README.md

Building AI Applications with PostgreSQL: A busy developer's guide

Resources and code for the live session about building AI applications with PostgreSQL.

Recording

View the recording of the live session here.

Presentation Slides

View and download the slides from the presentation here.

Code

See the pgai_demo.sql file for the code used in the live demo.

Resources

Want to spend more time building your RAG app and less time managing your database? Try Timescale Cloud.

Extensions for building AI applications with PostgreSQL

• pgvector
• pgai
• pgvectorscale

Blogs referenced in the presentation

• Rise of the AI Engineer
• IVFFLAT index in pgvector
• HNSW index in pgvector
• StreamingDiskANN index in pgvector
• Hybrid search in pgvector
• Hybrid search with pgvector and Cohere
• Build search and RAG systems on PostgreSQL using Cohere and pgai
• RAG is more than just vector search

Next steps

• RAG is more than just vector search
• More blogs on the Timescale AI blog