0.177.0

What's Changed

Core Improvements & Fixes

• Achieved parity between rag package and current implementation
• Enhanced LLM event handling with task and agent metadata
• Fixed mutable default arguments by replacing them with None
• Suppressed Pydantic deprecation warnings during initialization
• Fixed broken example link in README.md
• Removed Python 3.12+ only Ruff rules for compatibility
• Migrated CI workflows to use uv and updated dev tooling

New Features & Enhancements

• Added tracing improvements and cleanup
• Centralized event logic by moving events module to crewai.events

Documentation & Guides

• Updated Enterprise Action Auth Token section documentation
• Published documentation updates for v0.175.0 release

Cleanup & Refactoring

• Refactored parser into modular functions for better structure

New Contributors

• @em0t made their first contribution

0.175.0

What's Changed

Core Improvements & Fixes

• Fixed migration of the tool section during crewai update
• Reverted OpenAI pin: now requires openai >=1.13.3 due to fixed import issues
• Fixed flaky tests and improved test stability
• Improved Flow listener resumability for HITL and cyclic flows
• Enhanced timeout handling in PlusAPI and TraceBatchManager
• Batched entity memory items to reduce redundant operations

New Features & Enhancements

• Added support for additional parameters in Flow.start() methods
• Displayed task names in verbose CLI output
• Added centralized embedding types and introduced a base embedding client
• Introduced generic clients for ChromaDB and Qdrant
• Added support for crewai config reset to clear tokens
• Enabled crewai_trigger_payload auto-injection
• Simplified RAG client initialization and introduced RAG configuration system
• Added Qdrant RAG provider support
• Improved tracing with better event data
• Added support to remove Auth0 and email entry on crewai login

Documentation & Guides

• Added documentation for automation triggers
• Fixed API Reference OpenAPI sources and redirects
• Added hybrid search alpha parameter to the docs

Cleanup & Deprecations

• Added deprecation notice for Task.max_retries
• Removed Auth0 dependency from login flow

New Contributors

• @dsilbergleithcu-godaddy made their first contribution
• @WajeehGillani made their first contribution
• @erika-shorten made their first contribution

0.165.1

What's Changed

Core Improvements & Fixes

• Fixed compatibility in XMLSearchTool by converting config values to strings for configparser
• Fixed flaky Pytest test involving PytestUnraisableExceptionWarning
• Mocked telemetry in test suite for more stable CI runs
• Moved Chroma lockfile handling to db_storage_path
• Ignored deprecation warnings from chromadb
• Pinned OpenAI version <1.100.0 due to ResponseTextConfigParam import issue

New Features & Enhancements

• Included exchanged agent messages into ExternalMemory metadata
• Automatically injected crewai_trigger_payload
• Renamed internal flag inject_trigger_input to allow_crewai_trigger_context
• Continued tracing improvements and ephemeral tracing logic
• Consolidated tracing logic conditions
• Added support for agent_id-linked memory entries in Mem0

Documentation & Guides

• Added example to Tool Repository docs
• Updated Mem0 documentation for Short-Term and Entity Memory integration
• Revised Korean translations and improved sentence structures

Cleanup & Chores

• Removed deprecated AgentOps integration

New Contributors

• @skaghzz made their first contribution
• @gabemilani made their first contribution

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0.165.0

What's Changed

Core Improvements & Fixes

• Fixed compatibility in XMLSearchTool by converting config values to strings for configparser
• Fixed flaky Pytest test involving PytestUnraisableExceptionWarning
• Mocked telemetry in test suite for more stable CI runs
• Moved Chroma lockfile handling to db_storage_path
• Ignored deprecation warnings from chromadb
• Pinned OpenAI version <1.100.0 due to ResponseTextConfigParam import issue

New Features & Enhancements

• Included exchanged agent messages into ExternalMemory metadata
• Automatically injected crewai_trigger_payload
• Renamed internal flag inject_trigger_input to allow_crewai_trigger_context
• Continued tracing improvements and ephemeral tracing logic
• Consolidated tracing logic conditions
• Added support for agent_id-linked memory entries in Mem0

Documentation & Guides

• Added example to Tool Repository docs
• Updated Mem0 documentation for Short-Term and Entity Memory integration
• Revised Korean translations and improved sentence structures

Cleanup & Chores

• Removed deprecated AgentOps integration

New Contributors

• @skaghzz made their first contribution
• @gabemilani made their first contribution

0.159.0

What's Changed

Core Improvements & Fixes

• Improved LLM message formatting performance for better runtime efficiency
• Fixed use of incorrect endpoint in enterprise configuration auth/parameters
• Commented out listener resumability check for stability during partial flow resumption

New Features & Enhancements

• Added enterprise configure command to CLI for streamlined enterprise setup
• Introduced partial flow resumability support

Documentation & Guides

• Added documentation for new tools
• Added Korean translations
• Updated documentation with TrueFoundry integration details
• Added RBAC documentation and general cleanup
• Fixed API reference and revamped examples/cookbooks across EN, PT-BR, and KO

New Contributors

• @rishiraj-tf made their first contribution

0.157.0

v0.157.0 What's Changed

Core Improvements & Fixes

• Enabled word wrapping for long input tool
• Allowed persisting Flow state with BaseModel entries
• Optimized string operations using partition() for performance
• Dropped support for deprecated User Memory system
• Bumped LiteLLM version to 1.74.9
• Fixed CLI to show missing modules more clearly during import
• Supported device authorization with Okta

New Features & Enhancements

• Added crewai config CLI command group with tests
• Added default value support for crew.name
• Introduced initial tracing capabilities
• Added support for LangDB integration
• Added support for CLI configuration documentation

Documentation & Guides

• Updated MCP documentation with connect_timeout attribute
• Added LangDB integration documentation
• Added CLI config documentation
• General feature doc updates and cleanup

New Contributors

• @MrunmayS made their first contribution
• @chi2liu made their first contribution

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0.152.0

What's Changed

Core Improvements & Fixes

• Removed crewai signup references and replaced them with crewai login
• Fixed support for adding memories to Mem0 using agent_id
• Changed the default value in Mem0 configuration
• Updated import error to show missing module files clearly
• Added timezone support to event timestamps

New Features & Enhancements

• Enhanced Flow class to support custom flow names
• Refactored RAG components into a dedicated top-level module

Documentation & Guides

• Fixed incorrect model naming in Google Vertex AI documentation

New Contributors

• @manuka99 made their first contribution

0.150.0

What's Changed

Core Improvements & Fixes

• Used file lock around Chroma client initialization
• Removed workaround related to SQLite without FTS5
• Dropped unsupported stop parameter for LLM models automatically
• Fixed save method and updated related test cases
• Fixed message handling for Ollama models when last message is from assistant
• Removed duplicate print on LLM call error
• Added deprecation notice to UserMemory
• Upgraded LiteLLM to version 1.74.3

New Features & Enhancements

• Added support for ad-hoc tool calling via internal LLM class
• Updated Mem0 Storage from v1.1 to v2

Documentation & Guides

• Fixed neatlogs documentation
• Added Tavily Search & Extractor tools to the Search-Research suite
• Added documentation for SerperScrapeWebsiteTool and reorganized Serper section
• General documentation updates and improvements

New Contributors

• @Programmer-RD-AI made their first contribution

crewai-tools v0.58.0

New Tools / Enhancements

• SerperScrapeWebsiteTool: Added a tool for extracting clean content from URLs
• Bedrock AgentCore: Integrated browser and code interpreter toolkits for Bedrock agents
• Stagehand Update: Refactored and updated Stagehand integration

Fixes & Cleanup

• FTS5 Support: Enabled SQLite FTS5 for improved text search in test workflows
• Test Speedups: Parallelized GitHub Actions test suite for faster CI runs
• Cleanup: Removed SQLite workaround due to FTS5 support being available
  MongoDBVectorSearchTool: Fixed serialization and schema handling

0.148.0

What's Changed

Core Improvements & Fixes

• Used production WorkOS environment ID
• Added SQLite FTS5 support to test workflow
• Fixed agent knowledge handling
• Compared using BaseLLM class instead of LLM
• Fixed missing create_directory parameter in Task class

New Features & Enhancements

• Introduced Agent evaluation functionality
• Added Evaluator experiment and regression testing methods
• Implemented thread-safe AgentEvaluator
• Enabled event emission for Agent evaluation
• Supported evaluation of single Agent and LiteAgent
• Added integration with neatlogs
• Added crew context tracking for LLM guardrail events

Documentation & Guides

• Added documentation for guardrail attributes and usage examples
• Added integration guide for neatlogs
• Updated documentation for Agent repository and Agent.kickoff usage

0.141.0

What's Changed

Core Improvements & Fixes

• Sped up GitHub Actions tests through parallelization

New Features & Enhancements

• Added crew context tracking for LLM guardrail events

Documentation & Guides

• Added documentation for Agent repository usage
• Added documentation for Agent.kickoff method