ArcKnowledge (Custom RAG)

ArcKnowledge is a FastMCP server that bridges AI assistants to custom knowledge base API webhooks, enabling retrieval-augmented generation (RAG) capabilities. Built with Python using the FastMCP framework, it manages multiple knowledge sources through a configurable JSON structure, supports both text and image queries, and handles API authentication. The implementation provides tools for querying knowledge bases, managing document sources, and processing images, making it particularly useful for applications requiring access to specialized knowledge repositories, custom RAG implementations, or multi-source information retrieval with visual context support.