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Search local Markdown notes offline with hybrid semantic and keyword retrieval.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "ai-lab" yet — see the docs or source repo.
Search my local Markdown knowledge base for "vector database selection" and "hybrid retrieval". Return the 5 most relevant notes with each note's title and a short summary.
A ranked list of relevant technical notes with titles, matching snippets, and brief summaries.
Retrieve notes related to "RAG evaluation methods," "retrieval recall," and "offline knowledge bases" from my local notes, then produce a Chinese bullet-point summary with source note references.
A structured research summary with cited source notes from the local knowledge base.
Search my local Markdown notes for records about "why we dropped Elasticsearch" and identify related meeting notes, decision reasons, and timeline details.
Relevant decision records and context that help reconstruct the historical conclusion quickly.
Search and filter Claude Code memory files to retrieve relevant context fast.
Connect a local GraphRAG knowledge base for private offline document retrieval.
Let AI assistants read, write, search, and navigate self-hosted Markdown knowledge bases.
Search past Claude Code chats to recover facts, decisions, and context.
Search codebases semantically and find relevant snippets with source locations.
Create, update, search, and organize notes in a local Obsidian vault.