| DocuChat AI RAG pipeline live

Retrieval-Augmented Generation, demonstrated

Chat with any document
in seconds.

Upload a PDF. Ask a question. Get an answer with the exact page and paragraph it came from — every claim traceable back to the source.

01 — Document

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Drop a PDF here or browse

Max 10MB · PDF only

How it works

  1. Text is extracted page-by-page and cleaned
  2. Split into overlapping chunks
  3. Each chunk embedded with Gemini
  4. Stored in a vector database (ChromaDB)
  5. Your question retrieves the closest chunks
  6. Gemini answers using only those chunks

02 — Ask

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Upload a document (or try the sample) to start asking questions.