Here are instructions for specializing a generalized AI towards a specific application by deploying your own app. We created these step-by-step instructions for creating a public-facing app specifically with the intention of showing you how to integrate a generative AI output into a public-facing service.

Although we are showing the steps to perform this specifically in Bubble.io, many of the methodologies you learn here are transferable to other no-code platforms and app development practices in general. The skillset is also expandable for creating a wide variety of applications far outside the scope of what you will build by strictly following these instructions. Although we are going through one specific application here, with small modifications you can integrate all kinds of open AI models and all kinds of tasks into the functioning of your app. For inspiration, check out open community platforms for AI app development here:

See additional instructions:

Step 1: Creating accounts

You will need an account on Bubble and OpenAI platform to complete this process.

But,

you will not need a paid plan on Bubble unless you intend to publish this app on the public web and showcase it via a website link, and you will not need a paid plan on OpenAI unless you go through so many iterations that you exhaust their free trial credits.

Create an account in:

Step 2: Setting up API on OpenAI Beta

  1. Log into your account on OpenAI Beta.

https://lh5.googleusercontent.com/EbhDVdLivb0xnTSkPLV4tPs2Iaf8TGzXdQDHx1d1AUSk6Pfd24Ig5VhVXOj3uk5aInetguBZjcKA4LrfXQPybUFDusunlEKlNfQkmoimY3SS4-Fo4orDHP9qNveHHA0zaWSx_c5vJP8fd-vtMzZArnw

  1. Click on your profile name in the top-right corner. The screenshot says “Handshake Consulting”, but yours should have your profile name in that area.

https://lh4.googleusercontent.com/kb3Eu6-R2cye18-VRbqi4a_suiR1OSeWYij2EtmlESZ5BaZGh7COK9QAsBbFovXCaZwxk1T_6Ss8Ac5g4sJEcSoJYwhBy9DIWf7c_oYuRDFErMwKip1ih5xui5_12bgDBJywInT44kbWrt1uHIPBvcM