This project is an LLM knowledge base builder and personal knowledge management tool. It is a desktop application designed to transform diverse documents into a persistent, interlinked wiki through LLM analysis and incremental ingestion.
The system distinguishes itself with a knowledge graph visualizer that uses community detection algorithms to map relationships between concepts and identify topical clusters. It features a hybrid retrieval system that combines keyword matching, vector embeddings, and graph relevance to locate information.
The platform covers a wide range of capabilities including multimodal document parsing for PDF, DOCX, and web content, automated deep research for synthesizing new wiki pages, and a conversational query interface with cited references. It also includes structural analysis tools for knowledge gap analysis and wiki health linting.
The knowledge base is maintained in a directory format compatible with Obsidian vaults.
