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KNOWLEDGE BASE / RAG

RAG TUNNEL KNOWLEDGE_ENGINE_V1

Upload your PDFs, Word docs, markdown, and text files. Ask questions in natural language. Get answers with source citations. Supports local and major cloud models so you can keep sensitive documents on your own infrastructure.

For: Law firms, consulting, compliance teams, enterprises
KNOWLEDGE_ENGINE_V1
$ rag-tunnel --init
› loading modules...
› rag · chatbot · documents
› ready.
ragchatbotdocumentsself-host

Cite Every Answer

Every response returns source chunks with page numbers. No hallucinated citations.

Bring Your Own Model

Swap between local and cloud models per deployment. Privacy first.

Clean Document Processing

The document processor strips boilerplate and headers so retrieval targets real content.