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How do you quickly build AI powered apps when you are not a Dev ?

Toni
12 replies
I would like to « build » some AI wrappers/ or AI powered apps from own trained data sets, to level up…but I am not a dev. Are there no code /low code platforms made for building AI apps ? How do you guys do ?

Replies

Richard Maxwell
No code like Bubble would be a good place to start I reckon
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Toni
@richard_maxwell11a thanks. And then I can connect the OpenAi API but i guess there is no native « AI wrapper integration » block in bubble. Or is there ?
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Igor
I'd recommend checking out Autogen 2.0 and Langchain UI. They enable the creation of AI autonomous agents through a GUI, without coding. Also, OpenAI's fine-tuning UI allows you to fine-tune GPT models with your training datasets.
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Toni
@betterforall thanks. I do know how to handle OpenAI api and fine tuning. But hadn’t thought of LangChain. Once you built the agent with it, can you implement it a website I built ?
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Igor
@toni_pm I think LangChain offers a dedicated endpoint for your agent. Therefore, if you're using a no-code website, you'll only need to make an API call. This doesn't require extensive coding skills, especially with the assistance of ChatGPT. And I think they ofer additional options of embedding to your website (https://github.com/homanp/langch...)
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Rayan Zeggari
Yes, you can do so in Bubble.io although learning curve might seem steep in the beginning and you will need to have some custom code at some point if you want a hgh performing app. I would sugggest to go into the bubble.io forum to see challenges/limits in building an AI powered app. Good luck!
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Toni
@rayan_zeggari thanks a lot. Just curious, did you build a functional public app using bubble ?
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Rayan Zeggari
@toni_pm Beta version coming out in February but the main functionalities are custom code and embedded into bubble using html. Native bubble elements presented many challenges such as real-time chat or text formatting... Will let you know when the app is live!
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