* Cleaned up task execution to now have separate paths for async and sync execution. Updating all kickoff functions to return CrewOutput. WIP. Waiting for Joao feedback on async task execution with task_output
* Consistently storing async and sync output for context
* outline tests I need to create going forward
* Major rehaul of TaskOutput and CrewOutput. Updated all tests to work with new change. Need to add in a few final tricky async tests and add a few more to verify output types on TaskOutput and CrewOutput.
* Encountering issues with callback. Need to test on main. WIP
* working on tests. WIP
* WIP. Figuring out disconnect issue.
* Cleaned up logs now that I've isolated the issue to the LLM
* more wip.
* WIP. It looks like usage metrics has always been broken for async
* Update parent crew who is managing for_each loop
* Merge in main to bugfix/kickoff-for-each-usage-metrics
* Clean up code for review
* Add new tests
* Final cleanup. Ready for review.
* Moving copy functionality from Agent to BaseAgent
* Fix renaming issue
* Fix linting errors
* use BaseAgent instead of Agent where applicable
* Fixing missing function. Working on tests.
* WIP. Needing team to review change
* Fixing issues brought about by merge
* WIP: need to fix json encoder
* WIP need to fix encoder
* WIP
* WIP: replay working with async. need to add tests
* Implement major fixes from yesterdays group conversation. Now working on tests.
* The majority of tasks are working now. Need to fix converter class
* Fix final failing test
* Fix linting and type-checker issues
* Add more tests to fully test CrewOutput and TaskOutput changes
* Add in validation for async cannot depend on other async tasks.
* WIP: working replay feat fixing inputs, need tests
* WIP: core logic of seq and heir for executing tasks added into one
* Update validators and tests
* better logic for seq and hier
* replay working for both seq and hier just need tests
* fixed context
* added cli command + code cleanup TODO: need better refactoring
* refactoring for cleaner code
* added better tests
* removed todo comments and fixed some tests
* fix logging now all tests should pass
* cleaner code
* ensure replay is delcared when replaying specific tasks
* ensure hierarchical works
* better typing for stored_outputs and separated task_output_handler
* added better tests
* added replay feature to crew docs
* easier cli command name
* fixing changes
* using sqllite instead of .json file for logging previous task_outputs
* tools fix
* added to docs and fixed tests
* fixed .db
* fixed docs and removed unneeded comments
* separating ltm and replay db
* fixed printing colors
* added how to doc
---------
Co-authored-by: Brandon Hancock <brandon@brandonhancock.io>
* feat: add max retry limit to agent execution
* feat: add test to max retry limit feature
* feat: add code execution docstring
---------
Co-authored-by: João Moura <joaomdmoura@gmail.com>
* 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>
* Cleaned up task execution to now have separate paths for async and sync execution. Updating all kickoff functions to return CrewOutput. WIP. Waiting for Joao feedback on async task execution with task_output
* Consistently storing async and sync output for context
* outline tests I need to create going forward
* Major rehaul of TaskOutput and CrewOutput. Updated all tests to work with new change. Need to add in a few final tricky async tests and add a few more to verify output types on TaskOutput and CrewOutput.
* Encountering issues with callback. Need to test on main. WIP
* working on tests. WIP
* WIP. Figuring out disconnect issue.
* Cleaned up logs now that I've isolated the issue to the LLM
* more wip.
* WIP. It looks like usage metrics has always been broken for async
* Update parent crew who is managing for_each loop
* Merge in main to bugfix/kickoff-for-each-usage-metrics
* Clean up code for review
* Add new tests
* Final cleanup. Ready for review.
* Moving copy functionality from Agent to BaseAgent
* Fix renaming issue
* Fix linting errors
* use BaseAgent instead of Agent where applicable
* Fixing missing function. Working on tests.
* WIP. Needing team to review change
* Fixing issues brought about by merge
* WIP
* Implement major fixes from yesterdays group conversation. Now working on tests.
* The majority of tasks are working now. Need to fix converter class
* Fix final failing test
* Fix linting and type-checker issues
* Add more tests to fully test CrewOutput and TaskOutput changes
* Add in validation for async cannot depend on other async tasks.
* Update validators and tests
* Performed spell check across the entire documentation
Thank you once again!
* Performed spell check across the most of code base
Folders been checked:
- agents
- cli
- memory
- project
- tasks
- telemetry
- tools
- translations
* 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>
* fixed bug for manager overriding task agent and then added pydanic valditors to sequential when no agent is added to task
* better test and fixed task.agent logic
* fixed tests and better validator message
* added validator for async_execution true in tasks whenever in hierarchical run
* WIP. Figuring out disconnect issue.
* Cleaned up logs now that I've isolated the issue to the LLM
* more wip.
* WIP. It looks like usage metrics has always been broken for async
* Update parent crew who is managing for_each loop
* Merge in main to bugfix/kickoff-for-each-usage-metrics
* Clean up code for review
* Add new tests
* Final cleanup. Ready for review.
* Moving copy functionality from Agent to BaseAgent
* Fix renaming issue
* Fix linting errors
* use BaseAgent instead of Agent where applicable
- Added detailed steps for training the crew programmatically.
- Clarified the distinction between using the CLI and programmatic approaches.
This update makes it easier for users to understand how to train their crew both through the CLI and programmatically, whether using a UI or API endpoints.
Again Thank you to the author for the great project and the excellent foundation provided!
* Fix issue agentop poetry install issue
* Updated install requirements tests to fail if .lock becomes out of sync with poetry install. Cleaned up old issues that were merged back in.
* implements agentops with a langchain handler, agent tracking and tool call recording
* track tool usage
* end session after completion
* track tool usage time
* better tool and llm tracking
* code cleanup
* make agentops optional
* optional dependency usage
* remove telemetry code
* optional agentops
* agentops version bump
* remove org key
* true dependency
* add crew org key to agentops
* cleanup
* Update pyproject.toml
* Revert "true dependency"
This reverts commit e52e8e9568.
* Revert "cleanup"
This reverts commit 7f5635fb9e.
* optional parent key
* agentops 0.1.5
* Revert "Revert "cleanup""
This reverts commit cea33d9a5d.
* Revert "Revert "true dependency""
This reverts commit 4d1b460b
* cleanup
* Forcing version 0.1.5
* Update pyproject.toml
* agentops update
* noop
* add crew tag
* black formatting
* use langchain callback handler to support all LLMs
* agentops version bump
* track task evaluator
* merge upstream
* Fix typo in instruction en.json (#676)
* Enable search in docs (#663)
* Clarify text in docstring (#662)
* Update agent.py (#655)
Changed default model value from gpt-4 to gpt-4o.
Reasoning.
gpt-4 costs 30$ per million tokens while gpt-4o costs 5$.
This is more cost friendly for default option.
* Update README.md (#652)
Rework example so that if you use a custom LLM it doesn't throw code errors by uncommenting.
* Update BrowserbaseLoadTool.md (#647)
* Update crew.py (#644)
Fixed Type on line 53
* fixes#665 (#666)
* Added timestamp to logger (#646)
* Added timestamp to logger
Updated the logger.py file to include timestamps when logging output. For example:
[2024-05-20 15:32:48][DEBUG]: == Working Agent: Researcher
[2024-05-20 15:32:48][INFO]: == Starting Task: Research the topic
[2024-05-20 15:33:22][DEBUG]: == [Researcher] Task output:
* Update tool_usage.py
* Revert "Update tool_usage.py"
This reverts commit 95d18d5b6f.
incorrect bramch for this commit
* support skip auto end session
* conditional protect agentops use
* fix crew logger bug
* fix crew logger bug
* Update crew.py
* Update tool_usage.py
---------
Co-authored-by: João Moura <joaomdmoura@gmail.com>
Co-authored-by: Howard Gil <howardbgil@gmail.com>
Co-authored-by: Olivier Roberdet <niox5199@gmail.com>
Co-authored-by: Paul Sanders <psanders1@gmail.com>
Co-authored-by: Anudeep Kolluri <50168940+Anudeep-Kolluri@users.noreply.github.com>
Co-authored-by: Mike Heavers <heaversm@users.noreply.github.com>
Co-authored-by: Mish Ushakov <10400064+mishushakov@users.noreply.github.com>
Co-authored-by: theCyberTech - Rip&Tear <84775494+theCyberTech@users.noreply.github.com>
Co-authored-by: Saif Mahmud <60409889+vmsaif@users.noreply.github.com>
To Resolve :
pydantic_core._pydantic_core.ValidationError: 1 validation error for Task
expected_output
Field required [type=missing, input_value=, input_type=dict]
For further information visit https://errors.pydantic.dev/2.6/v/missing
"Expected Output" is mandatory now as it forces people to be specific about the expected result and get better result
refer : https://github.com/joaomdmoura/crewAI/issues/308
- Added a "Parameters" column to attribute tables. Improved overall document formatting for enhanced readability and ease of use.
Thank you to the author for the great project and the excellent foundation provided!
