RAG Console

retrieval-augmented generation, module by module — everything computed in this page

Modules

System

Engineering detail

Your question

Try

Trace

Pipeline settings

Hybrid searchBM25 keywords fused with vectors

Rerankerre-scores the candidate list

Query expansionadds related terms before search

Passages in context (k)3 More context, more noise, more tokens.

Similarity floor0.06 Below this the system refuses instead of guessing.

Chunk size40 words Re-chunks and re-embeds the whole corpus.

Answer