talk-data.com talk-data.com

Meetup talk 2025-11-12 at 18:30

Databases in the AI Trenches

Event: Databases in the AI Trenches

Speakers

Bruce Momjian

Co-founder and Core Team Member · PostgreSQL Global Development Group

Topics

postgresql vectors text embeddings semantic search vector search transformers generative ai retrieval-augmented generation (rag)

Description

Postgres and the Artificial Intelligence Landscape, artificial intelligence use has exploded, with much anticipation about its future. This talk explores many of the advances that has fueled this explosion, including multi-dimensional vectors, text embeddings, semantic/vector search, transformers, generative AI, and Retrieval-Augmented Generation (RAG). The talk includes semantic/vector search and RAG examples. It covers how the valuable data stored in databases can be used to enhance AI usage.