Search, summarize, compare, and answer questions from an already configured AutoRAG librarian over local documents and authorized datasources. Use when the user asks AutoRAG to search PDFs, wikis, notes, or a knowledge base. Use autorag-setup for install,…
Initialize, index, refresh, and maintain the model-free AutoRAG Lite lifecycle (config, roots, datasources, refresh, watch, status, index reset/rebuild) without configuring any model. Use when autorag lite init/refresh/status is needed, indexes are missing or…
Install and configure AutoRAG, or repair its single search model, approved document roots, retrieval indexes, datasource skills, and health checks without exposing credentials. Use when autorag is missing, init/refresh/health fails, indexes are stale, or the…
Diagnose and repair a broken or half-working AutoRAG install so every configured source is both indexed and searchable. Checks AutoRAG, MinSync, Jikji, the embedding gateway, and every CLI-backed datasource (lazykatok, discrawl, slacrawl, wacrawl, telecrawl,…
Retrieve documents from an indexed AutoRAG Lite corpus without a model, then persist externally curated reports, inspect evidence, and record numbered feedback. Use when the user wants model-free search, scoped or tag-narrowed retrieval, or the…