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⬆️ Update dependency crewai to v0.203.1 #6

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@renovate renovate bot commented Jun 28, 2024 •
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This PR contains the following updates:

Package Change Age Confidence
crewai 0.32.2 -> 0.203.1 age confidence

Release Notes

crewAIInc/crewAI (crewai)

v0.203.1

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What's Changed

Core Improvements & Fixes

  • Fixed injection of tool repository credentials into the crewai run command
  • Added a 10-second leeway when decoding JWTs to reduce token validation errors
  • Corrected (then reverted) cron schedule fix intended to run jobs every 5 days at specific dates

Documentation & Guides

  • Updated security policy to clarify the process for vulnerability reporting

v0.203.0

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What's Changed

Core Improvements & Fixes

  • Fixed usage of system PATH for the Docker binary to avoid hardcoded paths
  • Fixed CodeQL configuration to correctly exclude template directories
  • Added fallback logic for missing JSON states (json.loads before dumping)

New Features & Enhancements

  • Enhanced Agent class with improved knowledge and guardrail event handling
  • Scheduled cache rebuilds to prevent expiration and improve CI reliability

Documentation & Guides

  • Added Braintrust documentation
  • Introduced tracing documentation and enabled the tracing feature in CrewAI
  • Added HITL webhook authentication examples and clarified URL parameter usage
  • Added missing /resume files to complete HITL doc coverage
  • Refreshed AMP documentation (merged from release branch)
  • Added guide for capturing telemetry logs in CrewAI AMP
  • Introduced contextual menu link for “Request a feature”

Cleanup & Infrastructure

  • Removed mkdocs cache directory and deprecated crewai.excalidraw file
  • Added scheduled task for documentation cache rebuild

New Contributors

v0.201.1

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What's Changed

Core Improvements & Fixes

  • Renamed watson embedding provider to watsonx and updated corresponding environment variable prefixes
  • Added ChromaDB compatibility for watsonx and voyageai embedding providers

Cleanup & Deprecations

  • Standardized environment variable prefixes for all embedding providers
  • Bumped CrewAI version to 0.201.1 and updated internal dependencies

v0.201.0

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What's Changed

Core Improvements & Fixes

  • Made the ready parameter optional in _create_reasoning_plan for flexibility
  • Fixed nested config format handling for embedder configuration
  • Added support for batch_size to avoid token limit errors in embedders
  • Corrected directory name in Quickstart documentation
  • Resolved issues with test duration cache and event exports
  • Added fallback logic to crew settings

New Features & Enhancements

  • Introduced thread-safe platform context management
  • Added crewai uv wrapper command to run uv directly via CLI
  • Enabled marking traces as failed for observability workflows
  • Added custom embedding types and provider migration support
  • Upgraded ChromaDB to v1.1.0, added compatibility fixes and type improvements
  • Introduced Pydantic-compatible import validation and deprecated legacy utilities
  • Updated to pydantic v2, added pydantic-settings, and reorganized with dependency groups

Documentation & Guides

  • Updated changelogs covering releases: 0.193.2, 0.193.1, 0.193.0, etc.
  • Documented support for LLM Guardrail event source metadata
  • Added guidance for fallback behavior and improved visibility into config parameters

Cleanup & Deprecations

  • Resolved all Ruff and MyPy issues across experimental, flow, rag, tools, and tasks modules
  • Improved type annotations and consolidated utilities module
  • Deprecated older utilities in favor of Pydantic-compatible imports

New Contributors

v0.193.2

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Changes

  • Updating pyproject templates to use the right version

v0.193.1

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What's Changed

  • Series of minor fixes and linter improvements

v0.193.0

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What's Changed

Core Improvements & Fixes

  • Fixed handling of the model parameter during OpenAI adapter initialization
  • Resolved test duration cache issues in CI workflows
  • Fixed flaky test related to repeated tool usage by agents
  • Added missing event exports to __init__.py for consistent module behavior
  • Dropped message storage from metadata in Mem0 to reduce bloat
  • Fixed L2 distance metric support for backward compatibility in vector search

New Features & Enhancements

  • Introduced thread-safe platform context management
  • Added test duration caching for optimized pytest-split runs
  • Added ephemeral trace improvements for better trace control
  • Made search parameters for RAG, knowledge, and memory fully configurable
  • Enabled ChromaDB to use OpenAI API for embedding functions
  • Added deeper observability tools for user-level insights
  • Unified RAG storage system with instance-specific client support

Documentation & Guides

  • Updated RagTool references to reflect CrewAI native RAG implementation
  • Improved internal docs and structure for langgraph and openai agent adapters with type annotations and docstrings

v0.186.1

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What's Changed

v0.186.0

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What's Changed

Core Improvements & Fixes

  • Fixed support for defining MCP connection timeout on CrewBase
  • Resolved issue where tools were being called twice
  • Addressed rebranding in Azure docs: Azure AI Studio → Azure AI Foundry

New Features & Enhancements

  • Added support for crewai_trigger_payload auto-injection
  • Introduced centralized configuration for embedding types and base embedding client
  • Implemented generic clients for ChromaDB and Qdrant
  • Introduced RAG configuration system with optional imports
  • Added support for Qdrant as a RAG provider
  • Enabled partial flow resumability
  • Displayed task names in verbose output
  • Introduced crewai config reset to allow token reset
  • Added additional parameters to Flow.start() methods

Documentation & Guides

  • Expanded webhook event types with detailed categorization
  • Moved Bedrock tool docs to the integrations folder
  • Added documentation for CrewAI automation tools
  • Added hybrid search alpha parameter to the docs
  • Updated number of memory types and other doc cleanups

Cleanup & Deprecations

  • Removed deprecated Auth0 login (no longer requires typing email)
  • Added deprecation warning for Task.max_retries
  • Cleaned up and modernized typing across modules (LLM, types, agents, tasks, security, etc.)
  • Centralized and optimized GitHub Actions and uv caching
  • Refactored telemetry module and executor logic

New Contributors

v0.177.0

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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

v0.175.0

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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

v0.165.1

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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

v0.165.0

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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

v0.159.0

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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

v0.157.0

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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

v0.152.0

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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

v0.150.0

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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

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

v0.148.0

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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

v0.141.0

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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

v0.140.0

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What's Changed

Core Improvements & Fixes

  • Fixed typo in test prompts
  • Fixed project name normalization by stripping trailing slashes during crew creation
  • Ensured environment variables are written in uppercase
  • Updated LiteLLM dependency
  • Refactored collection handling in RAGStorage
  • Implemented PEP 621 dynamic versioning

New Features & Enhancements

  • Added capability to track LLM calls by task and agent
  • Introduced MemoryEvents to monitor memory usage
  • Added console logging for memory system and LLM guardrail events
  • Improved data training support for models up to 7B parameters
  • Added Scarf and Reo.dev analytics tracking
  • CLI workos login

Documentation & Guides

  • Updated CLI LLM documentation
  • Added Nebius integration to the docs
  • Corrected typos in installation and pt-BR documentation
  • Added docs about MemoryEvents
  • Implemented docs redirects and included development tools

v0.134.0

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What's Changed

Core Improvements & Fixes

  • Fixed tools parameter syntax
  • Fixed type annotation in Task
  • Fixed SSL error when retrieving LLM data from GitHub
  • Ensured compatibility with Pydantic 2.7.x
  • Removed mkdocs from project dependencies
  • Upgraded Langfuse code examples to use Python SDK v3
  • Added sanitize role feature in mem0 storage
  • Improved Crew search during memory reset
  • Improved console printer output

New Features & Enhancements

  • Added support for initializing a tool from defined Tool attributes
  • Added official way to use MCP Tools within a CrewBase
  • Enhanced MCP tools support to allow selecting multiple tools per agent in CrewBase
  • Added Oxylabs Web Scraping tools

Documentation & Guides

  • Updated quickstart.mdx
  • Added docs on LLMGuardrail events
  • Updated documentation with comprehensive service integration details
  • Updated recommendation filters for MCP and Enterprise tools
  • Updated docs for Maxim observability
  • Added pt-BR documentation translation
  • General documentation improvements

v0.130.0

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What's Changed

Core Improvements & Fixes

  • Removed duplicated message related to Tool result output
  • Fixed missing manager_agent tokens in usage_metrics from kickoff
  • Fixed telemetry singleton to respect dynamic environment variables
  • Fixed issue where Flow status logs could hide human input
  • Increased default X-axis spacing for flow plotting

New Features & Enhancements

  • Added support for multi-org actions in the CLI
  • Enabled async tool executions for more efficient workflows
  • Introduced LiteAgent with Guardrail integration
  • Upgraded LiteLLM to support latest OpenAI version

Documentation & Guides

  • Documented minimum UV version for Tool repository
  • Improved examples for Hallucination Guardrail
  • Updated planning docs for LLM usage
  • Added documentation for Maxim support in Agent observability
  • Expanded integrations documentation with images for enterprise features
  • Fixed guide on persistence
  • Updated Python version support to support python 3.13.x

v0.126.0

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What’s Changed
Core Improvements & Fixes
  • Added support for Python 3.13
  • Fixed agent knowledge sources issue
  • Persisted available tools from a Tool repository
  • Enabled tools to be loaded from Agent repository via their own module
  • Logged usage of tools when called by an LLM
New Features & Enhancements
  • Added streamable-http transport support in MCP integration
  • Added support for community analytics
  • Expanded OpenAI-compatible section with a Gemini example
  • Introduced transparency features for prompts and memory systems
  • Minor enhancements for Tool publishing
Documentation & Guides
  • Major restructuring of docs for better navigation
  • Expanded MCP integration documentation
  • Updated memory docs and README visuals
  • Fixed missing await keywords in async kickoff examples
  • Updated Portkey and Azure embeddings documentation
  • Added enterprise testing image to the LLM guide
  • General updates to the README

v0.121.1

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Bug fixes and better docs

v0.121.0

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What’s Changed

Core Improvements & Fixes

  • Fixed encoding error when creating tools
  • Fixed failing llama test
  • Updated logging configuration for consistency
  • Enhanced telemetry initialization and event handling

New Features & Enhancements

  • Added markdown attribute to the Task class
  • Added reasoning attribute to the Agent class
  • Added inject_date flag to Agent for automatic date injection
  • Implemented HallucinationGuardrail (no-op with test coverage)

Documentation & Guides

  • Added documentation for StagehandTool and improved MDX structure
  • Added documentation for MCP integration and updated enterprise docs
  • Documented knowledge events and updated reasoning docs
  • Added stop parameter documentation
  • Fixed import references in doc examples (before_kickoff, after_kickoff)
  • General docs updates and restructuring for clarity

v0.120.1

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Whats New

  • Fixes Interpolation with hyphens

v0.120.0

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What’s Changed

Core Improvements & Fixes
•	Enabled full Ruff rule set by default for stricter linting
•	Addressed race condition in FilteredStream using context managers
•	Fixed agent knowledge reset issue
•	Refactored agent fetching logic into utility module
New Features & Enhancements
•	Added support for loading an Agent directly from a repository
•	Enabled setting an empty context for Task
•	Enhanced Agent repository feedback and fixed Tool auto-import behavior
•	Introduced direct initialization of knowledge (bypassing knowledge_sources)
Documentation & Guides
•	Updated security.md for current security practices
•	Cleaned up Google setup section for clarity
•	Added link to AI Studio when entering Gemini key
•	Updated Arize Phoenix observability guide
•	Refreshed flow documentation

v0.119.0

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What’s Changed

Core Improvements & Fixes

  • Improved test reliability by enhancing pytest handling for flaky tests
  • Fixed memory reset crash when embedding dimensions mismatch
  • Enabled parent flow identification for Crew and LiteAgent
  • Prevented telemetry-related crashes when unavailable
  • Upgraded LiteLLM version for better compatibility
  • Fixed llama converter tests by removing skip_external_api

New Features & Enhancements

  • Introduced knowledge retrieval prompt re-writting in Agent for improved tracking and debugging
  • Made LLM setup and quickstart guides model-agnostic

Documentation & Guides

  • Added advanced configuration docs for the RAG tool
  • Updated Windows troubleshooting guide
  • Refined documentation examples for better clarity
  • Fixed typos across docs and config files

v0.118.0

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What’s Changed

Core Improvements & Fixes
  • Fixed issues with missing prompt or system templates.
  • Removed global logging configuration to avoid unintended overrides.
  • Renamed TaskGuardrail to LLMGuardrail for improved clarity.
  • Downgraded litellm to version 1.167.1 for compatibility.
  • Added missing init.py files to ensure proper module initialization.
New Features & Enhancements
  • Added support for no-code Guardrail creation to simplify AI behavior controls.
Documentation & Guides
  • Removed CrewStructuredTool from public documentation to reflect internal usage.
  • Updated enterprise documentation and YouTube embed for improved onboarding experience.

v0.117.1

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What's Changed

  • build: upgrade crewai-tools
  • upgrade liteLLM to latest version
  • Fix Mem0 OSS

v0.117.0

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What's Changed

New Features & Enhancements

  • Added result_as_answer parameter support in @tool decorator.
  • Introduced support for new language models: GPT-4.1, Gemini-2.0, and Gemini-2.5 Pro.
  • Enhanced knowledge management capabilities.
  • Added Huggingface provider option in CLI.
  • Improved compatibility and CI support for Python 3.10+.

Core Improvements & Fixes

  • Fixed issues with incorrect template parameters and missing inputs.
  • Improved asynchronous flow handling with coroutine condition checks.
  • Enhanced memory management with isolated configuration and correct memory object copying.
  • Fixed initialization of lite agents with correct references.
  • Addressed Python type hint issues and removed redundant imports.
  • Updated event placement for improved tool usage tracking.
  • Raised explicit exceptions when flows fail.
  • Removed unused code and redundant comments from various modules.
  • Updated GitHub App token action to v2.

Documentation & Guides

  • Enhanced documentation structure, including enterprise deployment instructions.
  • Automatically create output folders for documentation generation.
  • Fixed broken link in WeaviateVectorSearchTool documentation.
  • Fixed guardrail documentation usage and import paths for JSON search tools.
  • Updated documentation for CodeInterpreterTool.
  • Improved SEO, contextual navigation, and error handling for documentation pages.

New Contributors

v0.114.0

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What's Changed

New Features & Enhancements

  • Agents as an atomic unit. (Agent(...).kickoff())
  • Support to Custom LLM implementations.
  • Integrated External Memory and Opik observability.
  • Enhanced YAML extraction.
  • Multimodal agent validation.
  • Added Secure fingerprints for agents and crews.

Core Improvements & Fixes

  • Improved serialization, agent copying, and Python compatibility.
  • Added wildcard support to emit()
  • Added support for additional router calls and context window adjustments.
  • Fixed typing issues, validation, and import statements.
  • Improved method performance.
  • Enhanced agent task handling, event emissions, and memory management.
  • Fixed CLI issues, conditional tasks, cloning behavior, and tool outputs.

Documentation & Guides

  • Improved documentation structure, theme, and organization.
  • Added guides for Local NVIDIA NIM with WSL2, W&B Weave, and Arize Phoenix.
  • Updated tool configuration examples, prompts, and observability docs.
  • Guide on using singular agents within Flows

v0.108.0

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Features

  • Converted tabs to spaces in crew.py template in PR #​2190
  • Enhanced LLM Streaming Response Handling and Event System in PR #​2266
  • Included model_name in PR #​2310
  • Enhanced Event Listener with rich visualization and improved logging in PR #​2321
  • Added fingerprints in PR #​2332

Bug Fixes

  • Fixed Mistral issues in PR #​2308
  • Fixed a bug in documentation in PR #​2370
  • Fixed type check error in fingerprint property in PR #​2369

Documentation Updates

  • Improved tool documentation in PR #​2259
  • Updated installation guide for the uv tool package in PR #​2196
  • Added instructions for upgrading crewAI with the uv tool in PR #​2363
  • Added documentation for ApifyActorsTool in PR #​2254

v0.105.0

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What's Changed

Core Improvements & Fixes

  • Fixed issues with missing template variables and user memory configuration.
  • Improved async flow support and addressed agent response formatting.
  • Enhanced memory reset functionality and fixed CLI memory commands.
  • Fixed type issues, tool calling properties, and telemetry decoupling.

New Features & Enhancements

  • Added Flow state export and improved state utilities.
  • Enhanced agent knowledge setup with optional crew embedder.
  • Introduced event emitter for better observability and LLM call tracking.
  • Added support for Python 3.10 and ChatOllama from langchain_ollama.
  • Integrated context window size support for the o3-mini model.
  • Added support for multiple router calls.

Documentation & Guides

  • Improved documentation layout and hierarchical structure.
  • Added QdrantVectorSearchTool guide and clarified event listener usage.
  • Fixed typos in prompts and updated Amazon Bedrock model listings.

New Contributors

v0.102.0

What's Changed

Core Improvements & Fixes
  • Enhanced LLM Support: Improved structured LLM output, parameter handling, and formatting for Anthropic models.
  • Crew & Agent Stability: Fixed issues with cloning agents/crews using knowledge sources, multiple task outputs in conditional tasks, and ignored Crew task callbacks.
  • Memory & Storage Fixes: Fixed short-term memory handling with Bedrock, ensured correct embedder initialization, and added a reset memories function in the crew class.
  • Training & Execution Reliability: Fixed broken training and interpolation issues with dict and list input types.
New Features & Enhancements
  • Advanced Knowledge Management: Improved naming conventions and enhanced embedding configuration with custom embedder support.
  • Expanded Logging & Observability: Added JSON format support for logging and integrated MLflow tracing documentation.
  • Data Handling Improvements: Updated excel_knowledge_source.py to process multi-tab files.
  • General Performance & Codebase Clean-Up: Streamlined enterprise code alignment and resolved linting issues.
  • Adding new tool QdrantVectorSearchTool
Documentation & Guides
  • Updated AI & Memory Docs: Improved Bedrock, Google AI, and long-term memory documentation.
  • Task & Workflow Clarity: Added "Human Input" row to Task Attributes, Langfuse guide, and FileWriterTool documentation.
  • Fixed Various Typos & Formatting Issues.
Maintenance & Miscellaneous
  • Refined Google Docs integrations and task handling for the current year.

New Contributors

v0.100.0

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What's Changed

  • Feat: Add Composio docs
  • Feat: Add SageMaker as a LLM provider
  • Fix: Overall LLM connection issues
  • Fix: Using safe accessors on training
  • Fix: Add version check to crew_chat.py
  • Docs: New docs for crewai chat
  • Docs: Improve formatting and clarity in CLI and Composio Tool docs

New Contributors

Full Changelog: crewAIInc/crewAI@0.98.0...0.99.0

v0.98.0

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What's Changed

  • Feat: Conversation crew v1
  • Feat: Add unique ID to flow states
  • Feat: Add @​persist decorator with FlowPersistence interface
  • Integration: Add SambaNova integration
  • Integration: Add NVIDIA NIM provider in cli
  • Integration: Introducing VoyageAI
  • Chore: Update date to current year in template
  • Fix: Fix API Key Behavior and Entity Handling in Mem0 Integration
  • Fix: Fixed core invoke loop logic and relevant tests
  • Fix: Make tool inputs actual objects and not strings
  • Fix: Add important missing parts to creating tools
  • Fix: Drop litellm version to prevent windows issue
  • Fix: Before kickoff if inputs are none
  • Fix: TYPOS
  • Fix: Nested pydantic model issue
  • Fix: Docling issues
  • Fix: union issue
  • Docs updates

New Contributors

v0.95.0

Compare Source

What's Changed

  • Feat: Adding Multimodal Abilities to Crew
  • Feat: Programatic Guardrails
  • Feat: HITL multiple rounds
  • Feat: Gemini 2.0 Support
  • Feat: CrewAI Flows Improvements
  • Feat: Add Workflow Permissions
  • Feat: Add support for langfuse with litellm
  • Feat: Portkey Integration with CrewAI
  • Feat: Add interpolate_only method and improve error handling
  • Feat: Docling Support
  • Feat: Weviate Support
  • Fix: output_file not respecting system path
  • Fix disk I/O error when resetting short-term memory.
  • Fix: CrewJSONEncoder now accepts enums
  • Fix: Python max version
  • Fix: Interpolation for output_file in Task
  • Fix: Handle coworker role name case/whitespace properly
  • Fix: Add tiktoken as explicit dependency and document Rust requirement
  • Fix: Include agent knowledge in planning process
  • Fix: Change storage initialization to None for KnowledgeStorage
  • Fix: Fix optional storage checks
  • Fix: include event emitter in flows
  • Fix: Docstring, Error Handling, and Type Hints Improvements
  • Fix: Suppressed userWarnings from litellm pydantic issues

New Contributors

v0.86.0

Compare Source

What's Changed

  • remove all references to pipeline and pipeline router
  • docs: Add Nvidia NIM as provider in Custom LLM
  • add knowledge demo + improve knowledge docs
  • Brandon/cre 509 hitl multiple rounds of followup
  • New docs about yaml crew with decorators. Simplify template crew

v0.85.0

Compare Source

What's Changed

  • Added knowledge to agent level
  • Feat/remove langchain
  • Improve typed task outputs
  • Log in to Tool Repository on crewai login
  • Fixes issues with result as answer not properly exiting LLM loop
  • fix: missing key name when running with ollama provider
  • fix spelling issue found
  • Update readme for running mypy
  • Add knowledge to mint.json
  • Update Github actions
  • Docs Update Agents docs to include two approaches for creating an agent
  • Documentation Improvements: LLM Configuration and Usage

v0.83.0

Compare Source

What's Changed

  • New before_kickoff and after_kickoff crew callbacks
  • Support to pre-seed agents with Knowledge
  • Add support for retrieving user preferences and memories using Mem0
  • Fix Async Execution
  • Upgrade chroma and adjust embedder function generator
  • Update CLI Watson supported models + docs
  • Reduce level for Bandit
  • Fixing all tests
  • Update Docs

v0.80.0

Compare Source

  • Fixing Tokens callback replacement bug
  • Fixing Step callback issue
  • Add cached prompt tokens info on usage metrics
  • Fix crew_train_success test

v0.79.4

Series of small bug fixes around llms support

v0.79.0

Compare Source

  • Add inputs to flows
  • Enhance log storage to support more data types
  • Add support to IBM memory
  • Add Watson as an option in CLI
  • Add security.md file
  • Replace .netrc with uv environment variables
  • Move BaseTool to main package and centralize tool description generation
  • Raise an error if an LLM doesnt return a response
  • Fix flows to support cycles and added in test
  • Update how we name crews and fix missing config
  • Update docs

v0.76.9

Compare Source

  • Update plot command for flow to crewai flow plot
  • Add tomli so we can support 3.10
  • Forward install command options to uv sync
  • Improve tool text description and args
  • Improve tooling and flow docs
  • Update flows cli to allow you to easily add additional crews to a flow with crewai flow add-crew
  • Fixed flows bug when using multiple start and listen(and_(..., ..., ...))

v0.76.2

Updating crewai create commadn

v0.76.0

Compare Source

  • fix/fixed missing API prompt + CLI docs update
  • chore(readme): fixing step for 'running tests' in the contribution
  • support unsafe code execution. add in docker install and running checks
  • Fix memory imports for embedding functions by

v0.75.1

Compare Source

new --provider option on crewai crewat

v0.75.0

Compare Source

  • Fixing test post training
  • Simplify flows
  • Adapt crewai tool install <tool>
  • Ensure original embedding config works
  • Fix bugs
  • Update docs - Including adding Cerebras LLM example configuration to LLM docs
  • Drop unnecessary tests

v0.74.2

What's Changed

  • feat: add poetry.lock to uv migration
  • fix tool calling issue

v0.74.0

Compare Source

  • UV migration
  • Adapt Tools CLI to UV
  • Add warning from Poetry -> UV
  • CLI to allow for model selection & submitting API keys
  • New Memory Base
  • Fix Linting and Warnings
  • Update Docs
  • Bug fixesh

v0.70.1

  • New Flow feature
  • Flow visualizer
  • Create crewai create flow command
  • Create crewai tool create <tool> command
  • Add Git validations for publishing tools
  • fix: JSON encoding date objects
  • New Docs
  • Update README
  • Bug fixes

v0.65.2

  • Adding experimental Flows feature
  • Fixing order of tasks bug
  • Updating templates

v0.64.0

Compare Source

  • Ordering tasks properly
  • Fixing summarization logic
  • Fixing stop words logic
  • Increases default max iterations to 20
  • Fix crew's key after input interpolation
  • Fixing Training Feature
  • Adding initial tools API
  • TYPOS
  • Updating Docs

Fixes: #​1359 #​1355 #​1353 #​1356 and others

v0.63.6

Compare Source

  • Updating projects templates

v0.63.5

Compare Source

  • Bringing support to o1 family back, and any model that don't support stop words
  • Updating dependencies
  • Updating logs
  • Updating docs

v0.63.2

Compare Source

  • Adding OPENAI_BASE_URL as fallback
  • Adding proper LLM import
  • Updating docs

v0.63.1

Compare Source

  • Small bug fix for support future CrewAI deploy

v0.63.0

Compare Source

  • New LLM class to interact with LLMs (leveraging LiteLLM)
  • Adding support to custom memory interfaces
  • Bringing GPT-4o-mini as the default model
  • Updates Docs
  • Updating dependencies
  • Bug fixes
    • Remove redundant task creation in kickoff_for_each_async

v0.61.0

Compare Source

  • Updating dependencies
  • Printing max rpm message in different color
  • Updating all cassettes for tests
  • Always ending on a user message - to better support certain models like bedrock ones
  • Overall small bug fixes

v0.60.0

[Compare Source](https://red

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File name: poetry.lock
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| datasource | package | from   | to      |
| ---------- | ------- | ------ | ------- |
| pypi       | crewai  | 0.32.2 | 0.203.1 |
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