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LLM Wiki – example of an "idea file"

19 hours ago
  • #LLM-Agentic-Workflows
  • #Personal-Knowledge-Management
  • #AI-Augmented-Productivity
  • LLMs build and maintain a persistent wiki from raw source documents, updating and cross-referencing content incrementally.
  • The wiki consists of structured markdown files that serve as a compiled knowledge base, avoiding the need for RAG-based rediscovery on every query.
  • Users guide the process by sourcing documents and asking questions, while the LLM handles summarization, linking, and bookkeeping tasks.
  • The system includes layers for raw sources, LLM-generated wiki pages, and a schema that defines conventions and workflows.
  • Key processes include ingesting new sources, querying the wiki with answers filed back as pages, and periodic linting to maintain health.
  • Index and log files help navigation, with optional tools like search engines (e.g., qmd) and integrations with Obsidian for enhanced functionality.
  • Applications span personal tracking, research, reading, business wikis, and more, with maintenance automated to reduce human burden.
  • The concept draws inspiration from Vannevar Bush's Memex, emphasizing associative trails and private curation with LLM-enabled upkeep.