Since the creation of my presentation, 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 finally covers how the valuable data stored in databases can be used to enhance AI usage. This can be combined with the previous presentation.
Databases in the AI Trenches
Bruce Momjian
EDB
Since the creation of my presentation, 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 finally covers how the valuable data stored in databases can be used to enhance AI usage. This can be combined with the previous presentation.