Everything on pgvector.
4 articles tagged pgvector, sorted newest first.
Cut LLM Costs with a Semantic Response Cache in the Laravel AI SDK
Exact-match caching never fires on natural-language prompts. Here's how I cache LLM responses by meaning using embeddings, pgvector, and the Laravel AI SDK.
Laravel Cloud Serverless Postgres + pgvector: Five-Minute Setup
Laravel Cloud's Serverless Postgres ships with pgvector preinstalled and hibernates when idle. Here's the fastest path from 'I need vector search' to a working migration.
Laravel 13 whereVectorSimilarTo(): Native Semantic Search in the Query Builder
Laravel 13's whereVectorSimilarTo() turns the query builder into a vector store. Plain strings in, ranked results out: no manual embedding pipeline.
Building a RAG Pipeline with Laravel AI SDK and pgvector
Build a complete retrieval-augmented generation pipeline in Laravel: from embedding documents and storing vectors in pgvector to generating grounded answers with the AI SDK.