RAG

The UAR RAG subsystem provides retrieval-augmented generation with pluggable embedding backends, citation streams, and a frozen golden-set evaluation harness.

Topics

• Citation stream UX ([1], [2] markers in SSE events)
• Embedding backends (FastEmbed, candle, OpenAI, Voyage, Cohere)
• RAGAS + DeepEval evaluation
• Golden set management in evals/rag-golden-set/

Related documents

• RAG benchmark results
• Citation stream ADR