Build a Multiagent RAG Solution on OCI

Introduction

Retrieval-augmented generation (RAG) can be useful for straightforward queries. But what if queries are complex, requiring multistep reasoning and decision-making? That’s when, for example, a support chatbot that could troubleshoot issues, not just retrieve FAQs, would be more useful.

In this solution, we’ll set up a multiagent RAG pipeline and deploy it on Oracle Cloud Infrastructure (OCI) to intelligently respond to a query. The large language model (LLM) agents plan,…