- Introduced detailed documentation for integrations including Asana, Box, ClickUp, GitHub, Gmail, Google Calendar, Google Sheets, HubSpot, Jira, Linear, Notion, Salesforce, Shopify, Slack, Stripe, and Zendesk.
- Updated main docs.json to include a new "Integration Docs" section, organizing the documentation for easy access.
- Each integration includes setup instructions, available actions, and example tasks to streamline user onboarding and usage.
When running behind cloud-based security users are struggling to donwload LLM data from Github. Usually the following error is raised
```
SSL certificate verification failed: HTTPSConnectionPool(host='raw.githubusercontent.com', port=443): Max retries exceeded with url: /BerriAI/litellm/main/model_prices_and_context_window.json (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1010)')))
Current CA bundle path: /usr/local/etc///.pem
```
This commit ensures the SSL config is beign provided while requesting data
* fix: possible fix for Thinking stuck
* feat: add agent logging events for execution tracking
- Introduced AgentLogsStartedEvent and AgentLogsExecutionEvent to enhance logging capabilities during agent execution.
- Updated CrewAgentExecutor to emit these events at the start and during execution, respectively.
- Modified EventListener to handle the new logging events and format output accordingly in the console.
- Enhanced ConsoleFormatter to display agent logs in a structured format, improving visibility of agent actions and outputs.
* drop emoji
* refactor: improve code structure and logging in LiteAgent and ConsoleFormatter
- Refactored imports in lite_agent.py for better readability.
- Enhanced guardrail property initialization in LiteAgent.
- Updated logging functionality to emit AgentLogsExecutionEvent for better tracking.
- Modified ConsoleFormatter to include tool arguments and final output in status updates.
- Improved output formatting for long text in ConsoleFormatter.
* fix tests
---------
Co-authored-by: Eduardo Chiarotti <dudumelgaco@hotmail.com>
- Bump CrewAI version from 0.126.0 to 0.130.0 in pyproject.toml and uv.lock.
- Update optional dependency 'crewai-tools' version from 0.46.0 to 0.47.1.
- Adjust dependency specifications in CLI templates to reflect the new version.
* Fix issue 2993: Prevent Flow status logs from hiding human input
- Add pause_live_updates() and resume_live_updates() methods to ConsoleFormatter
- Modify _ask_human_input() to pause Flow status updates during human input
- Add comprehensive tests for pause/resume functionality and integration
- Ensure Live session is properly managed during human input prompts
- Fix prevents Flow status logs from overwriting user input prompts
Fixes#2993
Co-Authored-By: João <joao@crewai.com>
* Fix lint: Remove unused pytest import
- Remove unused pytest import from test_console_formatter_pause_resume.py
- Fixes F401 lint error identified in CI
Co-Authored-By: João <joao@crewai.com>
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: João <joao@crewai.com>
* Fix telemetry singleton pattern to respect dynamic environment variables
- Modified Telemetry.__init__ to prevent re-initialization with _initialized flag
- Updated _safe_telemetry_operation to check _is_telemetry_disabled() dynamically
- Added comprehensive tests for environment variables set after singleton creation
- Fixed singleton contamination in existing tests by adding proper reset
- Resolves issue #2945 where CREWAI_DISABLE_TELEMETRY=true was ignored when set after import
Co-Authored-By: João <joao@crewai.com>
* Implement code review improvements
- Move _initialized flag to __new__ method for better encapsulation
- Add type hints to _safe_telemetry_operation method
- Consolidate telemetry execution checks into _should_execute_telemetry helper
- Add pytest fixtures to reduce test setup redundancy
- Enhanced documentation for singleton behavior
Co-Authored-By: João <joao@crewai.com>
* Fix mypy type-checker errors
- Add explicit bool type annotation to _initialized field
- Fix return value in task_started method to not return _safe_telemetry_operation result
- Simplify initialization logic to set _initialized once in __init__
Co-Authored-By: João <joao@crewai.com>
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: João <joao@crewai.com>
Co-authored-by: Lorenze Jay <63378463+lorenzejay@users.noreply.github.com>
* feat: add guardrail support for Agents when using direct kickoff calls
* refactor: expose guardrail func in a proper utils file
* fix: resolve Self import on python 3.10
* test: fix structured tool tests
No tests were being executed from this file
* feat: support to run async tool
Some Tool requires async execution. This commit allow us to collect tool result from coroutines
* docs: add docs about asynchronous tool support
- Introduced a new documentation file for Integrations, detailing supported services and setup instructions.
- Updated the main docs.json to include the new "integrations" feature in the contextual options.
- Added several images related to integrations to enhance the documentation.
Co-authored-by: Tony Kipkemboi <iamtonykipkemboi@gmail.com>
* docs: add organization management in our CLI docs
* feat: improve user feedback when user is not authenticated
* feat: improve logging about current organization while publishing/install a Tool
* feat: improve logging when Agent repository is not found during fetch
* fix linter offences
* test: fix auth token error
* docs: added Maxim support for Agent Observability
* enhanced the maxim integration doc page as per the github PR reviewer bot suggestions
* Update maxim-observability.mdx
* Update maxim-observability.mdx
- Fixed Python version, >=3.10
- added expected_output field in Task
- Removed marketing links and added github link
* added maxim in observability
---------
Co-authored-by: Tony Kipkemboi <iamtonykipkemboi@gmail.com>
* feat: support to list, switch and see your current organization
* feat: store the current org after logged in
* feat: filtering agents, tools and their actions by organization_uuid if present
* fix linter offenses
* refactor: propagate the current org thought Header instead of params
* refactor: rename org column name to ID instead of Handle
---------
Co-authored-by: Tony Kipkemboi <iamtonykipkemboi@gmail.com>
Previously, we only supported tools from the crewai-tools open-source repository. Now, we're introducing improved support for private tool repositories.
* feat: add capability to see and expose public Tool classes
* feat: persist available Tools from repository on publish
* ci: ignore explictly templates from ruff check
Ruff only applies --exclude to files it discovers itself. So we have to skip manually the same files excluded from `ruff.toml`
* sytle: fix linter issues
* refactor: renaming available_tools_classes by available_exports
* feat: provide more context about exportable tools
* feat: allow to install a Tool from pypi
* test: fix tests
* feat: add env_vars attribute to BaseTool
* remove TODO: security check since we are handle that on enterprise side
* ci: support python 3.13 on CI
* docs: update docs about support python version
* build: adds requires python <3.14
* build: explicit tokenizers dependency
Added explicit tokenizers dependency: Added tokenizers>=0.20.3 to ensure a version compatible with Python 3.13 is used.
* build: drop fastembed is not longer used
* build: attempt to build PyTorch on Python 3.13
* feat: upgrade fastavro, pyarrow and lancedb
* build: ensure tiktoken greather than 0.8.0 due Python 3.13 compatibility
This commit includes several enhancements to the MCP integration guide:
- Adds a section on connecting to multiple MCP servers with a runnable example.
- Ensures consistent mention and examples for Streamable HTTP transport.
- Adds a manual lifecycle example for Streamable HTTP.
- Clarifies Stdio command examples.
- Refines definitions of Stdio, SSE, and Streamable HTTP transports.
- Simplifies comments in code examples for clarity.
* docs: Fix major memory system documentation issues - Remove misleading deprecation warnings, fix confusing comments, clearly separate three memory approaches, provide accurate examples that match implementation
* fix: Correct broken image paths in README - Update crewai_logo.png and asset.png paths to point to docs/images/ directory instead of docs/ directly
* docs: Add system prompt transparency and customization guide - Add 'Understanding Default System Instructions' section to address black-box concerns - Document what CrewAI automatically injects into prompts - Provide code examples to inspect complete system prompts - Show 3 methods to override default instructions - Include observability integration examples with Langfuse - Add best practices for production prompt management
* docs: Fix implementation accuracy issues in memory documentation - Fix Ollama embedding URL parameter and remove unsupported Cohere input_type parameter
* docs: Reference observability docs instead of showing specific tool examples
* docs: Reorganize knowledge documentation for better developer experience - Move quickstart examples right after overview for immediate hands-on experience - Create logical learning progression: basics → configuration → advanced → troubleshooting - Add comprehensive agent vs crew knowledge guide with working examples - Consolidate debugging and troubleshooting in dedicated section - Organize best practices by topic in accordion format - Improve content flow from simple concepts to advanced features - Ensure all examples are grounded in actual codebase implementation
* docs: enhance custom LLM documentation with comprehensive examples and accurate imports
* docs: reorganize observability tools into dedicated section with comprehensive overview and improved navigation
* docs: rename how-to section to learn and add comprehensive overview page
* docs: finalize documentation reorganization and update navigation labels
* docs: enhance README with comprehensive badges, navigation links, and getting started video
* Add Common Room tracking to documentation - Script will track all documentation page views - Follows Mintlify custom JS implementation pattern - Enables comprehensive docs usage insights
* docs: move human-in-the-loop guide to enterprise section and update navigation - Move human-in-the-loop.mdx from learn to enterprise/guides - Update docs.json navigation to reflect new organization
* docs: Fix major memory system documentation issues - Remove misleading deprecation warnings, fix confusing comments, clearly separate three memory approaches, provide accurate examples that match implementation
* fix: Correct broken image paths in README - Update crewai_logo.png and asset.png paths to point to docs/images/ directory instead of docs/ directly
* docs: Add system prompt transparency and customization guide - Add 'Understanding Default System Instructions' section to address black-box concerns - Document what CrewAI automatically injects into prompts - Provide code examples to inspect complete system prompts - Show 3 methods to override default instructions - Include observability integration examples with Langfuse - Add best practices for production prompt management
* docs: Fix implementation accuracy issues in memory documentation - Fix Ollama embedding URL parameter and remove unsupported Cohere input_type parameter
* docs: Reference observability docs instead of showing specific tool examples
* docs: Reorganize knowledge documentation for better developer experience - Move quickstart examples right after overview for immediate hands-on experience - Create logical learning progression: basics → configuration → advanced → troubleshooting - Add comprehensive agent vs crew knowledge guide with working examples - Consolidate debugging and troubleshooting in dedicated section - Organize best practices by topic in accordion format - Improve content flow from simple concepts to advanced features - Ensure all examples are grounded in actual codebase implementation
* docs: enhance custom LLM documentation with comprehensive examples and accurate imports
* docs: reorganize observability tools into dedicated section with comprehensive overview and improved navigation
* docs: rename how-to section to learn and add comprehensive overview page
* docs: finalize documentation reorganization and update navigation labels
* docs: enhance README with comprehensive badges, navigation links, and getting started video
* Add usage limit feature to BaseTool class
- Add max_usage_count and current_usage_count attributes to BaseTool
- Implement usage limit checking in ToolUsage._use method
- Add comprehensive tests for usage limit functionality
- Maintain backward compatibility with None default for unlimited usage
Co-Authored-By: Joe Moura <joao@crewai.com>
* Fix CI failures and address code review feedback
- Add max_usage_count/current_usage_count to CrewStructuredTool
- Add input validation for positive max_usage_count
- Add reset_usage_count method to BaseTool
- Extract usage limit check into separate method
- Add comprehensive edge case tests
- Add proper type hints throughout
- Fix linting issues
Co-Authored-By: Joe Moura <joao@crewai.com>
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Joe Moura <joao@crewai.com>
