Ross ROSS = Recommend OSS · open-source software intelligence for agents

clusterzx/paperless-ai

An automated document analyzer for Paperless-ngx using OpenAI API, Ollama, Deepseek-r1, Azure and all OpenAI API compatible Services to automatically analyze and tag your documents. observed · 2026-08-28

github.com/clusterzx/paperless-ai · homepage · JavaScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

73/100

  • Activity 99
  • Release rhythm 55
  • Longevity 45
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 0
  • age_days: 640
  • days_rel: 302
  • days_push: 11
  • n_releases_24m: 58

Full methodology

Adoption not part of the score

5910 stars · 327 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A self-hosted web application that automatically analyzes, tags, and classifies documents in Paperless-ngx using LLMs via OpenAI-compatible APIs, Ollama, and similar backends. It also provides RAG-based semantic search and natural language chat over the document archive through a web interface.

Use cases

  • automatically tag and classify documents in paperless-ngx
  • assign titles, correspondents, and document types with AI
  • chat with my document archive in natural language
  • search scanned documents semantically instead of by keywords
  • run local LLM document analysis with Ollama for privacy
  • process new paperless-ngx documents automatically
  • manually review AI tagging for sensitive documents

When to choose

  • you use Paperless-ngx and want automated AI tagging and metadata assignment
  • you want RAG-based Q&A over your personal document archive
  • you prefer local models via Ollama for privacy-sensitive documents

When to avoid

  • you don't use Paperless-ngx as your document management system
  • you need actively maintained software - the repo is currently unmaintained pending a rewrite
  • you want built-in OCR or PDF conversion - documents must already be ingested by Paperless-ngx

Facets

application · maturity maintenance

machine-learning llm-inference rag nlp ocr workflow-automation chat-interface artificial-intelligence large-language-models pdf self-hosted developer-tools self-hosted paperless-ngx document-management auto-tagging ollama openai-api document-chat semantic-search retrieval-augmented-generation automation docker web-server nodejs

2 sources

Member repositories

RepositoryRoleHealth v2
clusterzx/paperless-aimain73

For agents

markdown · JSON · MCP: product_card(name="clusterzx/paperless-ai")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem