Capability 04
RAG & Knowledge
Retrieval‑augmented systems that answer from your documents and cite the source for every claim.
- Stack
- pgvector · Pinecone
- Recall@10
- 97.1%
- Hallucination
- <1.2%
- Citations
- Every answer
We build retrieval‑augmented generation over your documents, wikis, and databases so answers stay grounded in material you control — every response carries citations back to the source passage, and hallucination is measured and bounded, not hoped for.
The retrieval layer is tuned for recall and freshness: hybrid search, re‑ranking, and incremental indexing keep answers accurate as your knowledge base grows and changes.
What a build includes
- Hybrid retrieval with re‑ranking tuned for high recall@10
- Inline citations on every generated answer
- Incremental indexing that keeps the corpus fresh
- Hallucination measurement and bounded‑answer guardrails