Knowledge Base

소개

This MCP server provides tools for accessing and searching through multiple knowledge bases. It utilizes a FAISS index for efficient semantic search, allowing users to retrieve relevant information based on a query. The server automatically updates the index when changes are detected in the knowledge base files, ensuring that the search results are always up-to-date. It supports various configuration options, including specifying the Hugging Face API key, knowledge base root directory, FAISS index path, and the Hugging Face model to use.

주요 기능

• Lists available knowledge bases
• Retrieves similar content chunks based on a query
• Semantic search using a FAISS index
• Automatic index updates upon file modification
• Configurable knowledge base root directory and Hugging Face API key

사용 사례

• Quickly finding relevant information within a company's documentation
• Providing AI agents with context from a knowledge base
• Enabling users to search for answers within a collection of text files