* 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>
Here is the optimized version of the `Repository` class.
Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com>
Co-authored-by: Brandon Hancock (bhancock_ai) <109994880+bhancockio@users.noreply.github.com>
This PR addresses an issue with the crewai run command following the creation of a flow project. Previously, the update command interfered with execution, causing it not to work as expected. With these changes, the command now runs according to the instructions in the readme.md, and it also improves deployment support when using CrewAI Cloud.
Co-authored-by: Brandon Hancock (bhancock_ai) <109994880+bhancockio@users.noreply.github.com>
* Update constants.py
This PR updates the list of foundation models available in Amazon Bedrock to reflect the latest offerings.
* Update constants.py with inference profiles
Add the cross-region inference profiles to increase throughput and improve resiliency by routing your requests across multiple AWS Regions during peak utilization bursts.
* Update constants.py
Fix the model order
---------
Co-authored-by: Brandon Hancock (bhancock_ai) <109994880+bhancockio@users.noreply.github.com>
* Fixed the issue 2123 around memory command with CLI
* Fixed typo, added the recommendations
* Fixed Typo
* Fixed lint issue
* Fixed the print statement to include path as well
---------
Co-authored-by: Brandon Hancock (bhancock_ai) <109994880+bhancockio@users.noreply.github.com>
* clean up. fix type safety. address memory config docs
* improve manager
* Include fix for o1 models not supporting system messages
* more broad with o1
* address fix: Typo in expected_output string #2045
* drop prints
* drop prints
* wip
* wip
* fix failing memory tests
* Fix memory provider issue
* clean up short term memory
* revert ltm
* drop
* clean up linting issues
* more linting
* Added reset memories function inside crew class
* Fixed typos
* Refractored the code
* Refactor memory reset functionality in Crew class
- Improved error handling and logging for memory reset operations
- Added private methods to modularize memory reset logic
- Enhanced type hints and docstrings
- Updated CLI reset memories command to use new Crew method
- Added utility function to get crew instance in CLI utils
* fix linting issues
* knowledge: Add null check in reset method for storage
* cli: Update memory reset tests to use Crew's reset_memories method
* cli: Enhance memory reset command with improved error handling and validation
---------
Co-authored-by: Lorenze Jay <lorenzejaytech@gmail.com>
Co-authored-by: Brandon Hancock (bhancock_ai) <109994880+bhancockio@users.noreply.github.com>
* wip
* More clean up
* Fix error
* clean up test
* Improve chat calling messages
* crewai chat improvements
* working but need to clean up
* Clean up chat
* worked on foundation for new conversational crews. Now going to work on chatting.
* core loop should be working and ready for testing.
* high level chat working
* its alive!!
* Added in Joaos feedback to steer crew chats back towards the purpose of the crew
* properly return tool call result
* accessing crew directly instead of through uv commands
* everything is working for conversation now
* Fix linting
* fix llm_utils.py and other type errors
* fix more type errors
* fixing type error
* More fixing of types
* fix failing tests
* Fix more failing tests
* adding tests. cleaing up pr.
* improve
* drop old functions
* improve type hintings
* drop 3.13
* revert
* Drop test cassette that was causing error
* trying to fix failing test
* adding thiago changes
* resolve final tests
* Drop skip
* drop pipeline
* drop 3.13
* revert
* Drop test cassette that was causing error
* trying to fix failing test
* adding thiago changes
* resolve final tests
* Drop skip
* incorporate #1683
* add in --version flag to cli. closes#1679.
* Fix env issue
* Add in suggestions from @caike to make sure ragstorage doesnt exceed os file limit. Also, included additional checks to support windows.
* remove poetry.lock as pointed out by @sanders41 in #1574.
* Incorporate feedback from crewai reviewer
* Incorporate @lorenzejay feedback
* Knowledge project directory standard
* fixed types
* comment fix
* made base file knowledge source an abstract class
* cleaner validator on model_post_init
* fix type checker
* cleaner refactor
* better template
This commit adds an extra step to `crewai login` to ensure users also
log in to Tool Repository, that is, exchanging their Auth0 tokens for a
Tool Repository username and password to be used by UV downloads and API
tool uploads.
* initial knowledge
* WIP
* Adding core knowledge sources
* Improve types and better support for file paths
* added additional sources
* fix linting
* update yaml to include optional deps
* adding in lorenze feedback
* ensure embeddings are persisted
* improvements all around Knowledge class
* return this
* properly reset memory
* properly reset memory+knowledge
* consolodation and improvements
* linted
* cleanup rm unused embedder
* fix test
* fix duplicate
* generating cassettes for knowledge test
* updated default embedder
* None embedder to use default on pipeline cloning
* improvements
* fixed text_file_knowledge
* mypysrc fixes
* type check fixes
* added extra cassette
* just mocks
* linted
* mock knowledge query to not spin up db
* linted
* verbose run
* put a flag
* fix
* adding docs
* better docs
* improvements from review
* more docs
* linted
* rm print
* more fixes
* clearer docs
* added docstrings and type hints for cli
---------
Co-authored-by: João Moura <joaomdmoura@gmail.com>
Co-authored-by: Lorenze Jay <lorenzejaytech@gmail.com>
