Tobi Lutke
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39193ea252
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Initial commit: QMD - Quick Markdown Search
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>
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2025-12-07 19:16:16 -05:00 |
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