GitHub - pgvector/pgvector: Open-source vector similarity …
Open-source vector similarity search for Postgres. Store your vectors with the rest of your data. Supports: Plus ACID compliance, point-in-time recovery, JOINs, and all of the other great …
pgvector Tutorial: Integrate Vector Search into PostgreSQL
Aug 6, 2024 · pgvector is an open-source extension for PostgreSQL that adds support for vector operations and similarity searches. It lets you store, index, and query vector data directly …
A Beginner's Guide to Vector Search Using pgvector
Apr 24, 2025 · What is pgvector? pgvector is the PostgreSQL answer to vector search: in essence, it is a Postgres extension allowing us to query, store, and index vector data.
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, …
Understanding pgvector: Optimizing Your Vector Database - EDB
Sep 3, 2024 · pgvector is an extension for Postgres that enables efficient storage and similarity search of high-dimensional vector data, commonly used for machine learning models, …
Step-by-Step Guide to Installing “pgvector” and Loading Data in ...
Sep 27, 2024 · pgvector is an open-source extension for PostgreSQL designed to handle vector data within the database efficiently. Store your vectors with the rest of your data. Supports: …
PostgreSQL + pgvector - Code Samples | Microsoft Learn
Feb 18, 2025 · The pgvector extension provides a vector similarity search engine for PostgreSQL, allowing you to perform similarity searches on your data using vector embeddings.
The pgvector extension - Neon Docs
Jun 4, 2025 · The pgvector extension enables you to store vector embeddings and perform vector similarity search in Postgres. It is particularly useful for applications involving natural language …
Faster similarity search performance with pgvector indexes
Dec 1, 2023 · In this post, we explain pgvector indexes, clarify different configurations, and give hands-on coding examples for improving the performance and viability of a pgvector-based …
Getting Started with Pgvector in PostgreSQL for ML - w3resource
Dec 23, 2024 · What is pgvector? pgvector is a PostgreSQL extension that adds vector data types and similarity search capabilities, essential for handling embeddings directly in SQL.