- Change model format from "gemini/gemini-1.5-pro-latest" to "gemini-1.5-pro-latest"
in Vertex AI section examples
- Update both English and Portuguese documentation files
- Fixes incorrect provider prefix usage for Vertex AI models
- Ensures consistency with Vertex AI provider requirements
Files changed:
- docs/en/concepts/llms.mdx (line 272)
- docs/pt-BR/concepts/llms.mdx (line 270)
Co-authored-by: Tony Kipkemboi <iamtonykipkemboi@gmail.com>
- Updated `crewai-tools` dependency from `0.55.0` to `0.58.0` in `pyproject.toml` and `uv.lock`.
- Added new packages `anthropic`, `browserbase`, `playwright`, `pyee`, and `stagehand` with their respective versions in `uv.lock`.
- Bumped the version of the CrewAI library from `0.148.0` to `0.150.0` in `__init__.py`.
- Updated dependency versions in CLI templates for crew, flow, and tool projects to reflect the new CrewAI version.
* feat: add SerperScrapeWebsiteTool for extracting clean content from URLs
* feat: add required SERPER_API_KEY env var validation to SerperScrapeWebsiteTool
* Changed v1.1 -> v2
* Fixed Test Cases:
* Fixed linting issues
* Changed docs
* Refractored the storage
* Fixed test cases
* Fixing run-time checks
* Fixed Test Case
* Updated docs and added test case for custom categories
* Add the TODO back
* Minor Changes
* Added output_format in search
* Minor changes
* Added output_format and version in both search and save
* Small change
* Minor bugs
* Fixed test cases
* Changed docs
---------
Co-authored-by: Lucas Gomide <lucaslg200@gmail.com>
* docs: add create_directory parameter
* docs: remove string guardrails to focus on function guardrails
* docs: remove get help from docs.json
* docs: update pt-BR docs.json changes
- Mark UserMemory and UserMemoryItem for removal in v0.156.0 or 2025-08-04
- Update all references with deprecation warnings
- Users should migrate to ExternalMemory
* docs: Add Tavily Search and Extractor tools documentation
* docs: Add Tavily Search and Extractor tools to the documentation
---------
Co-authored-by: Tony Kipkemboi <iamtonykipkemboi@gmail.com>
* Update CrewAI version to 0.148.0 in project templates and dependencies
* Update crewai-tools dependency to version 0.55.0 in pyproject.toml and uv.lock for improved functionality and performance.
* feat: add exchanged messages in LLMCallCompletedEvent
* feat: add GoalAlignment metric for Agent evaluation
* feat: add SemanticQuality metric for Agent evaluation
* feat: add Tool Metrics for Agent evaluation
* feat: add Reasoning Metrics for Agent evaluation, still in progress
* feat: add AgentEvaluator class
This class will evaluate Agent' results and report to user
* fix: do not evaluate Agent by default
This is a experimental feature we still need refine it further
* test: add Agent eval tests
* fix: render all feedback per iteration
* style: resolve linter issues
* style: fix mypy issues
* fix: allow messages be empty on LLMCallCompletedEvent
* feat: add Experiment evaluation framework with baseline comparison
* fix: reset evaluator for each experiement iteraction
* fix: fix track of new test cases
* chore: split Experimental evaluation classes
* refactor: remove unused method
* refactor: isolate Console print in a dedicated class
* fix: make crew required to run an experiment
* fix: use time-aware to define experiment result
* test: add tests for Evaluator Experiment
* style: fix linter issues
* fix: encode string before hashing
* style: resolve linter issues
* feat: add experimental folder for beta features (#3141)
* test: move tests to experimental folder
* Fix#3149: Add missing create_directory parameter to Task class
- Add create_directory field with default value True for backward compatibility
- Update _save_file method to respect create_directory parameter
- Add comprehensive tests covering all scenarios
- Maintain existing behavior when create_directory=True (default)
The create_directory parameter was documented but missing from implementation.
Users can now control directory creation behavior:
- create_directory=True (default): Creates directories if they don't exist
- create_directory=False: Raises RuntimeError if directory doesn't exist
Fixes issue where users got TypeError when trying to use the documented
create_directory parameter.
Co-Authored-By: Jo\u00E3o <joao@crewai.com>
* Fix lint: Remove unused import os from test_create_directory_true
- Removes F401 lint error: 'os' imported but unused
- All lint checks should now pass
Co-Authored-By: Jo\u00E3o <joao@crewai.com>
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Jo\u00E3o <joao@crewai.com>
* Compaing BaseLLM class instead of LLM
* Fixed test cases
* Fixed Linting Issues
* removed last line
---------
Co-authored-by: Lucas Gomide <lucaslg200@gmail.com>
* Added add_sources()
* Fixed the agent knowledge querying
* Added test cases
* Fixed linting issue
* Fixed logic
* Seems like a falky test case
* Minor changes
* Added knowledge attriute to the crew documentation
* Flaky test
* fixed spaces
* Flaky Test Case
* Seems like a flaky test case
---------
Co-authored-by: Lucas Gomide <lucaslg200@gmail.com>
* Enhance EnterpriseActionTool with improved schema processing and error handling
- Added methods for sanitizing names and processing schema types, including support for nested models and nullable types.
- Improved error handling during schema creation and processing, with warnings for failures.
- Updated parameter handling in the `_run` method to clean up `kwargs` before sending requests.
- Introduced a detailed description generation for nested schema structures to enhance tool documentation.
* Add tests for EnterpriseActionTool schema conversion and validation
- Introduced a new test class for validating complex nested schemas in EnterpriseActionTool.
- Added tests for schema conversion, optional fields, enum validation, and required nested fields.
- Implemented execution tests to ensure the tool can handle complex validated input correctly.
- Verified model naming conventions and added tests for simpler schemas with basic enum validation.
- Enhanced overall test coverage for the EnterpriseActionTool functionality.
* Update chromadb dependency version in pyproject.toml and uv.lock
- Changed chromadb version from >=0.4.22 to ==0.5.23 in both pyproject.toml and uv.lock to ensure compatibility and stability.
* Update test workflow configuration
- Changed EMBEDCHAIN_DB_URI to point to a temporary test database location.
- Added CHROMA_PERSIST_PATH for specifying the path to the Chroma test database.
- Cleaned up the test run command in the workflow file.
* reverted
* feat: add exchanged messages in LLMCallCompletedEvent
* feat: add GoalAlignment metric for Agent evaluation
* feat: add SemanticQuality metric for Agent evaluation
* feat: add Tool Metrics for Agent evaluation
* feat: add Reasoning Metrics for Agent evaluation, still in progress
* feat: add AgentEvaluator class
This class will evaluate Agent' results and report to user
* fix: do not evaluate Agent by default
This is a experimental feature we still need refine it further
* test: add Agent eval tests
* fix: render all feedback per iteration
* style: resolve linter issues
* style: fix mypy issues
* fix: allow messages be empty on LLMCallCompletedEvent
- Bump crewAI version to 0.141.0 in __init__.py for alignment with updated dependencies.
- Update `crewai-tools` dependency version to 0.51.0 in pyproject.toml and related template files.
- Add new testing dependencies: pytest-split and pytest-xdist for improved test execution.
- Ensure compatibility with the latest package versions in uv.lock and template files.
* INTPYTHON-580 Design and Implement MongoDBVectorSearchTool
* add implementation
* wip
* wip
* finish tests
* add todo
* refactor to wrap langchain-mongodb
* cleanup
* address review
* Fix usage of EnvVar class
* inline code
* lint
* lint
* fix usage of SearchIndexModel
* Refactor: Update EnvVar import path and remove unused tests.utils module
- Changed import of EnvVar from tests.utils to crewai.tools in multiple files.
- Updated README.md for MongoDB vector search tool with additional context.
- Modified subprocess command in vector_search.py for package installation.
- Cleaned up test_generate_tool_specs.py to improve mock patching syntax.
- Deleted unused tests/utils.py file.
* update the crewai dep and the lockfile
* chore: update package versions and dependencies in uv.lock
- Removed `auth0-python` package.
- Updated `crewai` version to 0.140.0 and adjusted its dependencies.
- Changed `json-repair` version to 0.25.2.
- Updated `litellm` version to 1.72.6.
- Modified dependency markers for several packages to improve compatibility with Python versions.
* refactor: improve MongoDB vector search tool with enhanced error handling and new dimensions field
- Added logging for error handling in the _run method and during client cleanup.
- Introduced a new 'dimensions' field in the MongoDBVectorSearchConfig for embedding vector size.
- Refactored the _run method to return JSON formatted results and handle exceptions gracefully.
- Cleaned up import statements and improved code readability.
* address review
* update tests
* debug
* fix test
* fix test
* fix test
* support azure openai
---------
Co-authored-by: lorenzejay <lorenzejaytech@gmail.com>
* - Added CouchbaseFTSVectorStore as a CrewAI tool.
- Wrote a README to setup the tool.
- Wrote test cases.
- Added Couchbase as an optional dependency in the project.
* Fixed naming in some places. Added docstrings. Added instructions on how to create a vector search index.
* Fixed pyproject.toml
* error handling and response format
- Removed unnecessary ImportError for missing 'couchbase' package.
- Changed response format from a concatenated string to a JSON array for search results.
- Updated error handling to return error messages instead of raising exceptions in certain cases.
- Adjusted tests to reflect changes in response format and error handling.
* Update dependencies in pyproject.toml and uv.lock
- Changed pydantic version from 2.6.1 to 2.10.6 in both pyproject.toml and uv.lock.
- Updated crewai-tools version from 0.42.2 to 0.42.3 in uv.lock.
- Adjusted pydantic-core version from 2.33.1 to 2.27.2 in uv.lock, reflecting the new pydantic version.
* Removed restrictive pydantic version and updated uv.lock
* synced lockfile
* regenerated lockfile
* updated lockfile
* regenerated lockfile
* Update tool specifications for
* Fix test cases
---------
Co-authored-by: AayushTyagi1 <tyagiaayush5@gmail.com>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Add crew context tracking using OpenTelemetry baggage for thread-safe propagation. Context is set during kickoff and cleaned up in finally block. Added thread safety tests with mocked agent execution.
- Add pytest-xdist and pytest-split to dev dependencies for parallel test execution
- Split tests into 8 parallel groups per Python version for better distribution
- Enable CPU-level parallelization with -n auto to maximize resource usage
- Add fail-fast strategy and maxfail=3 to stop early on failures
- Add job name to match branch protection rules
- Reduce test timeout from default to 30s for faster failure detection
- Remove redundant cache configuration
