Knowledge Base
Retrieves and lists content from various knowledge bases using semantic search.
About
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.
Key Features
- 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
Use Cases
- 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
Sponsored