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Build a local-first knowledge graph, RAG base, and durable AI memory.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "swarmvault" yet — see the docs or source repo.
Use swarmvault to design a local-first personal knowledge base structure that includes project notes, reading highlights, meeting notes, and tasks, and explain how to build bidirectional links and a tagging system for each content type.
A clear knowledge base structure with folders, note types, linking rules, and tags.
I want to import product docs, technical specs, and FAQs into swarmvault as a RAG knowledge base for an LLM. Give me a plan for ingestion, chunking, indexing, and retrieval optimization.
A practical workflow for organizing knowledge and optimizing retrieval for RAG.
Explain how to use swarmvault to build durable long-term memory for Claude Code or Codex, including storage conventions for conversation summaries, decision logs, code context, and past tasks.
An actionable structure and storage conventions for durable AI agent memory.
Search, query, and draft from your local Obsidian vault with AI.
Turn an Obsidian vault into persistent working memory for your AI.
Build and maintain an LLM-powered personal knowledge base in Obsidian.
Build, organize, and maintain a digital brain in Obsidian wiki.
Persist, search, and retrieve coding knowledge and session notes for agents.
Maintain an Obsidian-friendly knowledge vault with links, metadata, and structure.