PostgresML
How to deploy PostgresML with Pigsty: ML, training, inference, Embedding, RAG inside DB.
How to deploy PostgresML with Pigsty: ML, training, inference, Embedding, RAG inside DB.
The bottleneck for AI Agents isnt in database engines but in upper-layer integration. Muscle memory, associative memory, and trial-and-error courage will be key.
Your ability to ask questions—and your taste in what to ask—determines your position in the AI era. When answers become commodities, good questions become the new wealth. We are living in the moment this prophecy comes true.
Context window economics, the polyglot persistence problem, and the triumph of zero-glue architecture make PostgreSQL the database king of the AI era.
Who will be revolutionized first - OLTP or OLAP? Integration vs specialization, how to choose? Where will DBAs go in the AI era? Feng’s views from the HOW 2025 conference roundtable, organized and published.
The database for the AI era has been settled. Capital markets are making intensive moves on PostgreSQL targets, with PG having become the default database for the AI era.
Future software = Agent + Database. No middle tiers, just agents issuing CRUD. Database skills age well, and PostgreSQL is poised to be the agent-era default.