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1dbe8aab52b9acbf1647bbc0ecf91e7bd318e5f0
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3 Commits

Author SHA1 Message Date
Greyson LaLonde
1dbe8aab52 fix: add batch_size support to prevent embedder token limit errors 
- add batch_size field to baseragconfig (default=100)  
- update chromadb/qdrant clients and factories to use batch_size  
- extract and filter batch_size from embedder config in knowledgestorage  
- fix large csv files exceeding embedder token limits (#3574)  
- remove unneeded conditional for type  

Co-authored-by: Vini Brasil <vini@hey.com>
 2025-09-24 00:05:43 -04:00
Greyson LaLonde
d4aa676195 feat: add configurable search parameters for RAG, knowledge, and memory (#3531) 
- Add limit and score_threshold to BaseRagConfig, propagate to clients  
- Update default search params in RAG storage, knowledge, and memory (limit=5, threshold=0.6)  
- Fix linting (ruff, mypy, PERF203) and refactor save logic  
- Update tests for new defaults and ChromaDB behavior
 2025-09-18 16:58:03 -04:00
Greyson LaLonde
7ac482c7c9 feat: rag configuration with optional dependency support (#3394)
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### RAG Config System

* Added ChromaDB client creation via config with sensible defaults
* Introduced optional imports and shared RAG config utilities/schema
* Enabled embedding function support with ChromaDB provider integration
* Refactored configs for immutability and stronger type safety
* Removed unused code and expanded test coverage
 2025-08-26 00:00:22 -04:00