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Join us for a Special Announcement April 15-19

We’re making a Special Announcement on April 15th with a few more surprises throughout the week. Claim your ticket today so you don’t miss out and enter for a chance to win a set of AirPods Max.

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Increased Supavisor connection pooler limits

We’ve increased the Supavisor client connection limits, the number of concurrent clients that can connect to your project’s pooler, for projects on Small, Medium, Large, and XL compute instances while pricing remains unchanged.

Announcement

Conversational AI assistant now available in SQL Editor

Introducing a conversational AI assistant in the SQL Editor to help you write and iterate on your queries. This is currently under a feature preview and can be enabled with instructions here.

Announcement

Supavisor pooler port 6543 is transaction-mode only

We’re simplifying Supavisor connection pooler ports and modes so that port 6543 is only transaction mode and port 5432 continues to be only session mode. If you have pool mode set to session we recommend you switch to pooler port 5432 and set the mode to transaction.

Pull request

Migration to v2 platform architecture

You may have noticed improved performance from your database over the last couple of weeks. We made some architectural changes to free up resources for your Postgres instance by removing Storage, Realtime, and Pgbouncer from your instance and each are replaced with an equivalent multi-tenant solution, including our new Supavisor connection pooler.

Announcement

Implementing semantic image search with Amazon Bedrock and Supabase Vector

In this post we'll be creating a Python project to implement semantic image search featuring Amazon Bedrock and Amazon Titan’s multimodal model to embed images and Supabase Vecs client library for managing embeddings in your Supabase database with the pgvector extension.

Blog post

Quick Product Announcements

• [Postgres Tooling] vector (pgvector) upgraded to v0.6.2 enables faster HNSW index builds using more parallel workers [Commit]
• [Postgres Tooling] pg_cron upgraded to v1.6.2 enables sub-minute schedules [Pull request]

Made With Supabase

• location-tRacer - Supabase Realtime live location sharing app [GitHub]
• Talk to your docs - An example agent providing help on your GitHub documentation [GitHub]
• Feedbase - Open-source solution for collecting feedback & communicating updates [GitHub]
• Wacky Wordcraft - Create wacky stories with some help from AI [Twitter]
• Capgo - Instant updates for Capacitor apps. Ship updates, fixes, changes, and features within minutes [Website]

Community Highlights

• Building an Investor List App with Novu and Supabase [Blog post]
• 3 reasons you should use Postgres Functions and Transactions [Video]
• Add image support to Flutter web application with Supabase Storage [Video]
• How to set up a secure Supabase project [Blog post]
• Dynamic Role and Permission Management in Supabase: Enhancing Security and Flexibility [Blog post]
• Simulate Supabase Postgres RLS (Row Level Security) [Blog post]
• Monitor Supabase databases and Edge Functions [Blog post]

Matryoshka Embeddings: Faster OpenAI Vector Search Using Adaptive Retrieval

Learn about how OpenAI’s newest text embeddings models, text-embedding-3-small and text-embedding-3-large, are able to truncate their dimensions with only a slight loss in accuracy.

Blog post

Easily Connect to Supabase Projects From Frameworks and ORMs of Your Choice

Connect to Supabase from any framework or ORM with our new “Connect” panel in Studio. This displays simple setup snippets that you can copy and paste into your application. We’ve started with a selection of popular frameworks and ORMs and you can request more by feature request or pull request.

Pull request

PostgREST Aggregate Functions

PostgREST v12 has been released, and with it, comes the release of the highly requested aggregate functions, avg(), count(), sum(), min(), and max(), that is used to summarize data by performing calculations across groups of rows.

Blog post

Terraform Provider to Manage Resources on Supabase Platform

We’ve created an official Supabase Provider for Terraform to version-control your project settings in Git. You can use this provider in CI/CD pipelines to automatically provision projects and branches and keep configuration in code.

Learn more

Support for Composite Foreign Keys in Table Editor

We've shifted the management of foreign keys into the Table Editor’s side panel so you can easily see all foreign keys pertaining to a table as well as referencing columns to composite foreign keys.

Pull request

Build a Content Recommendation App With Flutter and OpenAI

Learn about how we built a movie listing app that recommends another movie based on the movie that a user is currently viewing built with Supabase, Flutter, and OpenAI.

Blog post

Load Testing Supabase

Performance testing evaluates a system's compliance with its performance requirements. It reveals your app’s ability to handle user load, unexpected spikes, or recover from stressful workloads. In this blog post you will learn about how we automated our performance testing.

Blog post

More Studio Updates

• Collapsible main sidebar navigation [PR]
• Create charts from SQL Editor [PR]
• Resizable main tabs in Table Editor and SQL Editor [PR]
• View user metadata from the dashboard [PR]
• Bulk delete SQL Editor snippets [PR]
• Query Performance updates [PR]
• Choose a compute option when creating a project (Paid organizations only) [PR]
• Logs Explorer facelift [PR]

Quick Product Announcements

• [Auth] Require AAL2 to enroll additional factors for MFA enrollment [PR]
• [Storage] Increased maximum file upload size to 50GB for paid plans [PR]

Made With Supabase

• Inkvestigations is a webgame using LLM technology (currently GPT) to create interactive mystery games [GitHub]
• MathPuzzles- a multiplayer game to outsmart your friends [GitHub]
• Create a recipe app with Nowa [Article]
• Open-source AI wearable device that captures what you say and hear [GitHub]
• Brick yourself - turn yourself into a mini-figure [Website]

Community Highlights

• SupaVlog: Vlog Application Starter Kit Built with Supabase, Stream, Hookdeck, and Next.js [Article]
• Chat with Supabase PostgreSQL using AI [Article]
• How to implement Google sign-in on Flutter with Supabase on iOS, Android and the Web [Video]
• They're Making Supabase Better... [Video]
• How to send welcome emails with Supabase edge functions and database triggers [Article]
• How to Create Email Signup and Login Screens in React Native (Expo), ExpressJS, and Supabase [Article]
• Integrating Supabase with Flutterflow [Video]
• Join the #SupaBuilders movement and never get your project paused again!

Launch Week X

Number 10! A week of launches, and this time we are shipping multiple things every day. Make sure to get your ticket for the chance to snag some beautiful LWX swag.

Claim your ticket

Resumable Uploads for everyone

With Resumable Uploads, you can continue uploading a file from where you left off, even if you lose internet connectivity or accidentally close your browser tab while uploading. We have now made Resumable Uploads available for all projects on the Pro Plan. You can now upload files as large as 50GB.

Read the docs

Automatic CLI login

Logging in the CLI is as simple as typing supabase login . Using the browser instead of copying the API keys from the dashboard manually. Small tweak to the flow, huge DX improvement!

Read how it works.

libcluster_postgres an open source Elixir library for clustering nodes

We needed a way for the Elixir servers to "discover" each other. Elixir has an excellent library for this called "libcluster". We use Postgres as the common substrate between all the nodes in our Realtime service and created a Postgres strategy for libcluster.

Check it out

Quick product announcements

• [Edge Functions] Connecting to Postgres directly from an edge function (using a Postgres client) will use SSL by default. Users don’t need to configure anything. [PR]
• [Auth] Pro projects can now configure time-boxed sessions and inactivity timeouts. [Doc]
• [Dashboard] Added wildcard hints for Storage bucket allowed MIME types in create/edit modal. [PR]

Server-Side Auth in Next.js 14

We've released @supabase/ssr, which makes it super easy to use cookies for storing user sessions. We’ve updated npx create-next-app -e with-supabase to use @supabase/ssr and made it compatible with Next.js 14.

Read the blog post.

pgvector vs Pinecone

pgvector is becoming the vector store of choice for developers. We’ve put it to the test against Pinecone and found that it performs better on cost and query throughput, without sacrificing accuracy.

See the full benchmarks

Manage storage buckets from the command line

You can now manage Storage buckets with the Supabase CLI:

• supabase storage ls -r: show all buckets and objects
• supabase cp -r readme.md ss:///bucket: upload local files to bucket
• supabase cp -r ss:///bucket: download objects from bucket
• supabase rm -r ss:///bucket: delete files from bucket

Managing Storage buckets with CLI works best if there are less than 100k objects in your bucket and each of them is smaller than 20MB. Reference docs are here.

What's new in Supabase Studio?

Supabase Studio is improved many times per day, here is some of what's new:

• Better error surfacing in SQL Editor. [PR]
• Break out auth rate limit fields into a separate page. [PR]
• Enumerated types management. [PR]
• New API side panel. [PR]
• Audit logs for organizations available on Team plan.

Check them out.

Multi-factor Authentication in Supabase Studio

Secure your Supabase account with Multi-Factor Authentication. You can now add a time-based one-time password (TOTP), managed by apps such as 1Password, Authy, Google Authenticator or Apple's Keychain.

Check out the doc

Quick product announcements

• [Auth] LinkedIn OIDC provider. [PR]
• [Auth] Use token to include the redirect URL in your email template. [PR]
• [pgvector] Upgrade 0.5.1 (faster HNSW index builds). [Release]
• [Dashboard] Scopes for OAuth apps. [PR]
• [Postgres] pg_jsonschema upgrade 0.1.4 to 0.2.0. [Release]
• [Supavisor] Starts providing Docker Images. [Docker]
• [GraphQL] GraphQL user defined functions now supported following the pg_graphql upgrade from 1.2.3 to 1.4.2. [Docs]

Server-Side Auth in Next.js 14

We've released @supabase/ssr, which makes it super easy to use cookies for storing user sessions. We’ve updated npx create-next-app -e with-supabase to use @supabase/ssr and made it compatible with Next.js 14.

Read the blog post.

pgvector vs Pinecone

pgvector is becoming the vector store of choice for developers. We’ve put it to the test against Pinecone and found that it performs better on cost and query throughput, without sacrificing accuracy.

See the full benchmarks

Manage storage buckets from the command line

You can now manage Storage buckets with the Supabase CLI:

• supabase storage ls -r: show all buckets and objects
• supabase cp -r readme.md ss:///bucket: upload local files to bucket
• supabase cp -r ss:///bucket: download objects from bucket
• supabase rm -r ss:///bucket: delete files from bucket

Managing Storage buckets with CLI works best if there are less than 100k objects in your bucket and each of them is smaller than 20MB. Reference docs are here.

What's new in Supabase Studio?

Supabase Studio is improved many times per day, here is some of what's new:

• Better error surfacing in SQL Editor. [PR]
• Break out auth rate limit fields into a separate page. [PR]
• Enumerated types management. [PR]
• New API side panel. [PR]
• Audit logs for organizations available on Team plan.

Check them out.

Multi-factor Authentication in Supabase Studio

Secure your Supabase account with Multi-Factor Authentication. You can now add a time-based one-time password (TOTP), managed by apps such as 1Password, Authy, Google Authenticator or Apple's Keychain.

Check out the doc

Quick product announcements

• [Auth] LinkedIn OIDC provider. [PR]
• [Auth] Use token to include the redirect URL in your email template. [PR]
• [pgvector] Upgrade 0.5.1 (faster HNSW index builds). [Release]
• [Dashboard] Scopes for OAuth apps. [PR]
• [Postgres] pg_jsonschema upgrade 0.1.4 to 0.2.0. [Release]
• [Supavisor] Starts providing Docker Images. [Docker]
• [GraphQL] GraphQL user defined functions now supported following the pg_graphql upgrade from 1.2.3 to 1.4.2. [Docs]

Broadcast realtime messages via REST API

You can now broadcast Realtime messages to all your connected users by simply using a REST API call, removing the need to connect to a WebSocket. This will be especially useful with our Edge Functions!

Broadcast docs

Supavisor is now used for connection pooling in all new projects

Less than two months ago, we announced Supavisor, our own Postgres connection pooler that handles millions of connections. It’s now available in all new projects. You can continue using pgbouncer alongside Supavisor, however, it will be deprecated effective January 15th, 2024.

Learn more

Moving to IPV6 for Database Connection Strings

With IPv4 addresses becoming increasingly scarce and cloud providers starting to charge for it, we won’t be assigning IPv4 addresses to Supabase projects from January 15th, 2024. [db.projectref.supabase.co](http://db.projectref.supabase.co) will start resolving to a IPv6 address instead. If you plan on connecting to your database directly, you must ensure that your network can communicate over IPv6. Supavisor will continue to return IPv4 addresses, so you can update your applications to connect to Supavisor instead.

Learn more

New Foreign Data Wrapper: Airtable

Introducing the latest addition to our Wrappers lineup: Airtable! You can use it to query data from your Airtable bases and tables directly from Postgres:

select * from my_airtable_table;
# data from Airtable

Read the Airtable Wrapper docs Learn about Wrappers

Supabase Studio's latest enhancements

Supabase Studio is under constant improvement, here is what’s new:

• Added UI support for cascade updates
• Improved JSON previewing and editing
• Button for toggling Realtime right from the Table Editor
• See View definition and open it in the SQL Editor to modify
• UI to view and unban IP addresses to manage banned IPs more conveniently
• Import CSV files at the table creation stage and a new button to download the table as CSV

Try them out

HNSW Support for Vecs + pgvector

Added HNSW support inside Vecs, our Python library for pgvector. Vecs automatically creates schemas and collections inside your database, making it one of the easiest ways to get started with pgvector.

Read the HNSW docs

Quick product announcements

• [PostgREST] JWT caching just landed. API requests are about to get 100ms faster. [PR]
• [Auth] Added a default in-memory storage mechanism to allow using supabase-js in these environments to fall back to use this default storage mechanism now. Upgrade to supabase-js v2.36.0 or gotrue-js v2.54.0 for the latest changes. [PR]
• [Edge Functions] Supports much simpler API for creating functions Deno.serve(req => new Response("ok")). No http standard library dependency needed. (Thanks eifr for contributing with updated CLI templates. [PR]
• [Edge Functions] You can manage the secrets for your project's Edge Functions via the dashboard. [Try it now]

pgvector v0.5.0: Faster semantic search with HNSW indexes

pgvector v0.5.0 adds Hierarchical Navigable Small World (HNSW), a new type of index that ensures lightning-fast vector searches, especially in high-dimensional spaces and embeddings.

Blog post

Day 1 - Hugging Face is now supported in Supabase

We are all about open source collaboration, and Hugging Face is one of the open source communities we admire most. That’s why we've added Hugging Face support in our Python Vector Client and Edge Functions (Javascript).

• Blog post
• Video announcement

Day 2 - Supabase Local Dev: migrations, branching, and observability

The CLI received some serious upgrades including observability tools, streamlined backups, and enhanced migrations. But that's not all – the big game-changer is the introduction of Supabase branching which we’re rolling out to selected customers.

• Blog post
• Video announcement

Day 3 - Supabase Studio 3.0

Supabase Studio brings some huge new features, including AI SQL editor, Schema diagrams, Wrappers UI, and a lot more!

• Blog post
• Video announcement

Day 4 - Supabase Integrations Marketplace

With the release of OAuth2 applications, we've made it easier than ever for our partners to extend the Supabase platform with useful tooling.

• Blog post
• Video announcement

Day 4 - Vercel Integration 2.0 and Next.js App Router Support

The New Supabase x Vercel integration streamlines the process of creating, deploying, and maintaining web applications with several enhancements. Plus, it fully supports the App Router in Next.js ▲

Blog post

Day 5 - Supavisor: Scaling Postgres to 1 Million Connections

Supavisor is a scalable, cloud-native Postgres connection pooler written in Elixir. It has been developed with multi-tenancy in mind, handling millions of connections without significant overhead or latency. We’re rolling it out to every database on our platform.

• Blog post
• Video announcement

Community Highlights from the past 4 months

Launch Week is an event for our community, so it’s a good time to look back at what happened in the last months (spoiler: a lot).

Blog post

HIPAA and SOC2 Type 2

Supabase is officially SOC2 Type 2 and HIPAA compliant! In this write-up, we offer insights into what you can expect if you’re planning to go through the same process.

Blog post

More product announcements

Shipping doesn’t stop here at Supabase! We are back in full shipping mode and already thinking about the next LW. These are some of the things we’ve been working on:

• Updated and rewrote a bunch of docs: Row-Level-Security, Postgres Roles, Database configuration.
• Implemented read only UI for indexes. PR
• Organization-based Billing, project transfers, team plan. Blog post

Native Mobile Auth Support for Google and Apple Sign in

Supabase Auth now has full native support for Sign in with Apple and Google, which means it can now be used with one-tap sign in methods like Sign in with Apple JS, Sign in with Google for Web, or even in Chrome extensions.

Learn more

Supabase CLI: what is new?

It’s been a busy month for the Supabase CLI. We have added a tonne of new features:

• Migrations: view all your migrations inside the Dashboard with the SQL code that was executed.
• Functions: the CLI now serves all Functions when developing locally.
• Database monitoring: we’ve added a usage flag for monitoring key Postgres statistics.

See all updates

Revamped billing experience

We have made huge improvements to the billing tooling inside Supabase Studio, including:

• Easy monitoring of current usage, overage, and plan limits.
• Streamlined subscription management for upgrades or downgrades.
• Detailed usage billing breakdowns and compute instance specifications.
• And more!

New subscription page | New usage page

Login with Kakao

Added the popular social platform Kakao as new social provider. Allow your users to effortlessly sign in using their Kakao accounts and make authentication a breeze while expanding your app's reach to a wider audience.

Login with Kakao

Quick product updates

• [Postgres Tooling] Implemented parallel Index build in regular and recovery state into OrioleDB. [PR]
• [Edge Functions] Edge Functions troubleshooting guide. [Doc]
• [Storage] Object id is now returned in the response when uploading an object. [PR]
• [Realtime] A new debugging tool to test your realtime endpoints together with your JWTs and Row Level Security policies. [Realtime Inspector]
• [Docs] A full guide on database partitions for developers looking to scale up. [Guide]

Launch Week alert: save the date

Supabase Vector: the open source Vector Toolkit for Postgres

Storing vector embeddings in Postgres with 'pgvector' is becoming increasingly popular for AI applications, so we're building out a collection of tools to store, index, and query embeddings at scale.

Supabase Vector

Vault is now available for all projects

Vault is a Postgres extension and accompanying Supabase UI that makes it safe and easy to store encrypted secrets and other data in your database.

Learn how to use Vault

Auth Helpers now include server-side Auth and full support for the Next.js App Router

We have updated the Next.js Auth Helpers package to make it available across the client and server of the App Router. They also now implement server-side auth by default with PKCE - meaning the entire auth flow is now possible server-side.

Updated docs

Video course

Improving our dashboard with user feedback

As we plan the next few months of Dashboard development, we're reaching out to users to see all the different ways people use the Dashboard in their work.

Last month, we opened up a public RFC for the Dashboard SQL Editor. It's been amazing to see how people use this tool to build their projects. If you're a heavy user of the SQL Editor, we'd love to get your feedback.

We also started doing user interviews to understand how users use the Dashboard. Our goal is to build the best possible Dashboard for all of our users, and you can help! Reach out to Terry you would like to share your experience.

Quick product announcements

• [Auth] You can now use Turnstile as a Captcha provider. Doc

• [Auth] How to send a password reauthentication nonce. Doc

• [Dashboard] Supabase Wrappers UI that supports pulling data in from Firebase, Stripe, S3, and Clickhouse. Create a Wrapper

• [Edge Functions] Support for deploying all Edge Functions via CLI. Doc

• [Edge Functions] Custom domains and vanity domains support for Edge Functions. PR

• [Storage] Image Transformation is now out of Beta. Doc

• [Postgres Extensions] pg_cron 1.5.2 (new projects only) now supports sub-minute schedules. PR

New Integrations, templates, and examples

• We worked with Cloudflare on a new integration that makes it super easy to connect your Supabase database from Cloudflare Workers. Doc

- Deno Fresh Starter: ChatGPT-style doc search. Template

• Vector Similarity Search in Bubble using Supabase Vector. Integration

• Our friends from 1Password announced Passage and wrote an integration guide with Supabase. Doc

• Supabase Vecs: a vector client for Postgres. Blog post

• ChatGPT plugins now support Postgres & Supabase. Announcement

• Building ChatGPT Plugins with Supabase Edge Runtime. Template

Day 1 - Supabase Logs: open source logging server

Logflare is the hub of analytics streams for Supabase. We are open sourcing it so that you can self-host your own Logging infrastructure.

Blog Post
Video overview

Day 2 - Supabase Edge Runtime: Self-hosted Deno Functions

You can now self-host Edge Functions and run them in local development using our new Edge Runtime. We published a guide showing how to self-host Edge Functions with Fly and what more is coming ⚡

Blog post
Video overview

Day 3 - Storage v3: Resumable Uploads with support for 50GB files

Supabase Storage received many of the most requested features from our users: Resumable Uploads, Quality Filters, Next.js support, and WebP support.

Blog post
Video overview

Day 4 - Supabase Auth: SSO, Mobile, and Server-side support

On day 4, we introduced SSO with SAML 2.0, PKCE, and Sign in with Apple for iOS. It felt like acronym day, but it was actually Auth day!

Blog post
Video overview

Day 5 - Supabase Studio 2.0 with new AI features

Supabase Studio got a major upgrade that goes from redesigns to improved developer experience, and new tools. We have the features people have been asking for and new capabilities that will change the way you work.

Blog Post
Video overview

Introducing dbdev: PostgreSQL Package Manager

database.dev fills the same role for PostgreSQL as npm for JavaScript or pip for Python, it enables publishing libraries and applications for repeatable deployment. Our goal is to create an open ecosystem for packaging and discovering SQL.

Blog post

More product announcements

• Trusted Language Extensions for Postgres. [Blog post]
• What's New in pg_graphql v1.2. [Blog post]
• GitHub Discussions are now a new knowledge source for search & AI (Troubleshooting category only for now). [Check it out]
• New API report with routing information for each chart, making it easier to debug API calls.  [PR]
• Storage permission changes: the developer role is now allowed to update the storage settings (previously was only owner and admin). [PR]