Hybrid retrieval · grounded answers · evals in CI
Ask your documents.
Verify every answer.
Citevia finds the passages that matter with hybrid search and answers only from them. Every claim links to the exact chunk and page it came from — and when the documents don't say, neither does Citevia.
Hybrid retrieval
Postgres full-text and pgvector, fused with Reciprocal Rank Fusion.
Every claim cited
Inline citations open the exact chunk and page they came from.
Measured, not vibes
A golden-set eval gates CI on recall, MRR and citation precision.