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 …
Transform PostgreSQL into a Vector Database with pgvector
Sep 20, 2025 · In this article, we'll explore how to integrate with an existing PostgreSQL database. The official repository also explains how to install it, so you can check there for more details.
pgvector Tutorial: Integrate Vector Search into PostgreSQL
Jan 20, 2026 · Enter pgvector, a powerful extension for PostgreSQL that brings vector similarity search capabilities to one of the most popular relational databases. In this tutorial, we'll explore pgvector's …
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 …
PostgreSQL as a Vector Database: A Complete Guide
Many organizations already rely on PostgreSQL for traditional relational data—so a common question arises: Can I use PostgreSQL as a vector database? The short answer is yes.
pgvector Guide: Vector Search and RAG in PostgreSQL – Encore Blog
Mar 8, 2026 · 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 …
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 Semantic Search: Turn PostgreSQL into a Vector Database
Mar 13, 2026 · Add semantic search to PostgreSQL with pgvector. Store embeddings, run similarity queries, and build RAG pipelines — no extra infra needed.