Files
crewAI/pyproject.toml
devin-ai-integration[bot] 807c13e144 Add support for custom LLM implementations (#2277)
* Add support for custom LLM implementations

Co-Authored-By: Joe Moura <joao@crewai.com>

* Fix import sorting and type annotations

Co-Authored-By: Joe Moura <joao@crewai.com>

* Fix linting issues with import sorting

Co-Authored-By: Joe Moura <joao@crewai.com>

* Fix type errors in crew.py by updating tool-related methods to return List[BaseTool]

Co-Authored-By: Joe Moura <joao@crewai.com>

* Enhance custom LLM implementation with better error handling, documentation, and test coverage

Co-Authored-By: Joe Moura <joao@crewai.com>

* Refactor LLM module by extracting BaseLLM to a separate file

This commit moves the BaseLLM abstract base class from llm.py to a new file llms/base_llm.py to improve code organization. The changes include:

- Creating a new file src/crewai/llms/base_llm.py
- Moving the BaseLLM class to the new file
- Updating imports in __init__.py and llm.py to reflect the new location
- Updating test cases to use the new import path

The refactoring maintains the existing functionality while improving the project's module structure.

* Add AISuite LLM support and update dependencies

- Integrate AISuite as a new third-party LLM option
- Update pyproject.toml and uv.lock to include aisuite package
- Modify BaseLLM to support more flexible initialization
- Remove unnecessary LLM imports across multiple files
- Implement AISuiteLLM with basic chat completion functionality

* Update AISuiteLLM and LLM utility type handling

- Modify AISuiteLLM to support more flexible input types for messages
- Update type hints in AISuiteLLM to allow string or list of message dictionaries
- Enhance LLM utility function to support broader LLM type annotations
- Remove default `self.stop` attribute from BaseLLM initialization

* Update LLM imports and type hints across multiple files

- Modify imports in crew_chat.py to use LLM instead of BaseLLM
- Update type hints in llm_utils.py to use LLM type
- Add optional `stop` parameter to BaseLLM initialization
- Refactor type handling for LLM creation and usage

* Improve stop words handling in CrewAgentExecutor

- Add support for handling existing stop words in LLM configuration
- Ensure stop words are correctly merged and deduplicated
- Update type hints to support both LLM and BaseLLM types

* Remove abstract method set_callbacks from BaseLLM class

* Enhance CustomLLM and JWTAuthLLM initialization with model parameter

- Update CustomLLM to accept a model parameter during initialization
- Modify test cases to include the new model argument
- Ensure JWTAuthLLM and TimeoutHandlingLLM also utilize the model parameter in their constructors
- Update type hints in create_llm function to support both LLM and BaseLLM types

* Enhance create_llm function to support BaseLLM type

- Update the create_llm function to accept both LLM and BaseLLM instances
- Ensure compatibility with existing LLM handling logic

* Update type hint for initialize_chat_llm to support BaseLLM

- Modify the return type of initialize_chat_llm function to allow for both LLM and BaseLLM instances
- Ensure compatibility with recent changes in create_llm function

* Refactor AISuiteLLM to include tools parameter in completion methods

- Update the _prepare_completion_params method to accept an optional tools parameter
- Modify the chat completion method to utilize the new tools parameter for enhanced functionality
- Clean up print statements for better code clarity

* Remove unused tool_calls handling in AISuiteLLM chat completion method for cleaner code.

* Refactor Crew class and LLM hierarchy for improved type handling and code clarity

- Update Crew class methods to enhance readability with consistent formatting and type hints.
- Change LLM class to inherit from BaseLLM for better structure.
- Remove unnecessary type checks and streamline tool handling in CrewAgentExecutor.
- Adjust BaseLLM to provide default implementations for stop words and context window size methods.
- Clean up AISuiteLLM by removing unused methods related to stop words and context window size.

* Remove unused `stream` method from `BaseLLM` class to enhance code clarity and maintainability.

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Joe Moura <joao@crewai.com>
Co-authored-by: Lorenze Jay <lorenzejaytech@gmail.com>
Co-authored-by: João Moura <joaomdmoura@gmail.com>
Co-authored-by: Brandon Hancock (bhancock_ai) <109994880+bhancockio@users.noreply.github.com>
2025-03-25 12:39:08 -04:00

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2.3 KiB
TOML

[project]
name = "crewai"
version = "0.108.0"
description = "Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks."
readme = "README.md"
requires-python = ">=3.10,<3.13"
authors = [
{ name = "Joao Moura", email = "joao@crewai.com" }
]
dependencies = [
# Core Dependencies
"pydantic>=2.4.2",
"openai>=1.13.3",
"litellm==1.60.2",
"instructor>=1.3.3",
# Text Processing
"pdfplumber>=0.11.4",
"regex>=2024.9.11",
# Telemetry and Monitoring
"opentelemetry-api>=1.30.0",
"opentelemetry-sdk>=1.30.0",
"opentelemetry-exporter-otlp-proto-http>=1.30.0",
# Data Handling
"chromadb>=0.5.23",
"openpyxl>=3.1.5",
"pyvis>=0.3.2",
# Authentication and Security
"auth0-python>=4.7.1",
"python-dotenv>=1.0.0",
# Configuration and Utils
"click>=8.1.7",
"appdirs>=1.4.4",
"jsonref>=1.1.0",
"json-repair>=0.25.2",
"uv>=0.4.25",
"tomli-w>=1.1.0",
"tomli>=2.0.2",
"blinker>=1.9.0",
"json5>=0.10.0",
]
[project.urls]
Homepage = "https://crewai.com"
Documentation = "https://docs.crewai.com"
Repository = "https://github.com/crewAIInc/crewAI"
[project.optional-dependencies]
tools = ["crewai-tools>=0.37.0"]
embeddings = [
"tiktoken~=0.7.0"
]
agentops = ["agentops>=0.3.0"]
fastembed = ["fastembed>=0.4.1"]
pdfplumber = [
"pdfplumber>=0.11.4",
]
pandas = [
"pandas>=2.2.3",
]
openpyxl = [
"openpyxl>=3.1.5",
]
mem0 = ["mem0ai>=0.1.29"]
docling = [
"docling>=2.12.0",
]
aisuite = [
"aisuite>=0.1.10",
]
[tool.uv]
dev-dependencies = [
"ruff>=0.8.2",
"mypy>=1.10.0",
"pre-commit>=3.6.0",
"mkdocs>=1.4.3",
"mkdocstrings>=0.22.0",
"mkdocstrings-python>=1.1.2",
"mkdocs-material>=9.5.7",
"mkdocs-material-extensions>=1.3.1",
"pillow>=10.2.0",
"cairosvg>=2.7.1",
"pytest>=8.0.0",
"pytest-vcr>=1.0.2",
"python-dotenv>=1.0.0",
"pytest-asyncio>=0.23.7",
"pytest-subprocess>=1.5.2",
]
[project.scripts]
crewai = "crewai.cli.cli:crewai"
[tool.mypy]
ignore_missing_imports = true
disable_error_code = 'import-untyped'
exclude = ["cli/templates"]
[tool.bandit]
exclude_dirs = ["src/crewai/cli/templates"]
[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"