Retrieval-augmented generation over your documents that answers with citations back to the exact source - or refuses. No confident hallucinations.

What you get:

Document ingestion (web, PDF, OCR fallback) with structure-preserving extraction

Hybrid retrieval (semantic + keyword) with reranking over a vector database

Source-cited answers traceable to the exact chunk/page

Eval suite so answer quality is measured, not assumed

Proof: github.com/enached134-ctrl/agentic-rag-mcp - my open-source agentic RAG server with CI evals.