RCRAG Converter

Why convert documents locally instead of uploading them

Converting documents in your own browser means contracts, medical records and internal files never leave your machine - which removes an entire category of risk that no vendor promise can.

The documents people want to convert are the sensitive ones

Nobody builds RAG over public information; they build it over contracts, patient notes, board papers and internal wikis. That is precisely the material an upload-based tool asks you to send to a third party, and precisely the material most organisations cannot send.

A promise is not a control

A privacy policy says what a company intends. Local conversion changes what is possible: if the bytes never leave the tab, there is no copy to be breached, subpoenaed, retained past its policy, or used for training. That distinction survives changes of ownership and terms of service.

What it costs

Your machine does the work, so a large corpus takes longer than it would on a server, and very large models are impractical to download. Local conversion is excellent for text extraction and chunking, and genuinely limited for anything needing a large model - OCR and speech recognition especially.

A reasonable split

Convert locally by default. Move to a server for the specific jobs that need real horsepower, with eyes open about what you are sending and why. The choice is per-document, not per-tool.

More on converting for RAG

  • rusty_ragdocument ingest, chunking and retrieval
  • rusty_xmlWord, PowerPoint and Excel, without LibreOffice
  • rusty_jpeg / rusty_pngimage decode
  • rusty_flacaudio decode
  • rusty_zstdcompression
  • rusty_allocthe allocator, in wasm too
  • rusty_timeNTP timestamps on every chunk
  • spacedbthe storage seam, CRDT per entry
  • FFAIthe AI toolkit the three engines below come from
  • CarmentaOCR - reads scans and screenshots, in your browser
  • Mercuryspeech recognition - turns recordings into transcripts
  • Argusvision - describes images and video frames

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