llm_wiki

LLM Wiki is a cross-platform desktop application that transforms your documents into an organized, interlinked knowledge base using an incremental LLM-driven pipeline. It features a sophisticated two-step ingestion process, a persistent knowledge graph, and deep research capabilities to maintain and expand your personal library. The system ensures high-quality output through source traceability, human-in-the-loop review, and seamless integration with tools like Obsidian.

LLM Wiki is a cross-platform desktop application that evolves the abstract 'LLM Wiki' design pattern into a robust, automated knowledge management system. By implementing a three-layer architecture—Raw Sources, LLM-generated Wiki, and Schema—it solves the problem of static, manual knowledge bases by incrementally building and maintaining interlinked content. The project introduces significant technical enhancements over the original pattern, including a two-step Chain-of-Thought ingest process, a multi-signal knowledge graph, and an asynchronous human-in-the-loop review system, effectively balancing automated maintenance with user-defined purpose and curation.