This session was presented at Oracle Cloud Summit Virtual 2025.
This talk will show you how to build a Knowledge Base, Leverage an LLM, and use Retrieval Augmented Generation using the Oracle Cloud tools recently coming available. You can use this for different documents that you would like to access (but, not share with the world). The Agent will access your data using leveraging vector embeddings & RAG. I'll show how to access your private documents using RAG (Retrieval Augmented Generation) and the Llama LLM (on OCI - Oracle Cloud Infrastructure. This talk will also show how Oracle's security, converged database, autonomous database, database speed, and Oracle vector DB are all keys to Oracle as the best database for AI.