gpt-pilot VS supabase

For the past 6 months, I’ve been working on GPT Pilot (https://github.com/Pythagora-io/gpt-pilot) to understand how much we can really automate coding with AI, so I wanted to share our learnings so far and how far it’s able to go.

I’m working on an AI dev tool GPT Pilot that uses LLMs a lot. So, I was interested in context recall - however, it becomes more apparent at larger context sizes. In other words, how well can the LLM find the information it needs that is in the context? Less than ideal, as it turns out.

Learn more about it and give it a try here: https://github.com/Pythagora-io/gpt-pilot

I opened my account yesterday, as I wanted to test gpt-pilot, I generated an API key, added it to my .env file and made a small calculator just to see if it works (and it does). Today I got an email saying that my account was terminated for violating Terms of Service or not being in a supported country. The closest thing that I can think of for my ban after reading ToS and the list of countries was that my school uses GlobalProtect (a VPN) to connect to their services, so maybe that raised a red flag, but that's about it. I'm trying to find the option to "appeal the ban" on help.openai.com but I can't find it anywhere.

It was a great experience using Supabase’s rock-solid PostgreSQL database for this app. The DX around that product is phenomenal: viewing and managing the DB data was a lifesaver when you don’t want to craft your own admin panel from scratch.

I didn't really give much thought as to which backend I would use. I already had 2 projects in Supabase (BOXCUT & MineWork), but also a few projects in Firebase too. I was more concerned at the time at actually building the product.

Sign up for SupaBase: Head over to SupaBase and sign up. Create a new workspace and project with your preferred names.

Setting up Supabase Create a new Supabase project, and get the connection string for the database from settings > database.

Supabase (start for free)

Built with Supabase, Astro, Unreal Speech, Stable Diffusion, Replicate, Metropolitan Museum of Art

Supabase will be used for storing article data in the database and the cover image of the article in storage. Chakra UI will be used to provide style to the elements. By using both, we can build the blog with ease.

For AutoRepurpose, I opted for Supabase as the backbone of the backend. It has reliably supported Penelope AI, which garnered over 15k users in 2022 without any issues.

Semantic search demo

1. Create a new Supabase project: Visit Supabase and create a new project.