Commit Graph

4 Commits

Author SHA1 Message Date
Lucas Gomide
49aa29bb41 docs: correct broken human_feedback examples with working self-loop patterns (#4520)
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2026-02-19 09:02:01 -08:00
João Moura
09e9229efc New Memory Improvements (#4484)
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* better DevEx

* Refactor: Update supported native providers and enhance memory handling

- Removed "groq" and "meta" from the list of supported native providers in `llm.py`.
- Added a safeguard in `flow.py` to ensure all background memory saves complete before returning.
- Improved error handling in `unified_memory.py` to prevent exceptions during shutdown, ensuring smoother memory operations and event bus interactions.

* Enhance Memory System with Consolidation and Learning Features

- Introduced memory consolidation mechanisms to prevent duplicate records during content saving, utilizing similarity checks and LLM decision-making.
- Implemented non-blocking save operations in the memory system, allowing agents to continue tasks while memory is being saved.
- Added support for learning from human feedback, enabling the system to distill lessons from past corrections and improve future outputs.
- Updated documentation to reflect new features and usage examples for memory consolidation and HITL learning.

* Enhance cyclic flow handling for or_() listeners

- Updated the Flow class to ensure that all fired or_() listeners are cleared between cycle iterations, allowing them to fire again in subsequent cycles. This change addresses a bug where listeners remained suppressed across iterations.
- Added regression tests to verify that or_() listeners fire correctly on every iteration in cyclic flows, ensuring expected behavior in complex routing scenarios.
2026-02-15 04:57:56 -03:00
Joao Moura
b858d705a8 updating docs
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2026-01-11 16:02:55 -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