3 Commits

Author	SHA1	Message	Date
Tobi Lutke	877917487d	Update README with quick start guide and agentic workflow examples ... - Add new tagline: on-device search engine for everything you need to remember - Add Quick Start section with walkthrough of indexing multiple directories - Add "Using with AI Agents" section showing --json and --files workflows - Update output format example to reflect new CLI format with Title/Context/Score - Document --all flag for returning all matches	2025-12-08 12:54:57 -05:00
Tobi Lutke	42ab3f6c10	Update README to reflect current implementation ... - Fix architecture diagram: show BM25+Vector for all query variations - Add position-aware blending percentages to diagram - Update CLI commands: add → index, add-context, cleanup, status - Document chunked embeddings (~6KB pieces with hash/seq/pos) - Update schema section with new tables (path_contexts, ollama_cache) - Rewrite How It Works flows with accurate pipeline details - Fix output format examples to show ~/... paths - Add --files and --json output options 🤖 Generated with [Claude Code](https://claude.com/claude-code)	2025-12-08 09:31:20 -05:00
Tobi Lutke	39193ea252	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>	2025-12-07 19:16:16 -05:00