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Add files to your knowledge base. Supported: PDF, TXT, Markdown, HTML, and images.

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PDF · TXT · Markdown · HTML · PNG · JPG · WebP

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What happens after upload

  1. 1

    Images described by Gemini Vision

    Other files are read directly

  2. 2

    Split into overlapping chunks

    ~512 tokens each, with context overlap

  3. 3

    Embedded with all-MiniLM-L6-v2

    Runs locally — no API key needed

  4. 4

    Stored in Qdrant

    Searchable via BM25 + vector retrieval