Search Results for "data dictionary postgresql"

pgvector is an open-source PostgreSQL extension that equips PostgreSQL databases with vector data storage, indexing, and similarity search capabilities—ideal for embeddings-based applications like semantic search and recommendations. You can add an index to use approximate nearest neighbor search, which trades some recall for speed. Unlike typical indexes, you will see different results for queries after adding an approximate index.

pgai is a suite of PostgreSQL extensions developed by Timescale to empower developers in building AI applications directly within their databases. It integrates tools for vector storage, advanced indexing, and AI model interactions, facilitating the development of applications like semantic search and Retrieval-Augmented Generation (RAG) without leaving the SQL environment.

...By leveraging statistical data and weighted fusion techniques, it achieves a balance between relevance and popularity. Project Architecture and Tech Stack - Front-end: Next.js - Deployment: Vercel - Styling: Tailwind CSS - Database: Supabase - Keyword Search: PostgreSQL Full-Text Search Engine - Semantic Search: Pgvector Vector Database - Semantic Vector Generation: OpenAI text-embedding-3 model