andre/crewAI
1
0
Fork 0
mirror of https://github.com/crewAIInc/crewAI.git synced 2026-01-14 18:48:29 +00:00
Code Issues Actions 3 Packages Projects Releases Wiki Activity
Files
b858d705a8a32ec89ced8a96443aa7b3f60e24c2
crewAI/docs/en/changelog.mdx
Lorenze Jay 6050a7b3e0 chore: update changelog for version 1.8.0 release (#4206) 
- Added new features including native async chain for a2a, a2a update mechanisms, and global flow configuration for human-in-the-loop feedback.
- Improved event handling with enhancements to EventListener and TraceCollectionListener.
- Fixed bugs related to missing a2a dependencies and WorkOS login polling.
- Updated documentation for webhook-streaming and adjusted language in AOP to AMP documentation.
- Acknowledged contributors for this release.
2026-01-09 16:44:45 -08:00

2428 lines
77 KiB
Plaintext
Raw Blame History

This file contains invisible Unicode characters
This file contains invisible Unicode characters that are indistinguishable to humans but may be processed differently by a computer. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
---
title: "Changelog"
description: "Product updates, improvements, and bug fixes for CrewAI"
icon: "clock"
mode: "wide"
---
<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/
- 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
- Adding initial Pipeline Structure - https://docs.crewai.com/core-concepts/Pipeline/
- Ability to set LLM for planning step - 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
- Saving file now dumps dict into JSON - 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/
- New DALL-E Tool - https://docs.crewai.com/tools/DALL-ETool/
- New MySQL tool - https://docs.crewai.com/tools/MySQLTool/
- New NL2SQL Tool - 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>
Reference in New Issue View Git Blame Copy Permalink