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llm-corpus

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llm-corpus

Local-first, LLM-native knowledge base CLI toolkit. Ingest, classify, and search documents with BM25/FTS5 ranking.

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llm-corpus

Local-first, LLM-native knowledge base CLI toolkit.

Ingest documents (PDF, web, audio, video), classify with local LLM, search with BM25/FTS5 ranking. Works as a standalone CLI or as an MCP server for AI agents (Claude Code, Gemini CLI, Codex CLI).

Status: Under active development. Full release coming soon.

Planned Features

  • corpus search "query" — BM25-ranked full-text search
  • corpus ingest --url <URL> — Ingest web pages, PDFs, audio, video
  • corpus validate — Schema compliance checking
  • corpus mcp-server — MCP server for AI agent integration
  • Pluggable LLM (Ollama, LM Studio, cloud APIs, or none)
  • Progressive feature tiers (search-only → full pipeline)

Keywords

knowledge-base

FAQs

Package last updated on 21 Apr 2026

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