Building Intelligent Applications with Graph-Based RAG on PostgreSQL

This session will show you how to revolutionize your applications using the Graph-Based RAG on PostgreSQL. The talk will show using PostgreSQL with spatial, vector and graph data to enable natural language queries for highly accurate results that will power your RAG application.

Vector data will be explained as a tool that enhances PostgreSQL's ability to manage geographical information. The session explores how to integrate graph, spatial and vector data using PostGIS, age and pgvector extensions. As well as advanced techniques to improve accuracy of results.

A hands-on demonstration will show how to set up PostgreSQL to handle these types of queries, store geographical data, and create queries that respond to natural language inputs. A practical example will involve finding the best vacation rentals in your area using these technologies.

Participants will leave the session equipped to apply similar graph and GIS features in their own applications, making them more intuitive and user-friendly.