{"repo":"geckse/markdown-vdb","free":true,"listed":false,"github":"https://github.com/geckse/markdown-vdb","clone":"git clone https://github.com/geckse/markdown-vdb.git","description":"A filesystem-native vector database built around Markdown files. For AGENTS and MEMORY in mind. CLI first, folder based, no servers, no containers. Build with Rust for Performance.","language":"Rust","stars":23,"topics":["cli","database","filesystem","markdown","rag","vector-database","vector-search"],"license":"MIT","category":"databases-storage","readme_excerpt":"Markdown Vector Database (mdvdb) (pronounced /ˌɛm di ˌvi di ˈbi/) A filesystem-native vector database built around Markdown files. Zero infrastructure — no servers, no containers, everything lives on disk. Three search modes out of the box: hybrid (semantic + lexical, fused via RRF), semantic (embedding similarity), and lexical (BM25 full-text). Designed for AI agents that need fast, flexible search over local knowledge bases. Built For Use Case What mdvdb gives you Workflow --- --- --- Knowledge Bases Hybrid search across docs, wikis, and runbooks. Section-level results link straight to the relevant heading — not just the file. Frontmatter filters let you scope queries by tag, status, or any custom field. mdvdb ingest → mdvdb search \"deploy\" --filter status=published Agent Memory Two-layer memory model: daily logs (append-only) + curated topic files, connected by wikilinks and standard links. Frontmatter fields ( type , tags , status , confidence , source ) make memories filterable. Link graph lets agents traverse context chains via links / backlinks , and orphans surfaces disconnected notes. --boost-links re-ranks results using the agent's own cross-references. --decay applies exponential recency weighting — old logs fade naturally while actively maintained notes stay prominent, no manual archiving needed. Single-file ingest ( --file ) for near-instant indexing after writes. See the full Agent Memory Graph guide. mdvdb ingest → mdvdb search \"auth\" --decay --boost-links --fi","default_branch":null,"files":null,"tree":[],"storefront":"/r/geckse","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/geckse/markdown-vdb/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}