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Knowledge Library

The Knowledge Library is an LLM training corpus and search engine. Documents are chunked, embedded into pgvector, and searchable via hybrid retrieval (vector similarity + BM25 keyword matching + Reciprocal Rank Fusion). A WebDAV interface allows iPad uploads, and inotifywait triggers automatic ingestion.

Launch App
Knowledge Library screenshot

Features

  • 181 documents, 2,632 chunks indexed
  • Hybrid search (vector + BM25 + RRF)
  • WebDAV upload from iPad
  • inotifywait auto-ingest
  • corpus-search CLI
  • REST API on port 18793

Tech Stack

Python pgvector PostgreSQL dufs systemd

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