Lorenze Jay
8945457883
Lorenze/metrics for human feedback flows ( #4188 )
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* measuring human feedback feat
* add some tests
2026-01-06 16:12:34 -08:00
Mike Plachta
b787d7e591
Update webhook-streaming.mdx ( #4184 )
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2026-01-06 09:09:48 -08:00
Lorenze Jay
25c0c030ce
adjust aop to amp docs lang ( #4179 )
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* adjust aop to amp docs lang
* whoop no print
2026-01-05 15:30:21 -08:00
Greyson LaLonde
f8deb0fd18
feat: add streaming tool call events; fix provider id tracking; add tests and cassettes
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Adds support for streaming tool call events with test coverage, fixes tool-stream ID tracking (including OpenAI-style tracking for Azure), improves Gemini tool calling + streaming tests, adds Anthropic tests, generates Azure cassettes, and fixes Azure cassette URIs.
2026-01-05 14:33:36 -05:00
Lorenze Jay
f3c17a249b
feat: Introduce production-ready Flows and Crews architecture with ne… ( #4003 )
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* feat: Introduce production-ready Flows and Crews architecture with new runner and updated documentation across multiple languages.
* ko and pt-br for tracing missing links
---------
Co-authored-by: Greyson LaLonde <greyson.r.lalonde@gmail.com >
2025-12-31 14:29:42 -08:00
Lorenze Jay
467ee2917e
Improve EventListener and TraceCollectionListener for improved event… ( #4160 )
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* Refactor EventListener and TraceCollectionListener for improved event handling
- Removed unused threading and method branches from EventListener to simplify the code.
- Updated event handling methods in EventListener to use new formatter methods for better clarity and consistency.
- Refactored TraceCollectionListener to eliminate unnecessary parameters in formatter calls, enhancing readability.
- Simplified ConsoleFormatter by removing outdated tree management methods and focusing on panel-based output for status updates.
- Enhanced ToolUsage to track run attempts for better tool usage metrics.
* clearer for knowledge retrieval and dropped some reduancies
* Refactor EventListener and ConsoleFormatter for improved clarity and consistency
- Removed the MCPToolExecutionCompletedEvent handler from EventListener to streamline event processing.
- Updated ConsoleFormatter to enhance output formatting by adding line breaks for better readability in status content.
- Renamed status messages for MCP Tool execution to provide clearer context during tool operations.
* fix run attempt incrementation
* task name consistency
* memory events consistency
* ensure hitl works
* linting
2025-12-30 11:36:31 -08:00
Lorenze Jay
b9dd166a6b
Lorenze/agent executor flow pattern ( #3975 )
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* WIP gh pr refactor: update agent executor handling and introduce flow-based executor
* wip
* refactor: clean up comments and improve code clarity in agent executor flow
- Removed outdated comments and unnecessary explanations in and classes to enhance code readability.
- Simplified parameter updates in the agent executor to avoid confusion regarding executor recreation.
- Improved clarity in the method to ensure proper handling of non-final answers without raising errors.
* bumping pytest-randomly numpy
* also bump versions of anthropic sdk
* ensure flow logs are not passed if its on executor
* revert anthropic bump
* fix
* refactor: update dependency markers in uv.lock for platform compatibility
- Enhanced dependency markers for , , , and others to ensure compatibility across different platforms (Linux, Darwin, and architecture-specific conditions).
- Removed unnecessary event emission in the class during kickoff.
- Cleaned up commented-out code in the class for better readability and maintainability.
* drop dupllicate
* test: enhance agent executor creation and stop word assertions
- Added calls to create_agent_executor in multiple test cases to ensure proper agent execution setup.
- Updated assertions for stop words in the agent tests to remove unnecessary checks and improve clarity.
- Ensured consistency in task handling by invoking create_agent_executor with the appropriate task parameter.
* refactor: reorganize agent executor imports and introduce CrewAgentExecutorFlow
- Removed the old import of CrewAgentExecutorFlow and replaced it with the new import from the experimental module.
- Updated relevant references in the codebase to ensure compatibility with the new structure.
- Enhanced the organization of imports in core.py and base_agent.py for better clarity and maintainability.
* updating name
* dropped usage of printer here for rich console and dropped non-added value logging
* address i18n
* Enhance concurrency control in CrewAgentExecutorFlow by introducing a threading lock to prevent concurrent executions. This change ensures that the executor instance cannot be invoked while already running, improving stability and reliability during flow execution.
* string literal returns
* string literal returns
* Enhance CrewAgentExecutor initialization by allowing optional i18n parameter for improved internationalization support. This change ensures that the executor can utilize a provided i18n instance or fallback to the default, enhancing flexibility in multilingual contexts.
---------
Co-authored-by: Greyson LaLonde <greyson.r.lalonde@gmail.com >
2025-12-28 10:21:32 -08:00
João Moura
c73b36a4c5
Adding HITL for Flows ( #4143 )
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* feat: introduce human feedback events and decorator for flow methods
- Added HumanFeedbackRequestedEvent and HumanFeedbackReceivedEvent classes to handle human feedback interactions within flows.
- Implemented the @human_feedback decorator to facilitate human-in-the-loop workflows, allowing for feedback collection and routing based on responses.
- Enhanced Flow class to store human feedback history and manage feedback outcomes.
- Updated flow wrappers to preserve attributes from methods decorated with @human_feedback.
- Added integration and unit tests for the new human feedback functionality, ensuring proper validation and routing behavior.
* adding deployment docs
* New docs
* fix printer
* wrong change
* Adding Async Support
feat: enhance human feedback support in flows
- Updated the @human_feedback decorator to use 'message' parameter instead of 'request' for clarity.
- Introduced new FlowPausedEvent and MethodExecutionPausedEvent to handle flow and method pauses during human feedback.
- Added ConsoleProvider for synchronous feedback collection and integrated async feedback capabilities.
- Implemented SQLite persistence for managing pending feedback context.
- Expanded documentation to include examples of async human feedback usage and best practices.
* linter
* fix
* migrating off printer
* updating docs
* new tests
* doc update
2025-12-25 21:04:10 -03:00
Lucas Gomide
0c020991c4
docs: fix wrong trigger name in sample docs ( #4147 )
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2025-12-23 08:41:51 -05:00
Heitor Carvalho
be70a04153
fix: correct error fetching for workos login polling ( #4124 )
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2025-12-19 20:00:26 -03:00
Greyson LaLonde
0c359f4df8
feat: bump versions to 1.7.2
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1.7.2
2025-12-19 15:47:00 -05:00
Lucas Gomide
fe288dbe73
Resolving some connection issues ( #4129 )
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* fix: use CREWAI_PLUS_URL env var in precedence over PlusAPI configured value
* feat: bypass TLS certificate verification when calling platform
* test: fix test
2025-12-19 10:15:20 -05:00
Heitor Carvalho
dc63bc2319
chore: remove CREWAI_BASE_URL and fetch url from settings instead
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2025-12-18 15:41:38 -03:00
Greyson LaLonde
8d0effafec
chore: add commitizen pre-commit hook
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2025-12-17 15:49:24 -05:00
Greyson LaLonde
1cdbe79b34
chore: add deployment action, trigger for releases
2025-12-17 08:40:14 -05:00
Lorenze Jay
84328d9311
fixed api-reference/status docs page ( #4109 )
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2025-12-16 15:31:30 -08:00
Lorenze Jay
88d3c0fa97
feat: bump versions to 1.7.1 ( #4092 )
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* feat: bump versions to 1.7.1
* bump projects
1.7.1
2025-12-15 21:51:53 -08:00
Matt Aitchison
75ff7dce0c
feat: add --no-commit flag to bump command ( #4087 )
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Allows updating version files without creating a commit, branch, or PR.
2025-12-15 15:32:37 -06:00
Greyson LaLonde
38b0b125d3
feat: use json schema for tool argument serialization
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- Replace Python representation with JsonSchema for tool arguments
- Remove deprecated PydanticSchemaParser in favor of direct schema generation
- Add handling for VAR_POSITIONAL and VAR_KEYWORD parameters
- Improve tool argument schema collection
2025-12-11 15:50:19 -05:00
Vini Brasil
9bd8ad51f7
Add docs for AOP Deploy API ( #4076 )
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Co-authored-by: Greyson LaLonde <greyson.r.lalonde@gmail.com >
2025-12-11 15:58:17 -03:00
Heitor Carvalho
0632a054ca
chore: display error message from response when tool repository login fails ( #4075 )
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2025-12-11 14:56:00 -03:00
Dragos Ciupureanu
feec6b440e
fix: gracefully terminate the future when executing a task async
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* fix: gracefully terminate the future when executing a task async
* core: add unit test
---------
Co-authored-by: Greyson LaLonde <greyson.r.lalonde@gmail.com >
2025-12-11 12:03:33 -05:00
Greyson LaLonde
e43c7debbd
fix: add idx for task ordering, tests
2025-12-11 10:18:15 -05:00
Greyson LaLonde
8ef9fe2cab
fix: check platform compat for windows signals
2025-12-11 08:38:19 -05:00
Alex Larionov
807f97114f
fix: set rpm controller timer as daemon to prevent process hang
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Co-authored-by: Greyson LaLonde <greyson.r.lalonde@gmail.com >
2025-12-11 02:59:55 -05:00
Greyson LaLonde
bdafe0fac7
fix: ensure token usage recording, validate response model on stream
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2025-12-10 20:32:10 -05:00
Greyson LaLonde
8e99d490b0
chore: add translated docs for async
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* chore: add translated docs for async
* chore: add missing pages
2025-12-10 14:17:10 -05:00
Gil Feig
34b909367b
Add docs for the agent handler connector ( #4012 )
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* Add docs for the agent handler connector
* Fix links
* Update docs
2025-12-09 15:49:52 -08:00
Greyson LaLonde
22684b513e
chore: add docs on native async
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2025-12-08 20:49:18 -05:00
Lorenze Jay
3e3b9df761
feat: bump versions to 1.7.0 ( #4051 )
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* feat: bump versions to 1.7.0
* bump
1.7.0
2025-12-08 16:42:12 -08:00
Greyson LaLonde
177294f588
fix: ensure nonetypes are not passed to otel ( #4052 )
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* fix: ensure nonetypes are not passed to otel
* fix: ensure attribute is always set in span
2025-12-08 16:27:42 -08:00
Greyson LaLonde
beef712646
fix: ensure token store file ops do not deadlock
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* fix: ensure token store file ops do not deadlock
* chore: update test method reference
2025-12-08 19:04:21 -05:00
Lorenze Jay
6125b866fd
supporting thinking for anthropic models ( #3978 )
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* supporting thinking for anthropic models
* drop comments here
* thinking and tool calling support
* fix: properly mock tool use and text block types in Anthropic tests
- Updated the test for the Anthropic tool use conversation flow to include type attributes for mocked ToolUseBlock and text blocks, ensuring accurate simulation of tool interactions during testing.
* feat: add AnthropicThinkingConfig for enhanced thinking capabilities
This update introduces the AnthropicThinkingConfig class to manage thinking parameters for the Anthropic completion model. The LLM and AnthropicCompletion classes have been updated to utilize this new configuration. Additionally, new test cassettes have been added to validate the functionality of thinking blocks across interactions.
2025-12-08 15:34:54 -08:00
Greyson LaLonde
f2f994612c
fix: ensure otel span is closed
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2025-12-05 13:23:26 -05:00
Greyson LaLonde
7fff2b654c
fix: use HuggingFaceEmbeddingFunction for embeddings, update keys and add tests ( #4005 )
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2025-12-04 15:05:50 -08:00
Greyson LaLonde
34e09162ba
feat: async flow kickoff
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Introduces akickoff alias to flows, improves tool decorator typing, ensures _run backward compatibility, updates docs and docstrings, adds tests, and removes duplicated logic.
2025-12-04 17:08:08 -05:00
Greyson LaLonde
24d1fad7ab
feat: async crew support
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native async crew execution. Improves tool decorator typing, ensures _run backward compatibility, updates docs and docstrings, adds tests, and removes duplicated logic.
2025-12-04 16:53:19 -05:00
Greyson LaLonde
9b8f31fa07
feat: async task support ( #4024 )
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* feat: add async support for tools, add async tool tests
* chore: improve tool decorator typing
* fix: ensure _run backward compat
* chore: update docs
* chore: make docstrings a little more readable
* feat: add async execution support to agent executor
* chore: add tests
* feat: add aiosqlite dep; regenerate lockfile
* feat: add async ops to memory feat; create tests
* feat: async knowledge support; add tests
* feat: add async task support
* chore: dry out duplicate logic
2025-12-04 13:34:29 -08:00
Greyson LaLonde
d898d7c02c
feat: async knowledge support ( #4023 )
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* feat: add async support for tools, add async tool tests
* chore: improve tool decorator typing
* fix: ensure _run backward compat
* chore: update docs
* chore: make docstrings a little more readable
* feat: add async execution support to agent executor
* chore: add tests
* feat: add aiosqlite dep; regenerate lockfile
* feat: add async ops to memory feat; create tests
* feat: async knowledge support; add tests
* chore: regenerate lockfile
2025-12-04 10:27:52 -08:00
Greyson LaLonde
f04c40babf
feat: async memory support
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Adds async support for tools with tests, async execution in the agent executor, and async operations for memory (with aiosqlite). Improves tool decorator typing, ensures _run backward compatibility, updates docs and docstrings, adds tests, and regenerates lockfiles.
2025-12-04 12:54:49 -05:00
Lorenze Jay
c456e5c5fa
Lorenze/ensure hooks work with lite agents flows ( #3981 )
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* liteagent support hooks
* wip llm.call hooks work - needs tests for this
* fix tests
* fixed more
* more tool hooks test cassettes
2025-12-04 09:38:39 -08:00
Greyson LaLonde
633e279b51
feat: add async support for tools and agent executor; improve typing and docs
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Introduces async tool support with new tests, adds async execution to the agent executor, improves tool decorator typing, ensures _run backward compatibility, updates docs and docstrings, and adds additional tests.
2025-12-03 20:13:03 -05:00
Greyson LaLonde
a25778974d
feat: a2a extensions API and async agent card caching; fix task propagation & streaming
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Adds initial extensions API (with registry temporarily no-op), introduces aiocache for async caching, ensures reference task IDs propagate correctly, fixes streamed response model handling, updates streaming tests, and regenerates lockfiles.
2025-12-03 16:29:48 -05:00
Greyson LaLonde
09f1ba6956
feat: native async tool support
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- add async support for tools
- add async tool tests
- improve tool decorator typing
- fix _run backward compatibility
- update docs and improve readability of docstrings
2025-12-02 16:39:58 -05:00
Greyson LaLonde
20704742e2
feat: async llm support
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feat: introduce async contract to BaseLLM
feat: add async call support for:
Azure provider
Anthropic provider
OpenAI provider
Gemini provider
Bedrock provider
LiteLLM provider
chore: expand scrubbed header fields (conftest, anthropic, bedrock)
chore: update docs to cover async functionality
chore: update and harden tests to support acall; re-add uri for cassette compatibility
chore: generate missing cassette
fix: ensure acall is non-abstract and set supports_tools = true for supported Anthropic models
chore: improve Bedrock async docstring and general test robustness
2025-12-01 18:56:56 -05:00
Greyson LaLonde
59180e9c9f
fix: ensure supports_tools is true for all supported anthropic models
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2025-12-01 07:21:09 -05:00
Greyson LaLonde
3ce019b07b
chore: pin dependencies in crewai, crewai-tools, devtools
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2025-11-30 19:51:20 -05:00
Greyson LaLonde
2355ec0733
feat: create sys event types and handler
...
feat: add system event types and handler
chore: add tests and improve signal-related error logging
2025-11-30 17:44:40 -05:00
Greyson LaLonde
c925d2d519
chore: restructure test env, cassettes, and conftest; fix flaky tests
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Consolidates pytest config, standardizes env handling, reorganizes cassette layout, removes outdated VCR configs, improves sync with threading.Condition, updates event-waiting logic, ensures cleanup, regenerates Gemini cassettes, and reverts unintended test changes.
2025-11-29 16:55:24 -05:00
Lorenze Jay
bc4e6a3127
feat: bump versions to 1.6.1 ( #3993 )
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* feat: bump versions to 1.6.1
* chore: update crewAI dependency version to 1.6.1 in project templates
1.6.1
2025-11-28 17:57:15 -08:00