to the chat model and print the response\n", + "response = await titan_bedrock_model.get_response(json.dumps({\"inputText\": \"What is the best Javascript framework?\"}))\n", + "\n", + "print(response[0])" + ] + }, + { + "cell_type": "markdown", + "id": "a2174f54-fe68-450a-a087-8688dd9c6c27", + "metadata": {}, + "source": [ + "## Hugging Face" + ] + }, + { + "cell_type": "markdown", + "id": "a77fca4b-f64a-4004-bca6-dac2113993c9", + "metadata": {}, + "source": [ + "[Hugging Face](https://huggingface.co/) is a popular platform for hosting open source models, datasets, and code. To make API calls to HuggingFace, you must first register an account with Hugging Face and create a [Hugging Face API key](https://huggingface.co/settings/tokens) in your profile settings. You must also install the `huggingface` Python library.\n", + "\n", + "Given the diversity of models hosted on Hugging Face, it is important to read the documentation for individual models to understand the expected input and output formats, model-specific parameters, limitations, and best practices. See [Hugging Face Models](https://huggingface.co/models?sort=trending&search=huggingface) to browse the models available on Hugging Face. \n", + "\n", + "Note that some models require you to request access by visiting the model's repository site. Gated or private models require running the following:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "eccff6d0", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "ec04f3d9b4a941c9b344ac669998423e", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(HTML(value='
\\n' + message['content'] + eos_token }}\\n\"\n", + " \"{% elif message['role'] == 'system' %}\\n\"\n", + " \"{{ '<|system|>\\n' + message['content'] + eos_token }}\\n\"\n", + " \"{% elif message['role'] == 'assistant' %}\\n\"\n", + " \"{{ '<|assistant|>\\n' + message['content'] + eos_token }}\\n\"\n", + " \"{% endif %}\\n\"\n", + " \"{% if loop.last and add_generation_prompt %}\\n\"\n", + " \"{{ '<|assistant|>' }}\\n\"\n", + " \"{% endif %}\\n\"\n", + " \"{% endfor %}\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "513ebf70", + "metadata": {}, + "source": [ + "Now, we pass the Jinja template to the `chat_template` argument when we set up our `HuggingfaceChat` connector. Note that this argument was not used in the previous section because we used the native template. When we execute this code, ARTKIT will show a warning alerting us that we are overriding the native chat template with our custom template:" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "0724c4f2", + "metadata": {}, + "outputs": [], + "source": [ + "hf_chat_custom = ak.HuggingfaceChat(\n", + " model_id=\"HuggingFaceH4/zephyr-7b-beta\", \n", + " api_key_env=\"HF_TOKEN\",\n", + " chat_template=zephyr_template,\n", + " chat_template_params={\"add_generation_prompt\": True}\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "4bece5ce", + "metadata": {}, + "source": [ + "Now let's get a response from the model. Since our custom chat template is identical to the native template for `zephyr-7b`, the response should be identical:" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ae2c9913", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Tokenizer (HuggingFaceH4/zephyr-7b-beta) natively supports chat templates, but will be overridden by the given custom chat template.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4 is the answer to the mathematical expression \"2 + 2\". This is a basic arithmetic operation called addition, where you add two numbers (2 in this case) to get a sum (4).\n" + ] + } + ], + "source": [ + "response = await hf_chat_custom.get_response(\"What is 2 + 2?\")\n", + "\n", + "print(response[0])" + ] + }, + { + "cell_type": "markdown", + "id": "4a10c60f", + "metadata": {}, + "source": [ + "Looks like it worked! \n", + "\n", + "Chat templates are one of the more challenging aspects of working with Hugging Face models, but understanding how they work and using them correctly is necessary for anyone who wishes to tap into the vast Gen AI model landscape available on Hugging Face." + ] + }, + { + "cell_type": "markdown", + "id": "072084fb-f48f-4524-8ad2-0da7920cee7f", + "metadata": {}, + "source": [ + "## Concluding Remarks" + ] + }, + { + "cell_type": "markdown", + "id": "5f13522d-b80b-4cd7-8ad4-bd2205be3a7c", + "metadata": {}, + "source": [ + "We hope this tutorial helps ARTKIT users to leverage our asynchronous model connectors with confidence. We aim to keep this notebook updated with the latest ARTKIT model classes, but please note that the [API Reference](../../apidoc/artkit.rst) always contains the most comprehensive list of connectors and capabilities. \n", + "\n", + "If you find any bugs or feature limitations, please [open an issue](../../contributor_guide/how_to_contribute.rst#general-git-process) and we will follow up as soon as possible. If you need to a connector which is not supported by ARTKIT, our tutorial on [Creating New Model Classes](../advanced_tutorials/creating_new_model_classes.ipynb) provides guidance on how to build a custom connector class. If you create a connector which is likely to be useful for others, consider [Contributing](../../contributor_guide/index.rst) to ARTKIT!" + ] + }, + { + "cell_type": "markdown", + "id": "72a30718", + "metadata": {}, + "source": [] } - ], - "source": [ - "response = await hf_chat_native.get_response(\"What is 2 + 2?\")\n", - "\n", - "print(response[0])" - ] - }, - { - "cell_type": "markdown", - "id": "297c72cf", - "metadata": {}, - "source": [ - "This approach works for models that have a chat template defined in their `tokenizer_config.json` file, but what if the chat template parameter is empty? That's when custom chat templates are needed." - ] - }, - { - "cell_type": "markdown", - "id": "2edc2577", - "metadata": {}, - "source": [ - "### Custom chat templates" - ] - }, - { - "cell_type": "markdown", - "id": "c81c89f5", - "metadata": {}, - "source": [ - "For models without a chat template specified in the `tokenizer_config.json` file, it is essential to determine the expected template from another source. If you cannot find and specify a correct chat template, then the model is likely to return unexpected and unpredictable responses.\n", - "\n", - "We saw in the previous section that the `zephyr-7b` model has a native template defined, so we don't need to specify a custom template. However, for illustrative purposes, we will define and use a custom chat template for `zephyr-7b` using the ARTKIT `HuggingfaceChat` connector and confirm that it produces the same output as the native template approach. \n", - "\n", - "Here is the `zephyr-7b` chat template defined as a Python string:" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "bec68008", - "metadata": {}, - "outputs": [], - "source": [ - "zephyr_template = (\n", - " \"{% for message in messages %}\\n{% if message['role'] == 'user' %}\\n\"\n", - " \"{{ '<|user|>\\n' + message['content'] + eos_token }}\\n\"\n", - " \"{% elif message['role'] == 'system' %}\\n\"\n", - " \"{{ '<|system|>\\n' + message['content'] + eos_token }}\\n\"\n", - " \"{% elif message['role'] == 'assistant' %}\\n\"\n", - " \"{{ '<|assistant|>\\n' + message['content'] + eos_token }}\\n\"\n", - " \"{% endif %}\\n\"\n", - " \"{% if loop.last and add_generation_prompt %}\\n\"\n", - " \"{{ '<|assistant|>' }}\\n\"\n", - " \"{% endif %}\\n\"\n", - " \"{% endfor %}\"\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "513ebf70", - "metadata": {}, - "source": [ - "Now, we pass the Jinja template to the `chat_template` argument when we set up our `HuggingfaceChat` connector. Note that this argument was not used in the previous section because we used the native template. When we execute this code, ARTKIT will show a warning alerting us that we are overriding the native chat template with our custom template:" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "0724c4f2", - "metadata": {}, - "outputs": [], - "source": [ - "hf_chat_custom = ak.HuggingfaceChat(\n", - " model_id=\"HuggingFaceH4/zephyr-7b-beta\", \n", - " api_key_env=\"HF_TOKEN\",\n", - " chat_template=zephyr_template,\n", - " chat_template_params={\"add_generation_prompt\": True}\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "4bece5ce", - "metadata": {}, - "source": [ - "Now let's get a response from the model. Since our custom chat template is identical to the native template for `zephyr-7b`, the response should be identical:" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "ae2c9913", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Tokenizer (HuggingFaceH4/zephyr-7b-beta) natively supports chat templates, but will be overridden by the given custom chat template.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4 is the answer to the mathematical expression \"2 + 2\". This is a basic arithmetic operation called addition, where you add two numbers (2 in this case) to get a sum (4).\n" - ] + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.12.4" } - ], - "source": [ - "response = await hf_chat_custom.get_response(\"What is 2 + 2?\")\n", - "\n", - "print(response[0])" - ] - }, - { - "cell_type": "markdown", - "id": "4a10c60f", - "metadata": {}, - "source": [ - "Looks like it worked! \n", - "\n", - "Chat templates are one of the more challenging aspects of working with Hugging Face models, but understanding how they work and using them correctly is necessary for anyone who wishes to tap into the vast Gen AI model landscape available on Hugging Face." - ] - }, - { - "cell_type": "markdown", - "id": "072084fb-f48f-4524-8ad2-0da7920cee7f", - "metadata": {}, - "source": [ - "## Concluding Remarks" - ] - }, - { - "cell_type": "markdown", - "id": "5f13522d-b80b-4cd7-8ad4-bd2205be3a7c", - "metadata": {}, - "source": [ - "We hope this tutorial helps ARTKIT users to leverage our asynchronous model connectors with confidence. We aim to keep this notebook updated with the latest ARTKIT model classes, but please note that the [API Reference](../../apidoc/artkit.rst) always contains the most comprehensive list of connectors and capabilities. \n", - "\n", - "If you find any bugs or feature limitations, please [open an issue](../../contributor_guide/how_to_contribute.rst#general-git-process) and we will follow up as soon as possible. If you need to a connector which is not supported by ARTKIT, our tutorial on [Creating New Model Classes](../advanced_tutorials/creating_new_model_classes.ipynb) provides guidance on how to build a custom connector class. If you create a connector which is likely to be useful for others, consider [Contributing](../../contributor_guide/index.rst) to ARTKIT!" - ] - }, - { - "cell_type": "markdown", - "id": "72a30718", - "metadata": {}, - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "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": "3.11.7" - } - }, - "nbformat": 4, - "nbformat_minor": 5 + "nbformat": 4, + "nbformat_minor": 5 } diff --git a/src/artkit/__init__.py b/src/artkit/__init__.py index 81fc63b9..658cc114 100644 --- a/src/artkit/__init__.py +++ b/src/artkit/__init__.py @@ -26,4 +26,4 @@ remains synchronized with the latest codebase updates. """ -__version__ = "1.0.6" +__version__ = "1.0.7" diff --git a/src/artkit/api.py b/src/artkit/api.py index 553c7017..0037c4e5 100644 --- a/src/artkit/api.py +++ b/src/artkit/api.py @@ -50,6 +50,7 @@ from .model.llm.multi_turn import * from .model.llm.openai import * from .model.llm.util import * +from .model.llm.vertexai import * from .model.vision import * from .model.vision.base import VisionModel from .model.vision.openai import * diff --git a/src/artkit/model/llm/gemini/_gemini.py b/src/artkit/model/llm/gemini/_gemini.py index d17af581..f92a6dcf 100644 --- a/src/artkit/model/llm/gemini/_gemini.py +++ b/src/artkit/model/llm/gemini/_gemini.py @@ -135,7 +135,7 @@ def get_model_params(self) -> Mapping[str, Any]: def _make_client(self) -> GenerativeModel: # pragma: no cover configure(api_key=self.get_api_key()) - return GenerativeModel(self.model_id) + return GenerativeModel(self.model_id, system_instruction=self.system_prompt) def _get_safety_settings(self) -> dict[str, str] | None: """ diff --git a/src/artkit/model/llm/vertexai/__init__.py b/src/artkit/model/llm/vertexai/__init__.py new file mode 100644 index 00000000..8e797528 --- /dev/null +++ b/src/artkit/model/llm/vertexai/__init__.py @@ -0,0 +1,21 @@ +# ----------------------------------------------------------------------------- +# © 2024 Boston Consulting Group. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ----------------------------------------------------------------------------- + +""" +Base classes for Vertex AI LLM connection +""" + +from ._vertexai import * diff --git a/src/artkit/model/llm/vertexai/_vertexai.py b/src/artkit/model/llm/vertexai/_vertexai.py new file mode 100644 index 00000000..052ee148 --- /dev/null +++ b/src/artkit/model/llm/vertexai/_vertexai.py @@ -0,0 +1,233 @@ +# ----------------------------------------------------------------------------- +# © 2024 Boston Consulting Group. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ----------------------------------------------------------------------------- + +""" +VertexAI LLM systems. +""" +from __future__ import annotations + +import logging +from abc import ABCMeta +from collections.abc import Mapping +from contextlib import AsyncExitStack +from typing import Any, TypeVar + +from artkit.model.llm.history._history import ChatHistory +from pytools.api import MissingClassMeta, appenddoc, inheritdoc, subsdoc + +from ...util import RateLimitException +from ..base import ChatModelConnector + +logger = logging.getLogger(__name__) + +__all__ = ["VertexAIChat"] + +try: + # vertexai is installed as part of pip installing google-cloud-aiplatform. + # We recommend this instead of installing vertexai individually because the + # standalone vertexai package is not available in conda and our repo utilizes + # conda builds/tests + + import vertexai # type: ignore + from google.api_core.exceptions import TooManyRequests + from vertexai.generative_models import ( # type: ignore + Content, + GenerativeModel, + Part, + ) + +except ImportError: # pragma: no cover + + class vertexai(metaclass=MissingClassMeta, module="vertexai"): # type: ignore + """Placeholder class for missing ``vertexai`` module.""" + + class TooManyRequests(metaclass=MissingClassMeta, module="google.api_core.exceptions"): # type: ignore + """Placeholder class for missing ``TooManyRequests`` class.""" + + class Content(metaclass=MissingClassMeta, module="vertexai.generative_models"): # type: ignore + """Placeholder class for missing ``Content`` class.""" + + class GenerativeModel(metaclass=MissingClassMeta, module="vertexai.generative_models"): # type: ignore + """Placeholder class for missing ``GenerativeModel`` class.""" + + class Part(metaclass=MissingClassMeta, module="vertexai.generative_models"): # type: ignore + """Placeholder class for missing ``Part`` class.""" + + +# +# Type variables +# + +T_VertexAIChat = TypeVar("T_VertexAIChat", bound="VertexAIChat") + +# +# Class declarations +# + + +@inheritdoc(match="""[see superclass]""") +class VertexAIChat(ChatModelConnector[GenerativeModel], metaclass=ABCMeta): + """ + Base class for Vertex AI LLMs. + """ + + region: str | None + gcp_project_id: str | None + #: If ``False``, disable all accessible safety categories; otherwise, enable them. + safety: bool + + @classmethod + def get_default_api_key_env(cls) -> str: + """[see superclass]""" + return "" + + def _make_client(self) -> GenerativeModel: # pragma: no cover + """ + This method handles the authentication and connection to the Vertex AI. It + assumes you have followed the instructions in + sphinx/source/user_guide/introduction_to_artkit/connecting_to_genai_models.ipynb + to setup Application Default Credentials(ADC) to access GCP. + """ + vertexai.init(project=self.gcp_project_id, location=self.region) + return GenerativeModel(self.model_id, system_instruction=self.system_prompt) + + def get_model_params(self) -> Mapping[str, Any]: + """[see superclass]""" + return dict(**super().get_model_params(), safety=self.safety) + + @subsdoc( + # The pattern matches the row defining model_params, and move it to the end + # of the docstring. + pattern=r"(:param model_params: .*\n)((:?.|\n)*\S)(\n|\s)*", + replacement=r"\2\1", + ) + @appenddoc(to=ChatModelConnector.__init__) + def __init__( + self, + *, + model_id: str, + api_key_env: str | None = None, + initial_delay: float = 1, + exponential_base: float = 2, + jitter: bool = True, + max_retries: int = 10, + system_prompt: str | None = None, + region: str | None = None, + gcp_project_id: str, + safety: bool = True, + **model_params: Any, + ) -> None: + """ + :param region: The specific GCP region to connect to. + :param gcp_project_id: The GCP project ID. + :param safety: Safety settings for the model. + """ + super().__init__( + model_id=model_id, + api_key_env=api_key_env, + initial_delay=initial_delay, + exponential_base=exponential_base, + jitter=jitter, + max_retries=max_retries, + system_prompt=system_prompt, + **model_params, + ) + self.region = region if region else "us-east1" + self.gcp_project_id = gcp_project_id + self.safety = safety + + def _get_safety_settings(self) -> dict[str, str] | None: + """ + Get safety settings for Gemini. + + :return: a list of dicts describing safety settings by harm category + """ + + if self.safety: + return None + else: + return { + "HARM_CATEGORY_HARASSMENT": "BLOCK_NONE", + "HARM_CATEGORY_HATE_SPEECH": "BLOCK_NONE", + "HARM_CATEGORY_SEXUALLY_EXPLICIT": "BLOCK_NONE", + "HARM_CATEGORY_DANGEROUS_CONTENT": "BLOCK_NONE", + } + + @staticmethod + def _messages_to_vertexai_format( + user_message: str, *, history: ChatHistory | None = None + ) -> list[Content]: + """ + Get the messages to send to the Vertex AI LLM, based on the given user prompt + and chat history, and the system prompt for this LLM. + + :param user_message: the user prompt to send to the Vertex AI LLM + :param history: the chat history to include in the messages (optional) + :return: the messages object, in the format expected by the Vertex AI API + """ + messages = [] + + if history is not None: + for message in history: + messages.append( + Content(role="user", parts=[Part.from_text(content=message)]) + ) + + messages.append(Content(role="user", parts=[Part.from_text(user_message)])) + return messages + + async def get_response( + self, + message: str, + *, + history: ChatHistory | None = None, + **model_params: dict[str, Any], + ) -> list[str]: + """ + Send a message to the Vertex AI model and get a response. + + :param message: The input message to send to the model. + :param history: The conversation history. + :param model_params: Additional parameters to pass to the model. + :return: The model's response. + """ + async with AsyncExitStack(): + formatted_messages = self._messages_to_vertexai_format( + message, history=history + ) + + # _make_client creates a new instance of the client connection, + # while get_client uses a cached instance of the client connection. + # We use _make_client for Vertex and Gemini because we can only + # initialize the system prompt when the client is created. + + client = self._make_client() + try: + response = await client.generate_content_async( + contents=formatted_messages, + safety_settings=self._get_safety_settings(), + ) + + except TooManyRequests as e: + raise RateLimitException( + "Rate limit exceeded. Please try again later." + ) from e + + return [ + part.text + for candidate in response.candidates + for part in candidate.content.parts + ] diff --git a/test/artkit_test/model/llm/test_vertexai.py b/test/artkit_test/model/llm/test_vertexai.py new file mode 100644 index 00000000..dbceb88d --- /dev/null +++ b/test/artkit_test/model/llm/test_vertexai.py @@ -0,0 +1,147 @@ +from unittest.mock import AsyncMock, MagicMock, patch + +import pytest +from google.api_core.exceptions import TooManyRequests + +from artkit.model.llm.vertexai._vertexai import VertexAIChat +from artkit.model.util import RateLimitException + +_ = pytest.importorskip("vertexai") + + +@pytest.mark.asyncio +async def test_vertexai(vertex_chat: VertexAIChat) -> None: + # Mock Vertex AI Client + with patch( + "artkit.model.llm.vertexai._vertexai.GenerativeModel" + ) as mock_get_client: + # Mock Vertex AI Client response + mock_response = AsyncMock( + return_value=AsyncMock( + candidates=[ + MagicMock(content=MagicMock(parts=[MagicMock(text="blue")])) + ] + ) + ) + + # Set mock response as return value + mock_get_client.return_value.generate_content_async = mock_response + + # Call mocked model + messages = await vertex_chat.get_response( + message="What color is the sky? Please answer in one word." + ) + assert "blue" in messages[0].lower() + + +@pytest.mark.asyncio +async def test_vertexai_retry( + vertex_chat: VertexAIChat, caplog: pytest.LogCaptureFixture +) -> None: + # Mock Vertex AI Client + with patch( + "artkit.model.llm.vertexai._vertexai.GenerativeModel" + ) as mock_get_client: + # Set mock response as return value + mock_get_client.return_value.generate_content_async.side_effect = ( + TooManyRequests("Rate limit error") + ) + + with pytest.raises(RateLimitException): + # Call mocked model + await vertex_chat.get_response( + message="What color is the sky? Please answer in one word." + ) + assert ( + mock_get_client.return_value.generate_content_async.call_count + == vertex_chat.max_retries + ) + assert ( + len( + [ + record + for record in caplog.records + if record.message.startswith("Rate limit exceeded") + ] + ) + == vertex_chat.max_retries + ) + + +FIRST_SYSTEM_PROMPT = ( + "Your name is first bot, and you are helpful, creative, clever, and very friendly." +) +SECOND_SYSTEM_PROMPT = ( + "Your name is second bot, and you are mean, snarky and misleading." +) + + +@pytest.mark.asyncio +async def test_vertexai_different_system_prompts() -> None: + # Create two instances of VertexAIChat with different system prompts + first_chat = VertexAIChat( + model_id="gemini-1.5-pro", + gcp_project_id="gcp-project", + ).with_system_prompt(FIRST_SYSTEM_PROMPT) + second_chat = VertexAIChat( + model_id="gemini-1.5-pro", + gcp_project_id="gcp-project", + ).with_system_prompt(SECOND_SYSTEM_PROMPT) + + # Mock Vertex AI Client + with patch( + "artkit.model.llm.vertexai._vertexai.GenerativeModel" + ) as mock_get_client: + # Mock responses for each instance + mock_first_response = AsyncMock( + return_value=AsyncMock( + candidates=[ + MagicMock( + content=MagicMock( + parts=[MagicMock(text="Because it is filled with joy")] + ) + ) + ] + ) + ) + mock_second_response = AsyncMock( + return_value=AsyncMock( + candidates=[ + MagicMock( + content=MagicMock( + parts=[ + MagicMock(text="Because you don't understand colors") + ] + ) + ) + ] + ) + ) + + # Assign the mock responses to the respective instances + mock_get_client.return_value.generate_content_async.side_effect = [ + mock_first_response(), # Response for first_chat + mock_second_response(), # Response for second_chat + ] + + # Call mocked models + first_response = await first_chat.get_response(message="Why is the sky green?") + second_response = await second_chat.get_response( + message="Why is the sky green?" + ) + + # Assert that the responses are as expected based on the system prompts + assert "filled with joy" in first_response[0].lower() + assert "don't understand colors" in second_response[0].lower() + + +@pytest.fixture +def vertex_chat() -> VertexAIChat: + return VertexAIChat( + model_id="gemini-1.5-pro", + gcp_project_id="gcp-project", + max_output_tokens=10, + max_retries=2, + initial_delay=0.1, + exponential_base=1.5, + ) diff --git a/tox.ini b/tox.ini index 788f237e..81ff2e85 100644 --- a/tox.ini +++ b/tox.ini @@ -50,6 +50,7 @@ deps= transformers boto3 moto + google-cloud-aiplatform [testenv:py3-custom-deps] # This environment uses custom versions of dependencies that are explicitly set in the @@ -71,6 +72,7 @@ deps = transformers{env:ARTKIT_V_TRANSFORMERS} boto3{env:ARTKIT_V_BOTO3} moto{env:ARTKIT_V_MOTO} + google-cloud-aiplatform{env:ARTKIT_V_GOOGLE_CLOUD_AIPLATFORM} [flake8]