Step-by-Step Guide: Setting Up RAG for Gen AI Agents Using IRIS Vector DB in Python
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How to set up RAG for OpenAI agents using IRIS Vector DB in Python In this article, I’ll walk you through an example of using InterSystems IRIS Vector DB to store embeddings and integrate them with an OpenAI agent. To demonstrate this, we’ll create an OpenAI agent with knowledge of InterSystems technology. We’ll achieve this by storing embeddings of some InterSystems documentation in IRIS and then using IRIS vector search to retrieve relevant content—enabling a Retrieval-Augmented Generation (RA