Using OpenAI embeddings on Supabase database - SupabaseTips

Показать описание

Supabase has built-in support for pgvector, which can be used to store embeddings generated on OpenAI. This allows developers to build advanced search engines for text documents on top of OpenAI.

In this SupabaseTips video, we look at what embeddings are, and how you can build your search engine using OpenAI and Supabase.

More Supabase 👇

Supabase

Рекомендации по теме

Комментарии

this kind of content is much useful than a hour long boring stuff. nice edit too

ianjaspersantos

At 0:49 `vector` is added to the `extensions` schema. When I did this I was unable to add a column of type `vector` to my table from the Table Editor UI. I needed to add `vector` to the `public` schema for this to get things working. Not sure if this is a limitation of the editor or if this video was based on a recording that was later changed.

daveteare

Please do a more detailed video on this subject please. I was able to follow up until 1:02 then you showed some partially hidden screen with some JS script in it. Is this run in SupaBase, can it be run in SupaBase? You do the same thing again at 2:37. Can you do a video please for newbies on the sections that you partially hid, I and others would appreciate that.

AssassinUK

This is such an amazing video, it was concise and was well explained, thank you so much!

How can accomplish this using open-source embeddings such as HuggingFace Embeddings? Is this possible?

luisxd

Question: the function that is mentioned in the blog is always referencing the same table. Can I make the table also as an argument of that function?

dejoma.

How can we delete embeddings using metadata filters ?

louislecouturier

Using OpenAI embeddings on Supabase database - SupabaseTips

Using OpenAI embeddings on Supabase database - SupabaseTips

OpenAI Embeddings and Vector Databases Crash Course

The missing pieces to your AI app (pgvector + RAG in prod)

ClippyGPT - How I Built Supabase’s OpenAI Doc Search (Embeddings)

Implement Vector Search in Nextjs with OpenAI Embeddings and Supabase vector

Build a ChatGPT Clone with Supabase Vector DB and Openai API

LangChain & Supabase Tutorial: How to Build a ChatGPT Chatbot For Your Website

Vector databases are so hot right now. WTF are they?

Vector Embeddings Tutorial – Code Your Own AI Assistant with GPT-4 API + LangChain + NLP

Build a Chatbot With Custom Data Using ChatGPT and Supabase

Build a Chatbot with Next.js, LangChain, OpenAI, and Supabase Vector

$0 Embeddings (OpenAI vs. free & open source)

Image Search in Python with OpenAI CLIP

OpenAI with Edge Functions

Content recommendation app with OpenAI, Supabase, and Flutter

Semantic Search with Supabase and OpenAI

How to Talk To A Video with LLMs and Javascript: QA with ChatGPT Langchain Supabase Embeddings

Faster OpenAI vector search using Matryoshka embeddings #ai #postgres

Using Claude 3.5 Sonnet and Supabase to build an e-commerce app with AI powered related-items search

How to Generate Text Embeddings using Supabase Edge Functions, Transformer.js and React.js

Build your own ChatGPT with Next.js and OpenAI

Building a Recipe Chatbot with Langchain, OpenAI and Supabase Vector

Vector Databases simply explained! (Embeddings & Indexes)

Postgres pgvector Extension - Vector Database with PostgreSQL / Langchain Integration