A CLI tool for searching markdown knowledge bases using hybrid retrieval: - BM25 full-text search via SQLite FTS5 - Vector semantic search via sqlite-vec + Ollama embeddings - LLM re-ranking with qwen3-reranker (logprobs-based scoring) - Reciprocal Rank Fusion with weighted queries and position-aware blending Features: - `qmd add .` - Index markdown files in current directory - `qmd embed` - Generate vector embeddings - `qmd search` - BM25 full-text search - `qmd vsearch` - Vector similarity search - `qmd query` - Hybrid search with query expansion + reranking 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
30 lines
713 B
JSON
30 lines
713 B
JSON
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