--- title: Supabase Beta February 2023 description: >- There is something for everybody this month - AI, Auth, Database, Edge Functions, GraphQL … you name it! author: ant_wilson date: '2023-03-09' tags: - release-notes categories: - product --- There’s something for everybody this month: AI, Auth, Database, Edge Functions, GraphQL … you name it! ## GraphiQL editor in the dashboard ![GraphiQL editor in the dashboard](/images/blog/2023-03-09-beta-update-february/graphiql-dashboard.png) The most popular GraphQL IDE/API explorer is now built into the dashboard! You can now explore and query your GraphQL API produced by `pg_graphql`. [Try it now](https://supabase.com/dashboard/project/_/api/graphiql). ## Supabase + OpenAI search ![Supabase + OpenAI search](/images/blog/2023-03-09-beta-update-february/openai-supabase.png) We've updated our Docs search functionality to use `pgvector` + OpenAI. Still no cease and desist from Microsoft, so you can continue to ask Clippy any Supabase-specific questions 📎💚 [Ask Clippy.](https://supabase.com/docs) ## Serve all the functions! ![Serve all the functions!](/images/blog/2023-03-09-beta-update-february/supabase-cli-edge-functions.png) Do you use multiple Edge Functions in your project? Then celebrate! Supabase CLI 1.36+ now supports serving multiple Edge Functions at the same time. To enable the feature, just run `supabase functions serve` in your project. [Check the docs.](https://supabase.com/docs/reference/cli/supabase-functions-serve) ## Smaller Postgres docker images for everyone ![Smaller Postgres docker images for everyone](/images/blog/2023-03-09-beta-update-february/postgres-docker-images.png) We rewrote the Postgres Dockerfile with multi-stage builds so that each extension is compiled in its own separate stage. This reduces the size of the image from 1.3GB to 250MB, enabling a much faster boot time. [See it yourself](https://hub.docker.com/r/supabase/postgres/tags) ## New UI for Postgres Roles ![New UI for Postgres Roles](/images/blog/2023-03-09-beta-update-february/postgres-roles.png) We've improved database role management. You can create, update, and delete database roles through the dashboard. Just one small step towards column-level security [Check it out.](https://supabase.com/dashboard/project/_/editor) ## API docs in the table editor ![API docs in the table editor](/images/blog/2023-03-09-beta-update-february/api-docs.png) API docs got a light touchup and were moved to the table editor. You can now look up API methods and generate & download type files right there ✨ [Check it out.](https://supabase.com/dashboard/project/_/editor) ## Quick product updates - **Postgres Extensions**: We're rolling out some fixes for several Postgres extensions. Check your Dashboard notifications to see if you need to take any actions. - **Auth**: Added full OpenAPI 3.0 spec which provides a comprehensive overview of the API with documentation on each request. [PR](https://github.com/supabase/gotrue/pull/918) - **Database**: supabase-js now infers the response type from your query. If the inferred type is incorrect, you can use `.returns()` to override it. [Doc](https://supabase.com/docs/reference/javascript/db-returns) - **Dashboard**: Improved database roles management, you can now create, update and delete database roles through the dashboard. [Dashboard](https://supabase.com/dashboard/project/_/database/roles) - **Dashboard**: We've provided a reference panel showing all available paths that can be queried from each respective source that improves the Logs Explorer experience. [Dashboard](https://supabase.com/dashboard/project/_/logs/explorer) - **Edge Functions**: upgraded to Deno 1.30.3, that supports TypeScript 4.9.x and introduces `satisfies`. Thanks to [Benjamin Dobell](https://github.com/Benjamin-Dobell) 🙏. [PR](https://github.com/supabase/functions-relay/pull/30) - Realtime: Broadcast only primary key(s) for deleting records when RLS is enabled and replica identity is full. [PR](https://github.com/supabase/realtime/pull/461) ## Next.js with Supabase ![Next.js with Supabase](/images/blog/2023-03-09-beta-update-february/nextjs-supabase.png) Building the next big thing with Supabase and Next.js? Then make sure to check Jon's new video series to help get you (and your app directory) off the ground. - [Fetching and Caching data in Next.js Async Server Components](https://www.youtube.com/watch?v=GniRj1jIhFw) - [Client vs Server Components in Next.js app directory // Merging server state with realtime updates](https://www.youtube.com/watch?v=YR-xP6PPXXA) - [Delicious Server Component Cookies // Auth in the Next.js app directory](https://www.youtube.com/watch?v=Bh1TOpOcGJQ) ![Made with Supabase](/images/blog/2022-12-07-november-beta-update/madewithsupabase.jpg) [Domain-specific ChatGPT](https://github.com/gannonh/gpt3.5-turbo-pgvector) | This starter app uses embeddings coupled with vector search to show how the OpenAI API can be used to create a conversational interface to domain-specific knowledge. Built by [Gannon Hall](https://github.com/gannonh) with Next.js, Vercel, gpt-3.5-turbo, pgvector, and Supabase. Discover 100+ other apps in this [tweet](https://twitter.com/supabase/status/1628843899996209155). ## Extended Community Highlights ![Community](/images/blog/2022-june/community.jpg) - LangChain supports our database as a vector store, using pgvector. [Doc](https://hwchase17.github.io/langchainjs/docs/modules/indexes/vector_stores/supabase/) - Refine week: building a CRUD app with Refine & Supabase. [Full series](https://refine.dev/week-of-refine/) - Build an Instagram Web App with Supabase and Next.js. [Tutorial](https://livecycle.io/blogs/nextjs-supabase-instagram/) - Supabase GeoQueries with PostGIS and Storage Upload. [Video](https://www.youtube.com/watch?v=-_Wpr7rwU8I) - How I used Supabase to build a winning hackathon project. [Article](https://blog.matt.lgbt/how-i-used-supabase-to-build-a-winning-hackathon-project) - Using a Supabase API within FlutterFlow. [Video](https://www.youtube.com/watch?v=YzSXwlA3vWM) - Getting started with Supabase in Android. [Part 1](https://www.youtube.com/watch?v=SGr73sWMX6w) | [Part 2](https://www.youtube.com/watch?v=NWaIIRfVpuo) - Streaming User Events from PostgreSQL (Supabase) to Serverless Kafka. [Article](https://upstash.com/blog/postgre-supabase-connector) - Building a CRUD API with FastAPI and Supabase: A Step-by-Step Guide. [Tutorial](https://blog.theinfosecguy.xyz/building-a-crud-api-with-fastapi-and-supabase-a-step-by-step-guide) - How to build a collaborative SaaS product using Next.js and ZenStack's access control policy. [Tutorial](https://zenstack.dev/blog/saas-demo) - Nuxt 3, Tailwind, and Supabase Crash Course. [Course](https://dev.to/jacobandrewsky/nuxt-3-tailwind-and-supabase-crash-course-1482) - A sneak peek at the Supabase and Next.js RSC SaaS kit. [Article](https://makerkit.dev/blog/changelog/nextjs-supabase-kit-update) - Build a Fullstack serverless application using React, Chakra UI, Hookstate, and Supabase. [Tutorial](https://clx.hashnode.dev/build-a-fullstack-serverless-application-using-react-chakra-ui-hookstate-and-supabase) - Implement Sign in with Google using Supabase Auth in Next.js. [Tutorial](https://dev.to/irwanphan/implement-sign-in-with-google-using-supabase-auth-in-nextjs-1jj1) ## We're Hiring Come join one of the fastest-growing open source projects ever 🤗 - [Technical partnerships lead (Next.js, Node,js, Supabase)](https://boards.greenhouse.io/supabase/jobs/4775849004)\ - [Junior Developer Advocate (SMM & Community)](https://boards.greenhouse.io/supabase/jobs/4777008004) ## Meme Zone As always, one of our favorite memes from last month. [Follow us on Twitter](https://twitter.com/supabase) for more. ![Best meme from February 2023](/images/blog/2023-03-09-beta-update-february/beta-update-february-meme.jpeg) ## It's happening! Coming in April ![Supabase Launch Week 7](/images/blog/2023-03-09-beta-update-february/supabase-launch-week-7.png)