Hey everyone! 👋 Today, we're releasing a big improvement to our SQL Editor: an AI assistant, embedded directly into the editor. What can you do with Supabase AI? - 🚀 Generate tables, reports, and more using natural language - 🔧 Tweak and massage your query using natural language until you’re satisfied - 🐞 Debug errors using AI - instead of cryptic messages, get direct solutions - 🔤 Title your SQL snippets automatically based on the contents of the query

✨ How does it work?

When you spin up the SQL editor, you are now presented with a brand new input where you can ask Supabase AI to build any SQL query you like - using only natural language. For example “build a table to store employees” will produce a CREATE statement auto populated with common fields that you’d likely want to track for each employee. Of course you don’t have to stop there - Supabase AI is aware of the SQL snippet in the editor and can modify it for you. For example, you could ask Supabase AI to split a “department” text column into its own table, all while adding proper foreign key references and following best practices. This is all presented via a new diff editor that shows which changes Supabase AI is making to your SQL snippet. This will feel exactly like a Git diff view in an editor like VS Code. Nothing is applied until you accept or discard the change. From there you’re free to keep asking Supabase AI to make changes until you're satisfied.

🎯 Motivation

We've wondered for a long time how to make it easier to teach developers how to use SQL, while at the same time speeding up development for those who do. It's fortunate we didn't solve this problem too quickly, as it turns out that AI does a much better job than we could do ourselves. We first introduced Supabase AI into our documentation website (aka the revival of Clippy 📎 😄) to help developers answer their questions directly, ChatGPT style, instead of searching for it through the docs. If you’ve had a chance to play around with large language models (LLMs) like OpenAI’s GPT 3.5/GPT 4, you’ll know they are also incredible at generating and interpreting code. The SQL editor was the next natural fit for this technology. With Supabase AI, you won't even need the whole weekend to scale to millions. Head over to the SQL Editor and give it a try!

📈 What’s next?

In the coming months, we're looking to sprinkle Supabase AI through more parts of the Studio. With Postgres under the hood, there's so much we can do with SQL and a little bit of AI to help you move fast. Keep an eye out for the Supabase AI icon, you never know where it will pop up next.

🌐 Remember - it's all open source!

View all the code right now on GitHub. —- Thanks everyone! We would absolutely love to hear your feedback in the comments. Greg, Supabase team

My colleagues have been recently working on a brilliant new upgrade to the Supabase Studio Dashboard; the SQL editor is now powered by Supabase AI. This is has now become part of my daily workflow. I no longer need to switch back and forth between ChatGPT and Supabase, I can now, within the editor, just pop in a question, and Supabase AI will amend my query. I think my favorite part is that after a while, I realized that my schema was being understood by Supabase AI. It was starting to reference my other tables and columns in my schema that were not present in the query I was working on (🤯).

It works beautifully in Japanese as well!

Love the diff editor design and how it actually checks my tables and columns to suggest changes! (when I switch on that setting) No need to go back to chatGPT to explain the names of my columns and tables every time I need to make a new snippet haha

No need to switch tabs and the ability to tweak the response is awesome. The only downside is that I am less likely to add to my decades old snippets library now.

Super excited that this is now available for everyone to use and leverage on - as a developer who's not the most familiar with SQL this is a huge time saver and also a potentially great learning tool! No longer will I need to search for "how to do xxx" on Google and try to find the best answer, all of this can be done without leaving the SQL editor ✨✨

This is great! Can't wait to try it out - gonna love not having to tab-switch every time in order to debug my SQL queries 🤗

This is exactly how you combine the power of AI with incredible DX. This doesn't just generate SQL snippets, but uses a side-by-side comparison to help educate you on ways you can improve your database in the future! 🚀

This is a game changer.

This is sooooo cool, great idea Supabase! It just feels like magic now to write SQL. ✨ I love how you don't even need to copy/paste anymore, you can just tweak the query to perfection with a few prompts. ❤️ Nice!

I had a chance to test it, and I love it. I was in a waitlist for copilot since it’s announced, and use it daily, and now supabase ai can be my second copilot right in the dashboard 💚

wow I tried this and it’s insane!

I find it very useful not to remember the full syntax, just generate it with AI and then check and correcting results manually. Probably it's a good time-saver for people who don't write only SQL queries 24/7.

The idea of the diff similar to Git is genius, especially in this context!

I asked it to generate a schema for a multi-tenanted application and it got it right with tables like tenants, users, orders etc. I could even tweak the initial schema with further instruction to massage it to my specific use case. Impressed!

Really lovely seeing this out and available for everybody to use! Oftentimes you'll head into an SQL editor to dive down into your project's data and are left with a blank textarea not knowing where to even start - this takes away that initial overhead and gives you a headstart into working with your data rather than mucking around with syntax.

I just wanted to drop a quick note to say that I tried out the new Supabase AI SQL Editor, and it's absolutely fantastic! 🚀 Kudos to the team for bringing such a helpful tool to the SQL Editor! It's a real time-saver, and I can already see myself using it more and more. Exciting times ahead!

Kudos to the team for integrating Supabase AI into the SQL editor of Supabase Studio Dashboard in record time! Can't wait to see what else is announced this week!

This looks amazing!! What model did you use to generate the suggestions? Is the code and the prompt used to generate the suggestions open source?

Great feature, I use it every time I need a SQL query.