* WIP. Procedure appears to be working well. Working on mocking properly for tests
* All tests are passing now
* rshift working
* Add back in Gui's tool_usage fix
* WIP
* Going to start refactoring for pipeline_output
* Update terminology
* new pipeline flow with traces and usage metrics working. need to add more tests and make sure PipelineOutput behaves likew CrewOutput
* Fix pipelineoutput to look more like crewoutput and taskoutput
* Implemented additional tests for pipeline. One test is failing. Need team support
* Update docs for pipeline
* Update pipeline to properly process input and ouput dictionary
* Update Pipeline docs
* Add back in commentary at top of pipeline file
* Starting to work on router
* Drop router for now. will add in separately
* In the middle of fixing router. A ton of circular dependencies. Moving over to a new design.
* WIP.
* Fix circular dependencies and updated PipelineRouter
* Add in Eduardo feedback. Still need to add in more commentary describing the design decisions for pipeline
* Add developer notes to explain what is going on in pipelines.
* Add doc strings
* Fix missing rag datatype
* WIP. Converting usage metrics from a dict to an object
* Fix tests that were checking usage metrics
* Drop todo
* Fix 1 type error in pipeline
* Update pipeline to use UsageMetric
* Add missing doc string
* WIP.
* Change names
* Rename variables based on joaos feedback
* Fix critical circular dependency issues. Now needing to fix trace issue.
* Tests working now!
* Add more tests which showed underlying issue with traces
* Fix tests
* Remove overly complicated test
* Add router example to docs
* Clean up end of docs
* Clean up docs
* Working on creating Crew templates and pipeline templates
* WIP.
* WIP
* Fix poetry install from templates
* WIP
* Restructure
* changes for lorenze
* more todos
* WIP: create pipelines cli working
* wrapped up router
* ignore mypy src on templates
* ignored signature of copy
* fix all verbose
* rm print statements
* brought back correct folders
* fixes missing folders and then rm print statements
* fixed tests
* fixed broken test
* fixed type checker
* fixed type ignore
* ignore types for templates
* needed
* revert
* exclude only required
* rm type errors on templates
* rm excluding type checks for template files on github action
* fixed missing quotes
---------
Co-authored-by: Brandon Hancock <brandon@brandonhancock.io>
* patching for non-gpt model
* removal of json_object tool name assignment
* fixed issue for smaller models due to instructions prompt
* fixing for ollama llama3 models
* WIP: generated summary from documents split, could also create memgpt approach
* WIP: need tests but user inputted summarization strategy implemented - handling context window exceeding errors
* rm extra line
* removed type ignores
* added tests
* handling n to summarize prompt
* code cleanup, using click for cli asker
* rm not used class
* better refactor
* reverted poetry lock
* reverted poetry.locl
* improved context window exceeding exception class
* Exploring output being passed to tool selector to see if we can better format data
* WIP. Adding JSON repair functionality
* Almost done implementing JSON repair. Testing fixes vs current base case.
* More action cleanup with additional tests
* WIP. Trying to figure out what is going on with tool descriptions
* Update tool description generation
* WIP. Trying to find out what is causing the tools to duplicate
* Replacing tools properly instead of duplicating them accidentally
* Fixing issues for MR
* Update dependencies for JSON_REPAIR
* More cleaning up pull request
* preppering for call
* Fix type-checking issues
---------
Co-authored-by: João Moura <joaomdmoura@gmail.com>
* fix: call asserts
* fix: test_increment_tool_errors
* fix: test_increment_delegations_for_sequential_process
* fix: test_increment_delegations_for_hierarchical_process
* fix: test_code_execution_flag_adds_code_tool_upon_kickoff
* fix: test_tool_usage_information_is_appended_to_agent
* fix: try to fix test_crew_full_output
* fix: try to fix test_crew_full_output
* fix: test remove vcr to test crew_test test
* fix: comment test to see if ci passes
* fix: comment test to see if ci passes
* fix: test changing prompt tokens to get error on CI
* fix: test changing prompt tokens to get error on CI
* fix: test changing prompt tokens to get error on CI
* fix: test changing prompt tokens to get error on CI
* fix: test new approach
* fix: comment funciont not working in CI
* fix: github python version
* fix: remove need of vcr
* fix: fix and add comments for all type checking errors
* Adding support to force a tool return to be the final answer.
This will at the end of the execution return the tool output.
It will return the output of the latest tool with the flag
* Update src/crewai/agent.py
Co-authored-by: Gui Vieira <guilherme_vieira@me.com>
* Update tests/agent_test.py
Co-authored-by: Gui Vieira <guilherme_vieira@me.com>
---------
Co-authored-by: Gui Vieira <guilherme_vieira@me.com>
* better spacing
* works with llama index
* works on langchain custom just need delegation to work
* cleanup for custom_agent class
* works with different argument expectations for agent_executor
* cleanup for hierarchial process, better agent_executor args handler and added to the crew agent doc page
* removed code examples for langchain + llama index, added to docs instead
* added key output if return is not a str for and added some tests
* added hinting for CustomAgent class
* removed pass as it was not needed
* closer just need to figuire ou agentTools
* running agents - llamaindex and langchain with base agent
* some cleanup on baseAgent
* minimum for agent to run for base class and ensure it works with hierarchical process
* cleanup for original agent to take on BaseAgent class
* Agent takes on langchainagent and cleanup across
* token handling working for usage_metrics to continue working
* installed llama-index, updated docs and added better name
* fixed some type errors
* base agent holds token_process
* heirarchail process uses proper tools and no longer relies on hasattr for token_processes
* removal of test_custom_agent_executions
* this fixes copying agents
* leveraging an executor class for trigger llamaindex agent
* llama index now has ask_human
* executor mixins added
* added output converter base class
* type listed
* cleanup for output conversions and tokenprocess eliminated redundancy
* properly handling tokens
* simplified token calc handling
* original agent with base agent builder structure setup
* better docs
* no more llama-index dep
* cleaner docs
* test fixes
* poetry reverts and better docs
* base_agent_tools set for third party agents
* updated task and test fix
* feat: add training logic to agent and crew
* feat: add training logic to agent executor
* feat: add input parameter to cli command
* feat: add utilities for the training logic
* feat: polish code, logic and add private variables
* feat: add docstring and type hinting to executor
* feat: add constant file, add constant to code
* feat: fix name of training handler function
* feat: remove unused var
* feat: change file handler file name
* feat: Add training handler file, class and change on the code
* feat: fix name error from file
* fix: change import to adapt to logic
* feat: add training handler test
* feat: add tests for file and training_handler
* feat: add test for task evaluator function
* feat: change text to fit in-screen
* feat: add test for train function
* feat: add test for agent training_handler function
* feat: add test for agent._use_trained_data
* removed hyphen in co-workers
* Fix issue with AgentTool agent selection. The LLM included double quotes in the agent name which messed up the string comparison. Added additional types. Cleaned up error messaging.
* Remove duplicate import
* Improve explanation
* Revert poetry.lock changes
* Fix missing line in poetry.lock
---------
Co-authored-by: madmag77 <goncharov.artemv@gmail.com>
* fix: fix test actually running
* fix: fix test to not send request to openai
* fix: fix linting to remove cli files
* fix: exclude only files that breaks black
* fix: Fix all Ruff checkings on the code and Fix Test with repeated name
* fix: Change linter name on yml file
* feat: update pre-commit
* feat: remove need for isort on the code
* feat: add mypy as type checker, update code and add comment to reference
* feat: remove black linter
* feat: remove poetry to run the command
* feat: change logic to test mypy
* feat: update tests yml to try to fix the tests gh action
* feat: try to add just mypy to run on gh action
* feat: fix yml file
* feat: add comment to avoid issue on gh action
* feat: decouple pytest from the necessity of poetry install
* feat: change tests.yml to test different approach
* feat: change to poetry run
* fix: parameter field on yml file
* fix: update parameters to be on the pyproject
* fix: update pyproject to remove import untyped errors
* feature: human input per task
* Update executor.py
* Update executor.py
* Update executor.py
* Update executor.py
* Update executor.py
* feat: change human input for unit testing
added documentation and unit test
* Create test_agent_human_input.yaml
add yaml for test
---------
Co-authored-by: João Moura <joaomdmoura@gmail.com>
This now will allow to add a max_inter option to agents while also making sure to force the agent to give it's best final answer before running out of it's max_inter.
