""" Multi-Agent RAG System ====================== A production-grade Retrieval-Augmented Generation system using multiple specialized agents for query routing, document retrieval, reasoning, and action execution. Architecture: - Router Agent: Classifies and routes queries - Retriever Agent: Handles vector search and document retrieval - Reasoning Agent: Generates grounded responses from context - Action Agent: Executes specific actions when needed """ __version__ = "1.0.0" __author__ = "AI Engineer"