EFFICIENT SEARCH WITH OLTP

Summary from the TLDR Data newsletter

Put the duct tape away. You don't have to tack on a standalone search engine to your database to solve your AI-agent-scale search problem. Lakebase Postgres now has a fast, scalable and serverless built-in search engine. Separating storage from compute means you don't have to keep your entire search index in RAM just to keep queries fast. Compute scales with actual search activity, while your index stays in lower-cost storage. Instead of chaining together multiple APIs for vector search, keyword search and filtering, you can do it all in one SQL query, against the same live operational data.