Advance Your RAG with a Multi-Index Agent

Towards AI
Generative AI

Image by author Leveraging Specialized Knowledge Bases and Agentic Loops for Precise Multi-Step Reasoning At this point, I think it’s safe to assume that we are all familiar with RAG (Retrieval-Augmented Generation), which is composed of a knowledge base, usually a vector database and a foundation model. With these two components, the responses from LLM are grounded in a source of truth, outside of it’s own