# Source: https://docs.crewai.com/en/changelog.md

> ## Documentation Index
> Fetch the complete documentation index at: https://docs.crewai.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Changelog

> Product updates, improvements, and bug fixes for CrewAI

<Update label="Jan 26, 2026">
  ## v1.9.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.9.0)

  ## What's Changed

  ### Features

  * Add structured outputs and response\_format support across providers
  * Add response ID to streaming responses
  * Add event ordering with parent-child hierarchies
  * Add Keycloak SSO authentication support
  * Add multimodal file handling capabilities
  * Add native OpenAI responses API support
  * Add A2A task execution utilities
  * Add A2A server configuration and agent card generation
  * Enhance event system and expand transport options
  * Improve tool calling mechanisms

  ### Bug Fixes

  * Enhance file store with fallback memory cache when aiocache is not available
  * Ensure document list is not empty
  * Handle Bedrock stop sequences properly
  * Add Google Vertex API key support
  * Enhance Azure model stop word detection
  * Improve error handling for HumanFeedbackPending in flow execution
  * Fix execution span task unlinking

  ### Documentation

  * Add native file handling documentation
  * Add OpenAI responses API documentation
  * Add agent card implementation guidance
  * Refine A2A documentation
  * Update changelog for v1.8.0

  ### Contributors

  @Anaisdg, @GininDenis, @Vidit-Ostwal, @greysonlalonde, @heitorado, @joaomdmoura, @koushiv777, @lorenzejay, @nicoferdi96, @vinibrsl
</Update>

<Update label="Jan 15, 2026">
  ## v1.8.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.8.1)

  ## What's Changed

  ### Features

  * Add A2A task execution utilities
  * Add A2A server configuration and agent card generation
  * Add additional transport mechanisms
  * Add Galileo integration support

  ### Bug Fixes

  * Improve Azure model compatibility
  * Expand frame inspection depth to detect parent\_flow
  * Resolve task execution span management issues
  * Enhance error handling for human feedback scenarios during flow execution

  ### Documentation

  * Add A2A agent card documentation
  * Add PII redaction feature documentation

  ### Contributors

  @Anaisdg, @GininDenis, @greysonlalonde, @joaomdmoura, @koushiv777, @lorenzejay, @vinibrsl
</Update>

<Update label="Jan 08, 2026">
  ## v1.8.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.8.0)

  ## What's Changed

  ### Features

  * Add native async chain for a2a
  * Add a2a update mechanisms (poll/stream/push) with handlers and config
  * Introduce global flow configuration for human-in-the-loop feedback
  * Add streaming tool call events and fix provider ID tracking
  * Introduce production-ready Flows and Crews architecture
  * Add HITL for Flows
  * Improve EventListener and TraceCollectionListener for enhanced event handling

  ### Bug Fixes

  * Handle missing a2a dependency as optional
  * Correct error fetching for WorkOS login polling
  * Fix wrong trigger name in sample documentation

  ### Documentation

  * Update webhook-streaming documentation
  * Adjust AOP to AMP documentation language

  ### Contributors

  @Vidit-Ostwal, @greysonlalonde, @heitorado, @joaomdmoura, @lorenzejay, @lucasgomide, @mplachta
</Update>

<Update label="Dec 19, 2025">
  ## v1.7.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.7.2)

  ## What's Changed

  ### Bug Fixes

  * Resolve connection issues

  ### Documentation

  * Update api-reference/status docs page

  ### Contributors

  @greysonlalonde, @heitorado, @lorenzejay, @lucasgomide
</Update>

<Update label="Dec 16, 2025">
  ## v1.7.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.7.1)

  ## What's Changed

  ### Improvements

  * Add `--no-commit` flag to bump command
  * Use JSON schema for tool argument serialization

  ### Bug Fixes

  * Fix error message display from response when tool repository login fails
  * Fix graceful termination of future when executing a task asynchronously
  * Fix task ordering by adding index
  * Fix platform compatibility checks for Windows signals
  * Fix RPM controller timer to prevent process hang
  * Fix token usage recording and validate response model on stream

  ### Documentation

  * Add translated documentation for async
  * Add documentation for AOP Deploy API
  * Add documentation for the agent handler connector
  * Add documentation on native async

  ### Contributors

  @Llamrei, @dragosmc, @gilfeig, @greysonlalonde, @heitorado, @lorenzejay, @mattatcha, @vinibrsl
</Update>

<Update label="Dec 09, 2025">
  ## v1.7.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.7.0)

  ## What's Changed

  ### Features

  * Add async flow kickoff
  * Add async crew support
  * Add async task support
  * Add async knowledge support
  * Add async memory support
  * Add async support for tools and agent executor; improve typing and docs
  * Implement a2a extensions API and async agent card caching; fix task propagation & streaming
  * Add native async tool support
  * Add async llm support
  * Create sys event types and handler

  ### Bug Fixes

  * Fix issue to ensure nonetypes are not passed to otel
  * Fix deadlock in token store file operations
  * Fix to ensure otel span is closed
  * Use HuggingFaceEmbeddingFunction for embeddings, update keys and add tests
  * Fix to ensure supports\_tools is true for all supported anthropic models
  * Ensure hooks work with lite agents flows

  ### Contributors

  @greysonlalonde, @lorenzejay
</Update>

<Update label="Nov 29, 2025">
  ## v1.6.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.6.1)

  ## What's Changed

  ### Bug Fixes

  * Fix ChatCompletionsClient call to ensure proper functionality
  * Ensure async methods are executable for annotations
  * Fix parameters in RagTool.add, add typing, and tests
  * Remove invalid parameter from SSE client
  * Erase 'oauth2\_extra' setting on 'crewai config reset' command

  ### Refactoring

  * Enhance model validation and provider inference in LLM class

  ### Contributors

  @Vidit-Ostwal, @greysonlalonde, @heitorado, @lorenzejay
</Update>

<Update label="Nov 25, 2025">
  ## v1.6.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.6.0)

  ## What's Changed

  ### Features

  * Add streaming result support to flows and crews
  * Add gemini-3-pro-preview
  * Support CLI login with Entra ID
  * Add Merge Agent Handler tool
  * Enhance flow event state management

  ### Bug Fixes

  * Ensure custom rag store persist path is set if passed
  * Ensure fuzzy returns are more strict and show type warning
  * Re-add openai response\_format parameter and add test
  * Fix rag tool embeddings configuration
  * Ensure flow execution start panel is not shown on plot

  ### Documentation

  * Update references from AMP to AOP in documentation
  * Update AMP to AOP

  ### Contributors

  @Vidit-Ostwal, @gilfeig, @greysonlalonde, @heitorado, @joaomdmoura, @lorenzejay, @markmcd
</Update>

<Update label="Nov 22, 2025">
  ## v0.203.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.203.2)

  ## What's Changed

  * Hotfix version bump from 0.203.1 to 0.203.2
</Update>

<Update label="Nov 16, 2025">
  ## v1.5.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.5.0)

  ## What's Changed

  ### Features

  * Add a2a trust remote completion status flag
  * Fetch and store more data about Okta authorization server
  * Implement before and after LLM call hooks in CrewAgentExecutor
  * Expose messages to TaskOutput and LiteAgentOutputs
  * Enhance schema description of QdrantVectorSearchTool

  ### Bug Fixes

  * Ensure tracing instrumentation flags are correctly applied
  * Fix custom tool documentation links and add Mintlify broken links action

  ### Documentation

  * Enhance task guardrail documentation with LLM-based validation support

  ### Contributors

  @danielfsbarreto, @greysonlalonde, @heitorado, @lorenzejay, @theCyberTech
</Update>

<Update label="Nov 07, 2025">
  ## v1.4.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.4.1)

  ## What's Changed

  ### Bug Fixes

  * Fix handling of agent max iterations
  * Resolve routing issues for LLM model syntax to respected providers

  ### Contributors

  @greysonlalonde
</Update>

<Update label="Nov 07, 2025">
  ## v1.4.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.4.0)

  ## What's Changed

  ### Features

  * Add support for non-AST plot routes
  * Implement first-class support for MCP
  * Add Pydantic validation dunder to BaseInterceptor
  * Add support for LLM message interceptor hooks
  * Cache i18n prompts for efficient use
  * Enhance QdrantVectorSearchTool

  ### Bug Fixes

  * Fix issues with keeping stopwords updated
  * Resolve unpickleable values in flow state
  * Ensure lite agents course-correct on validation errors
  * Fix callback argument hashing to ensure caching works
  * Allow adding RAG source content from valid URLs
  * Make plot node selection smoother
  * Fix duplicating document IDs for knowledge

  ### Refactoring

  * Improve MCP tool execution handling with concurrent futures
  * Simplify flow handling, typing, and logging; update UI and tests
  * Refactor stop word management to a property

  ### Documentation

  * Migrate embedder to embedding\_model and require vectordb across tool docs; add provider examples (en/ko/pt-BR)

  ### Contributors

  @danielfsbarreto, @greysonlalonde, @lorenzejay, @lucasgomide, @tonykipkemboi
</Update>

<Update label="Nov 01, 2025">
  ## v1.3.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.3.0)

  ## What's Changed

  ### Features

  * Refactor flow handling, typing, and logging
  * Enhance QdrantVectorSearchTool

  ### Bug Fixes

  * Fix Firecrawl tools and add tests
  * Refactor use\_stop\_words to property and add check for stop words

  ### Documentation

  * Migrate embedder to embedding\_model and require vectordb across tool docs
  * Add provider examples in English, Korean, and Portuguese

  ### Refactoring

  * Improve flow handling and UI updates

  ### Contributors

  @danielfsbarreto, @greysonlalonde, @lorenzejay, @lucasgomide, @tonykipkemboi
</Update>

<Update label="Oct 27, 2025">
  ## v1.2.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.2.1)

  ## What's Changed

  ### Features

  * Add support for Datadog integration
  * Support apps and mcps in liteagent

  ### Documentation

  * Describe mandatory environment variable for calling Platform tools for each integration
  * Add Datadog integration documentation

  ### Contributors

  @barieom, @lorenzejay, @lucasgomide, @sabrenner
</Update>

<Update label="Oct 24, 2025">
  ## v1.2.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.2.0)

  ## What's Changed

  ### Bug Fixes

  * Update default LLM model and improve error logging in LLM utilities
  * Change flow visualization directory and method inspection

  ### Dropping Unused

  * Remove aisuite

  ### Contributors

  @greysonlalonde, @lorenzejay
</Update>

<Update label="Oct 21, 2025">
  ## v1.1.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.1.0)

  ## What's Changed

  ### Features

  * Enhance InternalInstructor to support multiple LLM providers
  * Implement mypy plugin base
  * Improve QdrantVectorSearchTool

  ### Bug Fixes

  * Correct broken integration documentation links
  * Fix double trace call and add types
  * Pin template versions to latest

  ### Documentation

  * Update LLM integration details and examples

  ### Refactoring

  * Improve CrewBase typing

  ### Contributors

  @cwarre33, @danielfsbarreto, @greysonlalonde, @lorenzejay
</Update>

<Update label="Oct 20, 2025">
  ## v1.0.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.0.0)

  ## What's Changed

  ### Features

  * Bump versions to 1.0.0
  * Enhance knowledge and guardrail event handling in Agent class
  * Inject tool repository credentials in crewai run command

  ### Bug Fixes

  * Preserve nested condition structure in Flow decorators
  * Add standard print parameters to Printer.print method
  * Fix errors when there is no input() available
  * Add a leeway of 10s when decoding JWT
  * Revert bad cron schedule
  * Correct cron schedule to run every 5 days at specific dates
  * Use system PATH for Docker binary instead of hardcoded path
  * Add CodeQL configuration to properly exclude template directories

  ### Documentation

  * Update security policy for vulnerability reporting
  * Add guide for capturing telemetry logs in CrewAI AMP
  * Add missing /resume files
  * Clarify webhook URL parameter in HITL workflows

  ### Contributors

  @Vidit-Ostwal, @greysonlalonde, @heitorado, @joaomdmoura, @lorenzejay, @lucasgomide, @mplachta, @theCyberTech
</Update>

<Update label="Oct 18, 2025">
  ## v1.0.0b3 (Pre-release)

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.0.0b3)

  ## What's Changed

  ### Features

  * Enhance task guardrail functionality and validation
  * Improve support for importing native SDK
  * Add Azure native tests
  * Enhance BedrockCompletion class with advanced features
  * Enhance GeminiCompletion class with client parameter support
  * Enhance AnthropicCompletion class with additional client parameters

  ### Bug Fixes

  * Preserve nested condition structure in Flow decorators
  * Add standard print parameters to Printer.print method
  * Remove stdout prints and improve test determinism

  ### Refactoring

  * Convert project module to metaclass with full typing

  ### Contributors

  @greysonlalonde, @lorenzejay
</Update>

<Update label="Oct 16, 2025">
  ## v1.0.0b2 (Pre-release)

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.0.0b2)

  ## What's Changed

  ### Features

  * Enhance OpenAICompletion class with additional client parameters
  * Improve event bus thread safety and async support
  * Inject tool repository credentials in crewai run command

  ### Bug Fixes

  * Fix issue where it errors out if there is no input() available
  * Add a leeway of 10s when decoding JWT
  * Fix copying and adding NOT\_SPECIFIED check in task.py

  ### Documentation

  * Ensure CREWAI\_PLATFORM\_INTEGRATION\_TOKEN is mentioned in documentation
  * Update triggers documentation

  ### Contributors

  @Vidit-Ostwal, @greysonlalonde, @heitorado, @joaomdmoura, @lorenzejay, @lucasgomide
</Update>

<Update label="Oct 14, 2025">
  ## v1.0.0b1 (Pre-release)

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.0.0b1)

  ## What's Changed

  ### Features

  * Enhance OpenAICompletion class with additional client parameters
  * Improve event bus thread safety and async support
  * Implement Bedrock LLM integration

  ### Bug Fixes

  * Fix issue with missing input() availability
  * Resolve JWT decoding error by adding a leeway of 10 seconds
  * Inject tool repository credentials in crewai run command
  * Fix copy and add NOT\_SPECIFIED check in task.py

  ### Documentation

  * Ensure CREWAI\_PLATFORM\_INTEGRATION\_TOKEN is mentioned in documentation
  * Update triggers documentation

  ### Contributors

  @Vidit-Ostwal, @greysonlalonde, @heitorado, @joaomdmoura, @lorenzejay, @lucasgomide
</Update>

<Update label="Oct 13, 2025">
  ## v0.203.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.203.1)

  ## 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
</Update>

<Update label="Oct 09, 2025">
  ## v1.0.0a4 (Pre-release)

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.0.0a4)

  ## What's Changed

  ### Features

  * Enhance knowledge and guardrail event handling in Agent class
  * Introduce trigger listing and execution commands for local development
  * Update documentation with new approach to consume Platform Actions
  * Add guide for capturing telemetry logs in CrewAI AMP

  ### Bug Fixes

  * Revert bad cron schedule
  * Correct cron schedule to run every 5 days at specific dates
  * Remove duplicate line and add explicit environment variable
  * Resolve linting errors across the codebase
  * Replace print statements with logger in agent and memory handling
  * Use system PATH for Docker binary instead of hardcoded path
  * Allow failed PyPI publish
  * Match tag and release title, ignore devtools build for PyPI

  ### Documentation

  * Update security policy for vulnerability reporting
  * Add missing /resume files
  * Clarify webhook URL parameter in HITL workflows

  ### Contributors

  @Vidit-Ostwal, @greysonlalonde, @lorenzejay, @lucasgomide, @theCyberTech
</Update>

<Update label="Sep 30, 2025">
  ## v1.0.0a1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.0.0a1)

  ## What's Changed

  ### Core Improvements & Fixes

  * Fixed permission handling for `actions` in agent configuration
  * Updated CI workflows and release publishing to support the new monorepo structure
  * Bumped Python support to 3.13 and refreshed workspace metadata

  ### New Features & Enhancements

  * Added `apps` and `actions` attributes to `Agent` for richer runtime control
  * Merged the `crewai-tools` repository into the main workspace (monorepo)
  * Bumped all packages to 1.0.0a1 to mark the alpha milestone

  ### Cleanup & Infrastructure

  * Delivered a new CI pipeline with version pinning and publishing strategy
  * Unified internal code to manage multiple packages coherently
</Update>

<Update label="Sep 26, 2025">
  ## v0.201.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.201.1)

  ## What's Changed

  ### Core Improvements & Fixes

  * Renamed Watson embedding provider to `watsonx` and refreshed environment variable prefixes
  * Added ChromaDB compatibility for `watsonx` and `voyageai` embedding providers

  ### Cleanup & Deprecations

  * Standardized environment variable prefixes for all embedding providers
  * Bumped CrewAI to 0.201.1 and updated internal dependencies
</Update>

<Update label="Sep 24, 2025">
  ## v0.201.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.201.0)

  ## What's Changed

  ### Core Improvements & Fixes

  * Made the `ready` parameter optional in `_create_reasoning_plan`
  * Fixed nested config handling for embedder configuration
  * Added `batch_size` support to avoid token limit errors
  * Corrected Quickstart documentation directory naming
  * Resolved test duration cache issues 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` from the CLI
  * Enabled marking traces as failed for observability workflows
  * Added custom embedding types and provider migration support
  * Upgraded ChromaDB to v1.1.0 with compatibility fixes and type improvements
  * Added Pydantic-compatible import validation and reorganized dependency groups

  ### Documentation & Guides

  * Updated changelog coverage for recent releases (0.193.x series)
  * Documented metadata support for LLM Guardrail events
  * Added guidance for fallback behavior and configuration visibility

  ### Cleanup & Deprecations

  * Resolved Ruff and MyPy issues across modules
  * Improved type annotations and consolidated utilities
  * Deprecated legacy utilities in favor of Pydantic-compatible imports

  ### Contributors

  * @qizwiz (first contribution)
</Update>

<Update label="Sep 20, 2025">
  ## v0.193.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.193.2)

  ## What's Changed

  * Updated pyproject templates to use the right version
</Update>

<Update label="Sep 20, 2025">
  ## v0.193.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.193.1)

  ## What's Changed

  * Series of minor fixes and linter improvements
</Update>

<Update label="Sep 19, 2025">
  ## v0.193.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.193.0)

  ## 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 for `langgraph` and `openai` agent adapters with type annotations and docstrings
</Update>

<Update label="Sep 11, 2025">
  ## v0.186.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.186.1)

  ## What's Changed

  * Fixed version not being found and silently failing reversion
  * Bumped CrewAI version to 0.186.1 and updated dependencies in the CLI
</Update>

<Update label="Sep 10, 2025">
  ## v0.186.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.186.0)

  ## What's Changed

  * Refer to the GitHub release notes for detailed changes
</Update>

<Update label="Sep 04, 2025">
  ## v0.177.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.177.0)

  ## 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
</Update>

<Update label="Aug 28, 2025">
  ## v0.175.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.175.0)

  ## 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
</Update>

<Update label="Aug 19, 2025">
  ## v0.165.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.165.1)

  ## 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
</Update>

<Update label="Aug 19, 2025">
  ## v0.165.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.165.0)

  ## 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
</Update>

<Update label="Aug 13, 2025">
  ## v0.159.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.159.0)

  ## 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
</Update>

<Update label="Aug 06, 2025">
  ## v0.157.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/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
</Update>

<Update label="Jul 30, 2025">
  ## v0.152.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.152.0)

  ## 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
</Update>

<Update label="Jul 23, 2025">
  ## v0.150.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.150.0)

  ## 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

  ## 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
</Update>

<Update label="Jul 16, 2025">
  ## v0.148.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.148.0)

  ## 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
</Update>

<Update label="Jul 09, 2025">
  ## v0.141.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.141.0)

  ## 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
</Update>

<Update label="Jul 02, 2025">
  ## v0.140.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.140.0)

  ## 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
</Update>

<Update label="Jun 25, 2025">
  ## v0.134.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.134.0)

  ## 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
</Update>

<Update label="Jun 12, 2025">
  ## v0.130.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.130.0)

  ## 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
</Update>

<Update label="Jun 05, 2025">
  ## v0.126.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.126.0)

  ### 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
</Update>

<Update label="May 27, 2025">
  ## v0.121.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.121.1)

  Bug fixes and better docs
</Update>

<Update label="May 22, 2025">
  ## v0.121.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.121.0)

  # 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
</Update>

<Update label="May 15, 2025">
  ## v0.120.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.120.1)

  ## Whats New

  * Fixes Interpolation with hyphens
</Update>

<Update label="May 14, 2025">
  ## v0.120.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.120.0)

  ### 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
</Update>

<Update label="May 08, 2025">
  ## v0.119.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.119.0)

  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
</Update>

<Update label="Apr 30, 2025">
  ## v0.118.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.118.0)

  ### 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.
</Update>

<Update label="Apr 28, 2025">
  ## v0.117.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.117.1)

  * build: upgrade crewai-tools
  * upgrade liteLLM to latest version
  * Fix Mem0 OSS
</Update>

<Update label="Apr 28, 2025">
  ## v0.117.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.117.0)

  # 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.
</Update>

<Update label="Apr 10, 2025">
  ## v0.114.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.114.0)

  # 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
</Update>

<Update label="Mar 17, 2025">
  ## v0.108.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.108.0)

  # 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
</Update>

<Update label="Mar 09, 2025">
  ## v0.105.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.105.0)

  **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.
</Update>

<Update label="Feb 13, 2025">
  ## v0.102.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.102.0)

  ### 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.
</Update>

<Update label="Jan 28, 2025">
  ## v0.100.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.100.0)

  * 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
</Update>

<Update label="Jan 20, 2025">
  ## v0.98.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.98.0)

  * 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
</Update>

<Update label="Jan 04, 2025">
  ## v0.95.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.95.0)

  * 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
</Update>

<Update label="Dec 05, 2024">
  ## v0.86.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.86.0)

  * 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
</Update>

<Update label="Dec 04, 2024">
  ## v0.85.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.85.0)

  * 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
</Update>

<Update label="Nov 25, 2024">
  ## v0.83.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.83.0)

  * 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
</Update>

<Update label="Nov 14, 2024">
  ## v0.80.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.80.0)

  * Fixing Tokens callback replacement bug
  * Fixing Step callback issue
  * Add cached prompt tokens info on usage metrics
  * Fix crew\_train\_success test
</Update>

<Update label="Nov 11, 2024">
  ## v0.79.4

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.79.4)

  Series of small bug fixes around llms support
</Update>

<Update label="Nov 10, 2024">
  ## v0.79.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.79.0)

  * 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
</Update>

<Update label="Oct 30, 2024">
  ## v0.76.9

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.76.9)

  * 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\_(..., ..., ...))
</Update>

<Update label="Oct 23, 2024">
  ## v0.76.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.76.2)

  Updating crewai create commadn
</Update>

<Update label="Oct 23, 2024">
  ## v0.76.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.76.0)

  * 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
</Update>

<Update label="Oct 23, 2024">
  ## v0.75.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.75.1)

  new `--provider` option on crewai crewat
</Update>

<Update label="Oct 23, 2024">
  ## v0.75.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.75.0)

  * 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
</Update>

<Update label="Oct 18, 2024">
  ## v0.74.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.74.2)

  * feat: add poetry.lock to uv migration
  * fix tool calling issue
</Update>

<Update label="Oct 18, 2024">
  ## v0.74.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.74.0)

  * 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
</Update>

<Update label="Oct 11, 2024">
  ## v0.70.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.70.1)

  * 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
</Update>

<Update label="Sep 27, 2024">
  ## v0.65.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.65.2)

  * Adding experimental Flows feature
  * Fixing order of tasks bug
  * Updating templates
</Update>

<Update label="Sep 27, 2024">
  ## v0.64.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.64.0)

  * 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
</Update>

<Update label="Sep 25, 2024">
  ## v0.63.6

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.63.6)

  * Updating projects templates
</Update>

<Update label="Sep 25, 2024">
  ## v0.63.5

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.63.5)

  * Bringing support to o1 family back, and any model that don't support stop words
  * Updating dependencies
  * Updating logs
  * Updating docs
</Update>

<Update label="Sep 24, 2024">
  ## v0.63.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.63.2)

  * Adding OPENAI\_BASE\_URL as fallback
  * Adding proper LLM import
  * Updating docs
</Update>

<Update label="Sep 24, 2024">
  ## v0.63.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.63.1)

  * Small bug fix for support future CrewAI deploy
</Update>

<Update label="Sep 24, 2024">
  ## v0.63.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.63.0)

  * 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`
</Update>

<Update label="Sep 18, 2024">
  ## v0.61.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.61.0)

  * 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
</Update>

<Update label="Sep 16, 2024">
  ## v0.60.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.60.0)

  * Removing LangChain and Rebuilding Executor
  * Get all of out tests back to green
  * Adds the ability to not use system prompt use\_system\_prompt on the Agent
  * Adds the ability to not use stop words (to support o1 models) use\_stop\_words on the Agent
  * Sliding context window gets renamed to respect\_context\_window, and enable by default
  * Delegation is now disabled by default
  * Inner prompts were slightly changed as well
  * Overall reliability and quality of results
  * New support for:
    * Number of max requests per minute
    * A maximum number of iterations before giving a final answer
    * Proper take advantage of system prompts
    * Token calculation flow
    * New logging of the crew and agent execution
</Update>

<Update label="Sep 13, 2024">
  ## v0.55.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.55.2)

  * Adding ability for auto complete
  * Add name and expected\_output to TaskOutput
  * New `crewai install` CLI
  * New `crewai deploy` CLI
  * Cleaning up of Pipeline feature
  * Updated docs
  * Dev experience improvements like bandit CI pipeline
  * Fix bugs:
    * Ability to use `planning_llm`
    * Fix YAML based projects
    * Fix Azure support
    * Add support to Python 3.10
    * Moving away from Pydantic v1
</Update>

<Update label="Aug 11, 2024">
  ## v0.51.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.51.0)

  * crewAI Testing / Evaluation - [https://docs.crewai.com/core-concepts/Testing/](https://docs.crewai.com/core-concepts/Testing/)
  * Adding new sliding context window
  * Allowing all attributes on YAML - [https://docs.crewai.com/getting-started/Start-a-New-CrewAI-Project-Template-Method/#customizing-your-project](https://docs.crewai.com/getting-started/Start-a-New-CrewAI-Project-Template-Method/#customizing-your-project)
  * Adding initial Pipeline Structure - [https://docs.crewai.com/core-concepts/Pipeline/](https://docs.crewai.com/core-concepts/Pipeline/)
  * Ability to set LLM for planning step - [https://docs.crewai.com/core-concepts/Planning/](https://docs.crewai.com/core-concepts/Planning/)
  * New crew run command - [https://docs.crewai.com/getting-started/Start-a-New-CrewAI-Project-Template-Method/#running-your-project](https://docs.crewai.com/getting-started/Start-a-New-CrewAI-Project-Template-Method/#running-your-project)
  * Saving file now dumps dict into JSON - [https://docs.crewai.com/core-concepts/Tasks/#creating-directories-when-saving-files](https://docs.crewai.com/core-concepts/Tasks/#creating-directories-when-saving-files)
  * Using verbose settings for tool outputs
  * Added new Github Templates
  * New Vision tool - [https://docs.crewai.com/tools/VisionTool/](https://docs.crewai.com/tools/VisionTool/)
  * New DALL-E Tool - [https://docs.crewai.com/tools/DALL-ETool/](https://docs.crewai.com/tools/DALL-ETool/)
  * New MySQL tool - [https://docs.crewai.com/tools/MySQLTool/](https://docs.crewai.com/tools/MySQLTool/)
  * New NL2SQL Tool - [https://docs.crewai.com/tools/NL2SQLTool.md](https://docs.crewai.com/tools/NL2SQLTool.md)
  * Bug Fixes:
    * Bug with planning feature output
    * Async tasks for hierarchical process
    * Better pydantic output for non OAI models
    * JSON truncation issues
    * Fix logging types
    * Only import AgentOps if the Env Key is set
    * Sanitize agent roles to ensure valid directory names (Windows)
    * Tools name shouldn't contain space for OpenAI
    * A bunch of minor issues
</Update>

<Update label="Jul 20, 2024">
  ## v0.41.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.41.1)

  * Fix bug with planning feature
</Update>

<Update label="Jul 19, 2024">
  ## v0.41.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.41.0)

  * **\[Breaking Change]** Type Safe output
    * All crews and tasks now return a proper object TaskOuput and CrewOutput
  * **\[Feature]** New planning feature for crews (plan before act)
    * by adding planning=True to the Crew instance
  * **\[Feature]** Introduced Replay Feature
    * New CLI that allow you to list the tasks from last run and replay from a specific one
  * **\[Feature]** Ability to reset memory
    * You can clean your crew memory before running it again
  * **\[Feature]** Add retry feature for LLM calls
    * You can retry llm calls and not stop the crew execution
  * **\[Feature]** Added ability to customize converter
  * **\[Tool]** Enhanced tools with type hinting and new attributes
  * **\[Tool]** Added MultiON Tool
  * **\[Tool]** Fixed filecrawl tools
  * **\[Tool]** Fixed bug in Scraping tool
  * **\[Tools]** Bumped crewAI-tools dependency to version
  * **\[Bugs]** General bug fixes and improvements
  * **\[Bugs]** Telemetry fixes
  * **\[Bugs]** Spell check corrections
  * **\[Docs]** Updated documentation
</Update>

<Update label="Jul 06, 2024">
  ## v0.36.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.36.0)

  * Bug fix
  * Updating Docs
  * Updating native prompts
  * Fixing TYPOs on the prompts
  * Adding AgentOps native support
  * Adding Firecrawl Tools
  * Adding new ability to return a tool results as an agent result
  * Improving coding Interpreter tool
  * Adding new option to create your own corveter class (docs pending)
</Update>

<Update label="Jul 04, 2024">
  ## v0.35.8

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.35.8)

  * fixing embechain dependency issue
</Update>

<Update label="Jul 02, 2024">
  ## v0.35.7

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.35.7)

  * New @composiohq integration is out
  * Documentation update
  * Custom GPT Updated
  * Adjusting manager verbosity level
  * Bug fixes
</Update>

<Update label="Jul 01, 2024">
  ## v0.35.5

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.35.5)

  * Fix embedchain dependency
</Update>

<Update label="Jul 01, 2024">
  ## v0.35.4

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.35.4)

  * Updating crewai create CLI to use the new version
</Update>

<Update label="Jul 01, 2024">
  ## v0.35.3

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.35.3)

  * Code Execution Bug fixed
  * Updating overall docs
  * Bumping version of crewai-tools
  * Bumping versions of many dependencies
  * Overall bugfixes
</Update>

<Update label="Jun 29, 2024">
  ## v0.35.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.35.0)

  * Your agents can now execute code
  * Bring Any 3rd-party agent, LlamaIndex, LangChain and Autogen  agents can all be part of your crew now!
  * Train you crew before you execute it and get consistent results! New CLI `crewai train -n X`
  * Bug fixes and docs updates (still missing some new docs updates coming soon)
</Update>

<Update label="Jun 22, 2024">
  ## v0.32.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.32.2)

  * Updating `crewai create` CLI to use the new version
  * Fixing delegation agent matching
</Update>

<Update label="Jun 21, 2024">
  ## v0.32.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.32.0)

  * New `kickoff_for_each`, `kickoff_async` and `kickoff_for_each_async` methods for better control over the kickoff process
  * Adding support for all LlamaIndex hub integrations
  * Adding `usage_metrics` to full output or a crew
  * Adding support to multiple crews on the new YAML format
  * Updating dependencies
  * Fixed Bugs and TYPOs
  * Documentation updated
  * Added search in docs
  * Making gpt-4o the default model
  * Adding new docs for LangTrace, Browserbase and Exa Search
  * Adding timestamp to logging
</Update>

<Update label="May 23, 2024">
  ## v0.30.11

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.30.11)

  * Updating project generation template
</Update>

<Update label="May 14, 2024">
  ## v0.30.8

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.30.8)

  * Updating dependencies
  * Small bug fixes on crewAI project structure
  * Removing custom YAML parser for now
</Update>

<Update label="May 14, 2024">
  ## v0.30.5

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.30.5)

  * Making agent delegation more versatile for smaller models
</Update>

<Update label="May 13, 2024">
  ## v0.30.4

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.30.4)

  **Docs Update will follow** sorry about that and thank you for bearing with me, we are launching new docs soon!

  ➿  Fixing task callback
  🧙  Ability to set a specific agent as manager instead of having crew create your one
  📄  Ability to set system, prompt and response templates, so it works more reliable with opensource models (works better with smaller models)
  👨‍💻  Improving json and pydantic output (works better with smaller models)
  🔎 Improving tool name recognition (works better with smaller models)
  🧰  Improvements for tool usage (works better with smaller models)
  📃  Initial support to bring your own prompts
  2️⃣  Fixing duplicating token calculator metrics
  🪚  Adding couple new tools, Browserbase and Exa Search
  📁  Ability to create directory when saving as file
  🔁  Updating dependencies - double check tools
  📄  Overall small documentation improvements
  🐛  Smaller bug fixes (typos and such)
  👬  Fixing co-worker / coworker issues
  👀  Smaller Readme Updates
</Update>

<Update label="Apr 11, 2024">
  ## v0.28.8

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.28.8)

  * updating version used on crewai CLI
</Update>

<Update label="Apr 11, 2024">
  ## v0.28.7

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/0.28.7)

  * Bug fixes
  * Updating crewAI tool version with bug fixes
</Update>

<Update label="Apr 08, 2024">
  ## v0.28.5

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.28.5)

  * Major Long term memory interpolation issue
  * Updating tools package dependency with fixes
  * Removing unnecessary certificate
</Update>

<Update label="Apr 07, 2024">
  ## v0.28.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.28.2)

  * Major long term memory fix
</Update>

<Update label="Apr 06, 2024">
  ## v0.28.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.28.1)

  * Updating crewai-tools to 0.1.15
</Update>

<Update label="Apr 05, 2024">
  ## v0.28.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.28.0)

  * Not overriding LLM callbacks
  * Adding `max_execution_time` support
  * Adding specific memory docs
  * Moving tool usage logging color to purple from yellow
  * Updating Docs
</Update>

<Update label="Apr 04, 2024">
  ## v0.27.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.27.0)

  * 🧠 **Memory (shared crew memory)** - To enable it just add `memory=True` to your crew, it will work transparently and make outcomes better and more reliable, it's disable by default for now
  * 🤚🏼 **Native Human Input Support:** [docs](https://docs.crewai.com/how-to/Human-Input-on-Execution/)
  * 🌐 **Universal RAG Tools Support:** Any models, beyond just OpenAI. [Example](https://docs.crewai.com/tools/DirectorySearchTool/#custom-model-and-embeddings)
  * 🔍 **Enhanced Cache Control:** Meet the ingenious cache\_function attribute: [docs](https://docs.crewai.com/core-concepts/Tools/#custom-caching-mechanism)
  * 🔁 **Updated crewai-tools Dependency:** Always in sync with the latest and greatest.
  * ⛓️ **Cross Agent Delegation:** Smoother cooperation between agents.
  * 💠 **Inner Prompt Improvements:** A finer conversational flow.
  * 📝 **Improving tool usage with better parsing**
  * 🔒 **Security improvements and updating dependencies**
  * 📄 **Documentation improved**
  * 🐛 **Bug fixes**
</Update>

<Update label="Mar 12, 2024">
  ## v0.22.5

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.22.5)

  * Other minor import issues on the new templates
</Update>

<Update label="Mar 12, 2024">
  ## v0.22.4

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.22.4)

  Fixing template issues
</Update>

<Update label="Mar 11, 2024">
  ## v0.22.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.22.2)

  * Fixing bug on the new cli template
  * Guaranteeing tasks order on new cli template
</Update>

<Update label="Mar 11, 2024">
  ## v0.22.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.22.0)

  * Adding initial CLI `crewai create` command
  * Adding ability to agents and tasks to be defined using dictionaries
  * Adding more clear agent logging
  * Fixing bug Exceed maximum recursion depth bug
  * Fixing docs
  * Updating README
</Update>

<Update label="Mar 04, 2024">
  ## v0.19.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.19.0)

  * Efficiency in tool usage +1023.21%
  * Mean tools used +276%
  * Tool errors slashed by 67%, more reliable than ever.
  * Delegation capabilities enhanced
  * Ability to fallback to function calling by setting `function_calling_llm` to Agent or Crew
  * Ability to get crew execution metrics after `kickoff` with `crew.usage_metrics`
  * Adding ability for inputs being passed in kickoff now `crew.kickoff(inputs: {'key': 'value})`
  * Updating Docs
</Update>

<Update label="Feb 28, 2024">
  ## v0.16.3

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.16.3)

  * Fixing overall bugs
  * Making sure code is backwards compatible
</Update>

<Update label="Feb 28, 2024">
  ## v0.16.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.16.0)

  * Removing lingering `crewai_tools` dependency
  * Adding initial support for inputs interpolation (missing docs)
  * Adding ability to track tools usage, tools error, formatting errors, tokens usage
  * Updating README
</Update>

<Update label="Feb 26, 2024">
  ## v0.14.4

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.14.4)

  * Updating timeouts
  * Updating docs
  * Removing crewai\_tools as a mandatory
  * Making agents memory-less by default for token count reduction (breaking change for people counting on this previously)
</Update>

<Update label="Feb 24, 2024">
  ## v0.14.3

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.14.3)

  * Fixing broken docs link
  * Adding support for agents without tools
  * Avoid empty task outputs
</Update>

<Update label="Feb 22, 2024">
  ## v0.14.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.14.0)

  All improvements from the v0.14.0rc.

  * Support to export json and pydantic from opensource models
</Update>

<Update label="Feb 20, 2024">
  ## v0.14.0rc

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.14.0rc0)

  * Adding support to crewai-tools
  * Adding support to format tasks output as Pydantic Objects Or JSON
  * Adding support to save tasks ouput to a file
  * Improved reliability for inter agent delegation
  * Revamp tools usage logic to proper use function calling
  * Updating internal prompts
  * Supporting tools with no arguments
  * Bug fixes
</Update>

<Update label="Feb 16, 2024">
  ## v0.11.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.11.2)

  * Adding further error logging so users understand what is happening if a tool fails
</Update>

<Update label="Feb 16, 2024">
  ## v0.11.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.11.1)

  * It fixes a  bug on the tool usage logic that was early caching the result even if there was an error on the usage, preventing it from using the tool again.
  * It will also print any error message in red allowing the user to understand what was the problem with the tool.
</Update>

<Update label="Feb 13, 2024">
  ## v0.11.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.11.0)

  * Ability to set `function_calling_llm` on both the entire crew and individual agents
  * Some early attempts on cost reduction
  * Improving function calling for tools
  * Updates docs
</Update>

<Update label="Feb 10, 2024">
  ## v0.10.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.10.0)

  * Ability to get `full_ouput` from crew kickoff with all tasks outputs
  * Ability to set `step_callback` function for both Agents and Crews so you can get all intermediate steps
  * Remembering Agent of the expected format after certain number of tool usages.
  * New tool usage internals now using json, unlocking tools with multiple arguments
  * Refactoring overall delegation logic, now way more reliable
  * Fixed `max_inter` bug now properly forcing llm to answer as it gets to that
  * Rebuilt caching structure, making sure multiple agents can use the same cache
  * Refactoring Task repeated usage prevention logic
  * Removing now unnecessary `CrewAgentOutputParser`
  * Opt-in to share complete crew related data with the crewAI team
  * Overall Docs update
</Update>

<Update label="Feb 08, 2024">
  ## v0.5.5

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.5.5)

  * Overall doc + readme improvements
  * Fixing RPM controller being set unnecessarily
  * Adding early stage anonymous telemetry for lib improvement
</Update>

<Update label="Feb 07, 2024">
  ## v0.5.3

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.5.3)

  * quick Fix for hierarchical manager
</Update>

<Update label="Feb 06, 2024">
  ## v0.5.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.5.2)

  * Adding `manager_llm` for hierarchical process
  * Improving `max_inter` and `max_rpm` logic
  * Updating README and Docs
</Update>

<Update label="Feb 04, 2024">
  ## v0.5.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.5.0)

  This new version bring a lot of new features and improvements to the library.

  ## Features

  * Adding Task Callbacks.
  * Adding support for Hierarchical process.
  * Adding ability to references specific tasks in another task.
  * Adding ability to parallel task execution.

  ## Improvements

  * Revamping Max Iterations and Max Requests per Minute.
  * Developer experience improvements, docstrings and such.
  * Small improvements and TYPOs.
  * Fix static typing errors.
  * Updated README and Docs.
</Update>

<Update label="Jan 14, 2024">
  ## v0.1.32

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.1.32)

  * Moving to LangChain 0.1.0
  * Improving Prompts
  * Adding ability to limit maximum number of iterations for an agent
  * Adding ability to Request Per Minute throttling for both Agents and Crews
  * Adding initial support for translations
  * Adding Greek translation
  * Improve code readability
  * Starting new documentation with mkdocs
</Update>

<Update label="Jan 07, 2024">
  ## v0.1.23

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.1.23)

  * Many Reliability improvements
  * Prompt changes
  * Initial changes for supporting multiple languages
  * Fixing bug on task repeated execution
  * Better execution error handling
  * Updating READMe
</Update>

<Update label="Dec 30, 2023">
  ## v0.1.14

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.1.14)

  * Adding tool caching a loop execution prevention. (@joaomdmoura)
  * Adding more guidelines for Agent delegation. (@joaomdmoura)
  * Updating to use new openai lib version. (@joaomdmoura)
  * Adding verbose levels to the logger. (@joaomdmoura)
  * Removing WIP code. (@joaomdmoura)
  * A lot of developer quality of life improvements (Special thanks to @greysonlalonde).
  * Updating to pydantic v2 (Special thanks to @greysonlalonde as well).
</Update>

<Update label="Nov 24, 2023">
  ## v0.1.2

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.1.2)

  * Adding ability to use other LLMs, not OpenAI
</Update>

<Update label="Nov 19, 2023">
  ## v0.1.1

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.1.1)

  # CrewAI v0.1.1 Release Notes

  ## What's New

  * **Crew Verbose Mode**:  Now allowing you to inspect a the tasks are being executed.

  * **README and Docs Updates**: A series of minor updates on the docs
</Update>

<Update label="Nov 14, 2023">
  ## v0.1.0

  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/v0.1.0)

  # CrewAI v0.1.0 Release Notes

  We are thrilled to announce the initial release of CrewAI, version 0.1.0! CrewAI is a framework designed to facilitate the orchestration of autonomous AI agents capable of role-playing and collaboration to accomplish complex tasks more efficiently.

  ## What's New

  * **Initial Launch**: CrewAI is now officially in the wild! This foundational release lays the groundwork for AI agents to work in tandem, each with its own specialized role and objectives.

  * **Role-Based Agent Design**: Define and customize agents with specific roles, goals, and the tools they need to succeed.

  * **Inter-Agent Delegation**: Agents are now equipped to autonomously delegate tasks, enabling dynamic distribution of workload among the team.

  * **Task Management**: Create and assign tasks dynamically with the flexibility to specify the tools needed for each task.

  * **Sequential Processes**: Set up your agents to tackle tasks one after the other, ensuring organized and predictable workflows.

  * **Documentation**: Start exploring CrewAI with our initial documentation that guides you through the setup and use of the framework.

  ## Enhancements

  * Detailed API documentation for the `Agent`, `Task`, `Crew`, and `Process` classes.
  * Examples and tutorials to help you build your first CrewAI application.
  * Basic setup for collaborative and delegation mechanisms among agents.

  ## Known Issues

  * As this is the first release, there may be undiscovered bugs and areas for optimization. We encourage the community to report any issues found during use.

  ## Upcoming Features

  * **Advanced Process Management**: In future releases, we will introduce more complex processes for task management including consensual and hierarchical workflows.
</Update>