Building RAG Applications with Google's AI Powered Databases

Building an enterprise gen AI app? You need more than just a good LLM - users want real-time, accurate data from your database. Retrieval Augmented Generation (RAG) bridges the gap, feeding data to LLMs for relevant, domain-specific responses.

AlloyDB, a managed PostgreSQL-compatible database, unlocks this magic by storing data as vector embeddings, searching for relevant info with lightning speed, and crafting prompts for accurate LLM responses. Dive in and build your next AI wonder!