fleet-memory/hindsight-integrations
DK09876 dfccbf29f1
Added hindsight_liteLLM implementation (#17)
* Added hindsight_liteLLM implementation

* Add instructions for entity vs bank id

* Add another line about entity

* Address PR review comments and enhance litellm integration

- Remove deprecated limit parameter from recall() and arecall() functions
  since Hindsight uses budget/max_tokens for result control
- Remove dead MODEL_MAX_OUTPUT_TOKENS dict and max_output_tokens property
  from LLMProvider (superseded by hardcoded max_completion_tokens)
- Add test-litellm-integration job to CI workflow
- Add reflect API support with use_reflect config option
- Add verbose mode debug info via get_last_injection_debug()
- Add entity_id support for multi-user memory isolation
- Add retain() and reflect() wrapper functions
- Update docstrings and examples

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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Make max_memories optional to allow unlimited memory injection

- Change max_memories default from 10 to None (no limit)
- When max_memories is None, all results from the API are used
- Fix recall result handling to properly detect list vs object return
- Update wrappers (OpenAI, Anthropic) with same optional behavior

This allows users to control memory limits via max_memory_tokens
and recall_budget without an artificial count limit.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Remove entity_id from hindsight_litellm; add gpt-4o token cap

Multi-user support now uses separate bank_ids per user instead of
entity_id scoping (e.g., bank_id=f"user-{user_id}"). This simplifies
the API and aligns with the Hindsight architecture.

Also fixes max_completion_tokens error for gpt-4o models by capping
the value at 16384 (gpt-4o's limit) instead of sending the default
65000 which exceeds the model's supported maximum.

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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Fix dark mode styling across Control Plane UI components

Improvements to ensure proper text visibility and contrast in both light
and dark modes:

- Add global CSS rules for datetime-local calendar picker icon visibility
  using filter: invert() for both light (0.5) and dark (1) modes
- Fix text colors in dialog components to use theme-aware foreground colors
- Update memory detail panel, document/chunk modals, and data views to use
  proper dark mode text classes (text-foreground, text-card-foreground)
- Fix form labels, headings, and content text in bank selector dialogs
- Update entities view and documents view table styling for dark mode
- Bump package versions to 0.1.4

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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Remove session_id feature and add How It Works section to README

- Remove session_id and session management (new_session, set_session,
  get_session) from config.py, callbacks.py, and __init__.py
- Session management was a client-only abstraction not backed by core API
- Add "How It Works" section to README with visual flow diagram
- Update README to remove session management documentation

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

* Fix readme example

* Add dark mode again

---------

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-15 10:42:19 +01:00
..
langmem rename to hindsight (#2) 2025-11-25 19:28:26 +01:00
litellm Added hindsight_liteLLM implementation (#17) 2025-12-15 10:42:19 +01:00
openai rename to hindsight (#2) 2025-11-25 19:28:26 +01:00