
GitHub - pgvector/pgvector: Open-source vector similarity search for ...
Open-source vector similarity search for Postgres. Contribute to pgvector/pgvector development by creating an account on GitHub.
Using PostgreSQL as a Vector Database for RAG (Retrieval ... - Medium
Nov 9, 2025 · If you are already using PostgreSQL, you can turn it into a capable vector database using the pgvector extension. This post explains how to use PostgreSQL for storing embeddings and...
PostgreSQL as Vector Database: Complete pgvector Installation ...
Dec 17, 2025 · Instead of adopting a new specialized database, you can transform PostgreSQL into a powerful vector database using pgvector. This guide shows you exactly how to install, configure, and …
PostgreSQL as a Vector Database: A Complete Guide - Airbyte
Sep 4, 2025 · This comprehensive guide explores how PostgreSQL transforms into a high-performance postgres vector database, offering practical implementation strategies, security considerations, and …
pgvector - GeeksforGeeks
Dec 16, 2025 · pgvector is an open‑source PostgreSQL extension that brings native vector similarity search directly into the relational database. It allows you to store, index and query high‑dimensional …
pgvector Tutorial: Integrate Vector Search into PostgreSQL
Jan 20, 2026 · Learn how to integrate vector search into PostgreSQL with pgvector. This tutorial covers installation, usage, and advanced features for AI-powered searches.
pgvector 0.5.0 Released! - PostgreSQL
Sep 4, 2023 · pgvector, an open-source PostgreSQL extension that provides vector similarity search capabilities, has released v0.5.0. This latest version of pgvector adds a new index type, hnsw, builds …
pgvector Guide: Vector Search and RAG in PostgreSQL – Encore Blog
pgvector is a PostgreSQL extension that adds vector storage and similarity search directly to Postgres. Same distance metrics, same index types, same queries. Documents and their embeddings live in …
PostgreSQL: First Approach to Vector Databases with pgvector and …
Mar 15, 2026 · Through this tutorial you'll learn how to enable vector capabilities on your PostgreSQL instance using pgvector, transform raw text into the required format using Python, and perform …
PostgreSQL as a Vector Database: A Complete Guide
Can I use PostgreSQL as a Vector Database? Yes – PostgreSQL can be used as a vector database by installing the pgvector extension. PostgreSQL has a robust extension ecosystem that allows it to …