Core Improvements & Fixes
- Utilized production WorkOS environment ID for enhanced stability.
- Added SQLite FTS5 support for streamlined testing workflows.
- Resolved agent knowledge handling issues for improved reliability.
- Improved comparison mechanisms by transitioning to the BaseLLM class.
- Fixed the missing
create_directoryparameter in the Task class for better functionality.
New Features & Enhancements
- Introduced agent evaluation functionality, pivotal for performance assessments.
- Added evaluator experiment and regression testing methods.
- Implemented a thread-safe AgentEvaluator to ensure safe concurrent operations.
- Enabled event emissions for effective agent evaluation tracking.
- Supported evaluation of both single Agent and LiteAgent types.
- Integrated with neatlogs for enhanced logging capabilities.
- Introduced crew context tracking for LLM guardrail events, improving oversight.
Documentation & Guides
- Updated documentation for guardrail attributes and added usage examples.
- Provided a comprehensive integration guide for neatlogs.
- Updated documentation for the Agent repository and details for Agent.kickoff usage.
Full release notes here - Read the full release notes.
Full Release Insights using CrewAI crewai-changelog-tldr/tldr-option1/insights.md at main ยท tonykipkemboi/crewai-changelog-tldr ยท GitHub