Pond500/rag-mcp-server
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The Multi-Knowledge Base RAG System is an AI-powered document management and semantic search platform designed to handle multiple knowledge bases with advanced features for both users and developers.
Tools
Functions exposed to the LLM to take actions
create_collection
Creates a new knowledge base collection.
upload_document_to_kb
Uploads a document to a specified knowledge base, with auto-create option.
chat_with_kb
Chats with a specified knowledge base using conversation history.
chat_global
Chats without specifying a knowledge base, using semantic routing.
list_collections
Lists all available knowledge base collections.
get_collection_info
Retrieves detailed information about a specific knowledge base.
clear_chat_history
Clears the chat history for a specific session.
delete_collection
Deletes a specified knowledge base collection.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client