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@artale/pi-rag

Local RAG pipeline for pi. BM25 keyword search over indexed files. Zero cloud, zero external deps.

Install

npm install -g @artale/pi-rag

Features

  • Index files or directories — chunks text, stores for search
  • BM25 keyword search — returns relevant chunks with file paths and line numbers
  • Stats — file count, chunk count, total tokens
  • Fully offline — all data in ~/.pi/rag/

Tools

  • rag_index — Index a file or directory
  • rag_query — Search indexed content
  • rag_status — Index statistics

Commands

  • /rag — RAG pipeline operations

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Local RAG pipeline — BM25 keyword search over indexed files

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