From 07c0163db05e27335e160129b77edd60a52a53e2 Mon Sep 17 00:00:00 2001
From: Vidit-Ostwal <viditostwal@gmail.com>
Date: Tue, 11 Mar 2025 21:17:59 +0530
Subject: [PATCH 1/3] Fixed no session issue while using bedrock
---
.../utilities/embedding_configurator.py | 28 +++++++++++++++++--
1 file changed, 26 insertions(+), 2 deletions(-)
diff --git a/src/crewai/utilities/embedding_configurator.py b/src/crewai/utilities/embedding_configurator.py
index e523b60f03..987b37e125 100644
--- a/src/crewai/utilities/embedding_configurator.py
+++ b/src/crewai/utilities/embedding_configurator.py
@@ -1,4 +1,7 @@
import os
+
+import boto3
+
from typing import Any, Dict, Optional, cast
from chromadb import Documents, EmbeddingFunction, Embeddings
@@ -154,11 +157,32 @@ def _configure_bedrock(config, model_name):
from chromadb.utils.embedding_functions.amazon_bedrock_embedding_function import (
AmazonBedrockEmbeddingFunction,
)
-
+ # Check if session is provided in config
+ session = config.get("session")
+
+ # If no session, try to create one from environment variables
+ if session is None:
+ required_env_vars = ["AWS_ACCESS_KEY_ID", "AWS_SECRET_ACCESS_KEY", "AWS_REGION_NAME"]
+ missing_vars = [var for var in required_env_vars if not os.getenv(var)]
+
+ if missing_vars:
+ raise ValueError(
+ f"Missing required environment variables: {', '.join(missing_vars)}. "
+ f"Either provide a boto3 session in embedding_config or set these environment variables."
+ )
+
+ # Create session from environment variables
+ session = boto3.Session(
+ aws_access_key_id=os.getenv("AWS_ACCESS_KEY_ID"),
+ aws_secret_access_key=os.getenv("AWS_SECRET_ACCESS_KEY"),
+ region_name=os.getenv("AWS_REGION_NAME")
+ )
+
# Allow custom model_name override with backwards compatibility
- kwargs = {"session": config.get("session")}
+ kwargs = {"session": session}
if model_name is not None:
kwargs["model_name"] = model_name
+
return AmazonBedrockEmbeddingFunction(**kwargs)
@staticmethod
From 8e9f6025a93dce42d1f060e49a8c11cf7c03f6c3 Mon Sep 17 00:00:00 2001
From: Vidit-Ostwal <viditostwal@gmail.com>
Date: Tue, 11 Mar 2025 21:19:49 +0530
Subject: [PATCH 2/3] Fixed ruff issues
---
src/crewai/utilities/embedding_configurator.py | 4 +---
1 file changed, 1 insertion(+), 3 deletions(-)
diff --git a/src/crewai/utilities/embedding_configurator.py b/src/crewai/utilities/embedding_configurator.py
index 987b37e125..21e3b2dbd5 100644
--- a/src/crewai/utilities/embedding_configurator.py
+++ b/src/crewai/utilities/embedding_configurator.py
@@ -1,9 +1,7 @@
import os
-
-import boto3
-
from typing import Any, Dict, Optional, cast
+import boto3
from chromadb import Documents, EmbeddingFunction, Embeddings
from chromadb.api.types import validate_embedding_function
From 781eb69608cf1018f8fe82eea00392371fe40d58 Mon Sep 17 00:00:00 2001
From: Vidit-Ostwal <viditostwal@gmail.com>
Date: Tue, 11 Mar 2025 21:59:59 +0530
Subject: [PATCH 3/3] Added boto3 and botocore to project.toml
---
pyproject.toml | 1 +
uv.lock | 150 +++++++++++++++++++++++++++++--------------------
2 files changed, 89 insertions(+), 62 deletions(-)
diff --git a/pyproject.toml b/pyproject.toml
index ba6bdcccc2..c542fb4919 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -37,6 +37,7 @@ dependencies = [
"tomli>=2.0.2",
"blinker>=1.9.0",
"json5>=0.10.0",
+ "boto3>=1.37.10",
]
[project.urls]
diff --git a/uv.lock b/uv.lock
index 7a0140f1d6..43c978c5c0 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,42 +1,19 @@
version = 1
requires-python = ">=3.10, <3.13"
resolution-markers = [
- "python_full_version < '3.11' and platform_system == 'Darwin' and sys_platform == 'darwin'",
- "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
- "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version < '3.11' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
- "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
- "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
- "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
- "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
- "python_full_version < '3.11' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
- "(python_full_version < '3.11' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version < '3.11' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
- "python_full_version == '3.11.*' and platform_system == 'Darwin' and sys_platform == 'darwin'",
- "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
- "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version == '3.11.*' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
- "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
- "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
- "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
- "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
- "python_full_version == '3.11.*' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
- "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version == '3.11.*' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
- "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system == 'Darwin' and sys_platform == 'darwin'",
- "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
- "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
- "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
- "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
- "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
- "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
- "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
- "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
- "python_full_version >= '3.12.4' and platform_system == 'Darwin' and sys_platform == 'darwin'",
- "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'darwin'",
- "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform == 'darwin') or (python_full_version >= '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'darwin')",
- "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Darwin' and sys_platform == 'linux'",
- "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform == 'linux'",
- "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform == 'linux'",
- "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_system == 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_system == 'Darwin' and sys_platform != 'darwin' and sys_platform != 'linux')",
- "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and platform_system == 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux'",
- "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and platform_system != 'Darwin' and sys_platform != 'darwin') or (python_full_version >= '3.12.4' and platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'darwin' and sys_platform != 'linux')",
+ "python_full_version < '3.11' and sys_platform == 'darwin'",
+ "python_version < '0'",
+ "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+ "(python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform != 'darwin' and sys_platform != 'linux')",
+ "python_full_version == '3.11.*' and sys_platform == 'darwin'",
+ "python_full_version == '3.11.*' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+ "(python_full_version == '3.11.*' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version == '3.11.*' and sys_platform != 'darwin' and sys_platform != 'linux')",
+ "python_full_version >= '3.12' and python_full_version < '3.12.4' and sys_platform == 'darwin'",
+ "python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+ "(python_full_version >= '3.12' and python_full_version < '3.12.4' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version >= '3.12' and python_full_version < '3.12.4' and sys_platform != 'darwin' and sys_platform != 'linux')",
+ "python_full_version >= '3.12.4' and sys_platform == 'darwin'",
+ "python_full_version >= '3.12.4' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+ "(python_full_version >= '3.12.4' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version >= '3.12.4' and sys_platform != 'darwin' and sys_platform != 'linux')",
]
[[package]]
@@ -328,12 +305,40 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/10/cb/f2ad4230dc2eb1a74edf38f1a38b9b52277f75bef262d8908e60d957e13c/blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc", size = 8458 },
]
+[[package]]
+name = "boto3"
+version = "1.37.10"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+ { name = "botocore" },
+ { name = "jmespath" },
+ { name = "s3transfer" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/08/65/9bb28b0297a1cefd912fb6974a4231d581fb3188707526e7601c3ccdf6dd/boto3-1.37.10.tar.gz", hash = "sha256:0c6eb8191b1ea4c7a139e56425399405d46e86c7e814ef497176b9af1f7ca056", size = 111331 }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/f7/ed/013209af8268b0d8544bdac128aca9970295bd5b95d89f9204c4d3d0fe7b/boto3-1.37.10-py3-none-any.whl", hash = "sha256:fc649fb4c9521f60660fd562d6bf2034753832968b0c93ec60ad30634afb1b0f", size = 139551 },
+]
+
+[[package]]
+name = "botocore"
+version = "1.37.10"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+ { name = "jmespath" },
+ { name = "python-dateutil" },
+ { name = "urllib3" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/6d/16/c782d8bb598da5e123cf6208bbe6527b5c391c81ae73f9fa7371a6f1820f/botocore-1.37.10.tar.gz", hash = "sha256:ab311982a9872eeb4e71906d3e3fcd2ba331a869d0fed16836ade7ce2e58bcea", size = 13636458 }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/56/82/86d1108838084cc591add7bf09762bdb0bbeeaf7f23e1a1b582b6f657978/botocore-1.37.10-py3-none-any.whl", hash = "sha256:7515c8dfaaf5ba02604db9cf73c172615afee976136f31d8aec628629f24029f", size = 13406391 },
+]
+
[[package]]
name = "build"
version = "1.2.2.post1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
- { name = "colorama", marker = "os_name == 'nt'" },
+ { name = "colorama", marker = "(os_name == 'nt' and platform_machine != 'aarch64' and sys_platform == 'linux') or (os_name == 'nt' and sys_platform != 'darwin' and sys_platform != 'linux')" },
{ name = "importlib-metadata", marker = "python_full_version < '3.10.2'" },
{ name = "packaging" },
{ name = "pyproject-hooks" },
@@ -568,7 +573,7 @@ name = "click"
version = "8.1.8"
source = { registry = "https://pypi.org/simple" }
dependencies = [
- { name = "colorama", marker = "platform_system == 'Windows'" },
+ { name = "colorama", marker = "sys_platform == 'win32'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/b9/2e/0090cbf739cee7d23781ad4b89a9894a41538e4fcf4c31dcdd705b78eb8b/click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a", size = 226593 }
wheels = [
@@ -625,6 +630,7 @@ dependencies = [
{ name = "appdirs" },
{ name = "auth0-python" },
{ name = "blinker" },
+ { name = "boto3" },
{ name = "chromadb" },
{ name = "click" },
{ name = "instructor" },
@@ -701,6 +707,7 @@ requires-dist = [
{ name = "appdirs", specifier = ">=1.4.4" },
{ name = "auth0-python", specifier = ">=4.7.1" },
{ name = "blinker", specifier = ">=1.9.0" },
+ { name = "boto3", specifier = ">=1.37.10" },
{ name = "chromadb", specifier = ">=0.5.23" },
{ name = "click", specifier = ">=8.1.7" },
{ name = "crewai-tools", marker = "extra == 'tools'", specifier = ">=0.37.0" },
@@ -1966,6 +1973,15 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/15/81/296b1e25c43db67848728cdab34ac3eb5c5cbb4955ceb3f51ae60d4a5e3d/jiter-0.5.0-cp312-none-win_amd64.whl", hash = "sha256:a586832f70c3f1481732919215f36d41c59ca080fa27a65cf23d9490e75b2ef5", size = 189720 },
]
+[[package]]
+name = "jmespath"
+version = "1.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/00/2a/e867e8531cf3e36b41201936b7fa7ba7b5702dbef42922193f05c8976cd6/jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe", size = 25843 }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/31/b4/b9b800c45527aadd64d5b442f9b932b00648617eb5d63d2c7a6587b7cafc/jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980", size = 20256 },
+]
+
[[package]]
name = "json-repair"
version = "0.30.0"
@@ -2500,7 +2516,7 @@ version = "1.6.1"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "click" },
- { name = "colorama", marker = "platform_system == 'Windows'" },
+ { name = "colorama", marker = "sys_platform == 'win32'" },
{ name = "ghp-import" },
{ name = "jinja2" },
{ name = "markdown" },
@@ -2681,7 +2697,7 @@ version = "2.10.2"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "pygments" },
- { name = "pywin32", marker = "platform_system == 'Windows'" },
+ { name = "pywin32", marker = "sys_platform == 'win32'" },
{ name = "tqdm" },
]
sdist = { url = "https://files.pythonhosted.org/packages/3a/93/80ac75c20ce54c785648b4ed363c88f148bf22637e10c9863db4fbe73e74/mpire-2.10.2.tar.gz", hash = "sha256:f66a321e93fadff34585a4bfa05e95bd946cf714b442f51c529038eb45773d97", size = 271270 }
@@ -2928,7 +2944,7 @@ name = "nvidia-cudnn-cu12"
version = "9.1.0.70"
source = { registry = "https://pypi.org/simple" }
dependencies = [
- { name = "nvidia-cublas-cu12", marker = "(platform_machine != 'aarch64' and platform_system != 'Darwin') or (platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'linux')" },
+ { name = "nvidia-cublas-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
]
wheels = [
{ url = "https://files.pythonhosted.org/packages/9f/fd/713452cd72343f682b1c7b9321e23829f00b842ceaedcda96e742ea0b0b3/nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl", hash = "sha256:165764f44ef8c61fcdfdfdbe769d687e06374059fbb388b6c89ecb0e28793a6f", size = 664752741 },
@@ -2955,9 +2971,9 @@ name = "nvidia-cusolver-cu12"
version = "11.4.5.107"
source = { registry = "https://pypi.org/simple" }
dependencies = [
- { name = "nvidia-cublas-cu12", marker = "(platform_machine != 'aarch64' and platform_system != 'Darwin') or (platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'linux')" },
- { name = "nvidia-cusparse-cu12", marker = "(platform_machine != 'aarch64' and platform_system != 'Darwin') or (platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'linux')" },
- { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine != 'aarch64' and platform_system != 'Darwin') or (platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'linux')" },
+ { name = "nvidia-cublas-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+ { name = "nvidia-cusparse-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+ { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
]
wheels = [
{ url = "https://files.pythonhosted.org/packages/bc/1d/8de1e5c67099015c834315e333911273a8c6aaba78923dd1d1e25fc5f217/nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl", hash = "sha256:8a7ec542f0412294b15072fa7dab71d31334014a69f953004ea7a118206fe0dd", size = 124161928 },
@@ -2968,7 +2984,7 @@ name = "nvidia-cusparse-cu12"
version = "12.1.0.106"
source = { registry = "https://pypi.org/simple" }
dependencies = [
- { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine != 'aarch64' and platform_system != 'Darwin') or (platform_system != 'Darwin' and platform_system != 'Linux' and sys_platform != 'linux')" },
+ { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine != 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
]
wheels = [
{ url = "https://files.pythonhosted.org/packages/65/5b/cfaeebf25cd9fdec14338ccb16f6b2c4c7fa9163aefcf057d86b9cc248bb/nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl", hash = "sha256:f3b50f42cf363f86ab21f720998517a659a48131e8d538dc02f8768237bd884c", size = 195958278 },
@@ -2979,7 +2995,6 @@ name = "nvidia-nccl-cu12"
version = "2.20.5"
source = { registry = "https://pypi.org/simple" }
wheels = [
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