Search markdown corpus with hybrid ranking

Run local hybrid search on Markdown

Searching markdown corpus with BM25/vector/LLM reranking when grep is too crude and you need semantic search over notes or design catalogs.

• · markdown corpus path
• · search query

• · ranked search results
• · matched snippets
• · relevance scores

• · BM25 search engine
• · optional vector search
• · optional LLM

• · markdown files in corpus
• · optionally: vector index + LLM

• · corpus too large → slow search
• · no qmd binary → fallback to grep

• · Ships stdlib-only tools
• · Open source: vanducng/skills