Результаты для "pgvector documentation"

pgvector/pgvector: Open-source vector similarity search for Postgres

https://github.com/pgvector/pgvector

Write, clarify, or fix documentation; Suggest or add new features. To get started with development: git clone https://github.com/pgvector/pgvector.git cd ...

PGVector - Docs by LangChain

https://docs.langchain.com/oss/python/integrati...

PGVector · ​. Status · ​. Setup · ​. Instantiation · ​. Manage vector store · ​. Query vector store · ​. Usage for retrieval-augmented generation · ​. API ...

что умеет и где может пригодиться pgvector - Habr

https://habr.com/ru/companies/selectel/articles...

24 июн. 2025 г. ... «PostgreSQL embeddings» ближе всего к «Document clustering» — у них почти одинаковые векторы;; «Sound pattern matching» и «Neural image ...

Guide to Using the pgvector PostgreSQL Extension in ServBay

https://support.servbay.com/database-management...

6 окт. 2025 г. ... The official pgvector docs offer more detailed guidance and recommendations. Summary ​. pgvector brings powerful vector database capabilities to ...

pgvector: Embeddings and vector similarity | Supabase Docs

https://supabase.com/docs/guides/database/exten...

pgvector is a Postgres extension for vector similarity search. It can also be used for storing embeddings. The name of pgvector's Postgres extension is vector.

Векторный поиск в PostgreSQL: обзор pgvector - Selectel

https://selectel.ru/blog/pgvector/

20 июн. 2025 г. ... Так работают продвинутые чат-боты, корпоративные ассистенты и интерфейсы к документации. Рекомендательные системы. Вместо жестких правил (« ...

PGvector :: Spring AI Reference

https://docs.spring.io/spring-ai/reference/api/...

This section walks you through setting up the PGvector VectorStore to store document embeddings and perform similarity searches. PGvector is an open-source ...

pgvector 0.5.0 Released! - PostgreSQL

https://www.postgresql.org/about/news/pgvector-...

4 сент. 2023 г. ... Documentation · Community · Developers · Support · Donate · Your account. November 13, 2025: PostgreSQL 18.1, 17.7, 16.11, 15.15, 14.20, and ...

The pgvector extension - Neon Docs

https://neon.com/docs/extensions/pgvector

6 дней назад ... The pgvector extension enables you to store vector embeddings and perform vector similarity search in Postgres.

Turning PostgreSQL Into a Vector Database With pgvector | Tiger Data

https://www.tigerdata.com/learn/postgresql-exte...

6 мар. 2024 г. ... Techniques like word or document embeddings enable you to capture the ideas expressed in the text. You can then perform vector-based operations ...

PGVECTOR - A beginner's tutorial | Enhance your PostgreSQL with pgvector | Vector Database

YouTube • May 30, 2024 • 08:49

PGVECTOR Repo: https://github.com/pgvector/pgvector https://interviewbuddies.com/ This video is about PG Vector, an extension for PostgreSQL that allows users to store and query high-dimensional vector data. The video targets people who are new to PG Vector and want to learn how to set it up and use it. The speaker starts the video with a brief ...

Set Up pgvector and Store Vector Embeddings in PostgreSQL

YouTube • June 20, 2025 • 09:23

In this video you’ll learn how to set up the pgvector extension on Windows, create a vector table in PostgreSQL, and store vector arrays. RAG Intro : https://youtu.be/8JqFd03Qj08

18 Months of Pgvector Learnings in 47 Minutes (Tutorial)

YouTube • September 26, 2024 • 47:13

PostgreSQL is catching fire as the default vector database choice for AI applications. But how can you best leverage all that PostgreSQL has to offer for AI applications? What are best practices to follow, common pitfalls to avoid, and tools that will accelerate your development? Avthar Sewrathan, PM AI and Vector @ Timescale shares his ...

PGVector: Turn PostgreSQL Into A Vector Database

YouTube • October 17, 2024 • 20:04

In this video, we learn about PGVector, an extension for PostgreSQL, which allows us to turn it into a vector database. This is very useful for modern recommender systems and other applications, which rely on embeddings. 📚 Programming Books & Merch 📚 🐍 The Python Bible Book: https://www.neuralnine.com/books/ 💻 The Algorithm Bible ...

Setup & Use pgvector in Python with Docker (Complete Guide)

YouTube • July 7, 2024 • 21:48

Struggling with managing high-dimensional vector data in your Python applications? Look no further! This video dives deep into pgvector, a powerful PostgreSQL extension for efficient vector storage and retrieval. We'll guide you through a step-by-step process of setting up pgvector using Python and Docker, making it a breeze to integrate into ...

Using pgvector + PostgreSQL in Python for vector storage and querying

YouTube • February 27, 2024 • 48:08

I'll demo this repository that I made today: https://github.com/pamelafox/pgvector-playground It's a dev container with a pgvector image, plus the pgvector Python package and common packages for using Postgres from Python (psycopg2, SQLAlchemy, SQLModel, asyncpg). I'll walk through the basic demos, and finish with a demo storing ada-002 ...