Blog/Ai

database.build v2: Bring-your-own-LLM thumbnail

6 Dec 2024

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16 minute read

database.build v2: Bring-your-own-LLM

Use any OpenAI API compatible LLMs in database.build

2 Dec 2024

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4 minute read

Supabase AI Assistant v2

An evolution of how we approach AI within the Supabase dashboard

Executing Dynamic JavaScript Code on Supabase with Edge Functions thumbnail

13 Nov 2024

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18 minute read

Executing Dynamic JavaScript Code on Supabase with Edge Functions

Learn how to execute dynamic JavaScript code on Supabase using Edge Functions.

10 Oct 2024

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8 minute read

Live Share: Connect to in-browser PGlite with any Postgres client

Connect any Postgres client to your postgres.new databases.

In-Browser Semantic AI Search with PGlite and Transformers.js thumbnail

29 Aug 2024

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11 minute read

In-Browser Semantic AI Search with PGlite and Transformers.js

Use pgvector in PGlite and combine it with Huggingface Transformers.js for a fully local, in-browser semantic search functionality!

Mozilla Llamafile in Supabase Edge Functions thumbnail

21 Aug 2024

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7 minute read

Mozilla Llamafile in Supabase Edge Functions

Use Mozilla Llamafile OpenAI API compatible server in Supabase Edge Functions.

vec2pg: Migrate to pgvector from Pinecone and Qdrant thumbnail

16 Aug 2024

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4 minute read

vec2pg: Migrate to pgvector from Pinecone and Qdrant

Migrate vector data from vector DBs to Supabase

12 Aug 2024

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15 minute read

postgres.new: In-browser Postgres with an AI interface

Introducing postgres.new, the in-browser Postgres sandbox with AI assistance.

Implementing semantic image search with Amazon Titan and Supabase Vector thumbnail

26 Mar 2024

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9 minute read

Implementing semantic image search with Amazon Titan and Supabase Vector

Implementing semantic image search with Amazon Titan and Supabase Vector in Python.

Build a content recommendation app with Flutter and OpenAI thumbnail

26 Feb 2024

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19 minute read

Build a content recommendation app with Flutter and OpenAI

Build a movie-viewing app that recommends another movie based on what the user is viewing using OpenAI, Flutter and Supabase.

13 Feb 2024

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22 minute read

Matryoshka embeddings: faster OpenAI vector search using Adaptive Retrieval

Use Adaptive Retrieval to improve query performance with OpenAI's new embedding models

pgvector 0.6.0: 30x faster with parallel index builds thumbnail

30 Jan 2024

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14 minute read

pgvector 0.6.0: 30x faster with parallel index builds

pgvector 0.6.0 brings a significant improvement: parallel index builds for HNSW. Building an HNSW index is now up to 30x faster for unlogged tables.

10 Oct 2023

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9 minute read

pgvector vs Pinecone: cost and performance

Direct performance comparison between pgvector and Pinecone.

6 Sep 2023

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11 minute read

pgvector v0.5.0: Faster semantic search with HNSW indexes

Increase performance in pgvector using HNSW indexes

Supabase Studio 3.0: AI SQL Editor, Schema Diagrams, and new Wrappers thumbnail

9 Aug 2023

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8 minute read

Supabase Studio 3.0: AI SQL Editor, Schema Diagrams, and new Wrappers

Supabase Studio now comes with an AI assisted SQL Editor, schema diagrams, and much more.

3 Aug 2023

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11 minute read

pgvector: Fewer dimensions are better

Increase performance in pgvector by using embedding vectors with fewer dimensions

13 Jul 2023

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13 minute read

pgvector 0.4.0 performance

There's been a lot of talk about pgvector performance lately, so we took some datasets and pushed pgvector to the limits to find out its strengths and limitations.

Supabase Vecs: a vector client for Postgres thumbnail

29 May 2023

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6 minute read

Supabase Vecs: a vector client for Postgres

Introducing Supabase Vecs, a PostgreSQL vector client

ChatGPT plugins now support Postgres & Supabase thumbnail

25 May 2023

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10 minute read

ChatGPT plugins now support Postgres & Supabase

Supabase recently contributed to the OpenAI Retrieval Plugin repo with a Postgres and a Supabase implementation to help developers build ChatGPT plugins using pgvector.