This is a fully locally-operated intelligent search engine that can be used to retrieve personal documents, knowledge bases, meeting minutes, and Markdown files. It integrates functions such as locally-run lightweight models, BM25 full-text search, vector semantic search, and re-ranking. It is ready to use out of the box, doesn't require internet access, supports the MCP protocol, and can be used as a knowledge search tool in AI assistant and Agent workflows.