The GenAI explosion didn't happen in a vacuum, and it certainly didn't appear overnight. It's the result of three key enablers: Massive Datasets, Cloud-scale compute, and Accessible APIs.

In this session, we will demonstrate the building blocks of a successful GenAI application and all the pitfalls that developers hit during that journey while showcasing the power of PostgreSQL as a smart RAG system that goes beyond RAG's problem with irrelevance and inaccuracy. Demos will be presented with Azure AI and PGVector in VS Code using AI Extensions.

You will learn:

• Building blocks of GenAI Apps
• Common Dev Challenges in GenAI Implementations
• PostgreSQL – A Smarter Data Platform for GenAI