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Self-Hosting Paperless-AI: AI Document Processing

Add AI to Paperless-ngx for intelligent document processing. Auto-classify, extract data, and summarize documents with LLMs.

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What Is Paperless-AI?


Paperless-AI extends Paperless-ngx with AI capabilities. Use large language models to automatically classify, tag, and extract data from your documents.


Features


  • Automatic document classification using LLMs
  • Intelligent tag suggestions
  • Data extraction (dates, amounts, names)
  • Document summarization
  • Custom classification rules
  • Works with OpenAI, Ollama, or any OpenAI-compatible API

    • How It Works


    1. Document arrives in Paperless-ngx

    2. OCR processes the document

    3. AI analyzes the text

    4. Tags, correspondent, and type are suggested

    5. Metadata is auto-filled


    Benefits Over Basic ML


    Paperless-ngx has built-in ML for classification. AI adds:

  • Better accuracy with fewer training examples
  • Understanding of document context
  • Data extraction (not just classification)
  • Natural language queries

    • Deployment


    Deploy alongside Paperless-ngx. Connect to Ollama for local AI or OpenAI for cloud.


    Paperless-AI takes document automation from "pretty good" to "almost perfect" classification accuracy.