Production-ready RAG

Ship answers, not infra.

Rafay turns docs and notes into a working, testable chatbot in minutes. Upload a source, build the index, and chat with grounded citations — without stitching LangChain, a vector DB, and a chat UI yourself.

Path
Upload → index → chat
Audience
Builders & founders
Default
Zero-config

Core loop

From empty project to grounded chat

  1. 01

    Ingest sources

    Paste docs, notes, or knowledge base text. Multi-format connectors come next.

  2. 02

    Build the index

    Automatic chunking and searchable retrieval without wiring a vector stack by hand.

  3. 03

    Chat grounded

    Ask questions and get answers with citations from your corpus in the same session.