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Building an AI-Powered Applications Just Got Easier

How we can build custom LLMs with all no code tools

Hey fellow builders,

It's time to crank up the tech heat a notch. If you've been tinkering around with AI, looking for ways to infuse it into your applications, or if you're just a tech enthusiast who thrives on staying ahead of the curve, this email will get your pulses racing.

Here's the 411:

In our newly uploaded video we build a custom AI-based applications, all with no-code tools. We combined the power of bubble.io with LangChain using a drag-n-drop backend called Flowise.

Flowise drag n’ drop backend UI

The goal? To create an application that's trained to search a specific document and answer queries related to it (pretty simple use-case). And, to walk us through it, I used "Satoshi's White Paper" on Bitcoin as an example.

Fascinating, right?

And then comes the pièce de résistance.

We integrate this AI application into Bubble, a renowned web app builder, using their API connector. This enables seamless communication between the application and Bubble's server, creating an interaction that's as smooth as butter.

Here's how it goes: A user types in a question, the question gets relayed to the server, the server processes it (according to our workflows), and voila! The answer is displayed right there in the app. It's a slick, streamlined process that's nothing short of magic.

What's even better? All of this was achieved using the LangChain framework with Flowise (as the backend). Sure, there's some setup and configuration involved, but we’re actually developing a no-code tool that integrates directly with bubble’s workflows. Making it plug n’ play right out of the box. And to mention, it’s scalable too!

In our video we walk you through each step of the process from getting the backend deployed, to building the no code workflows, and integrating it with bubble (yes even if you have no programming knowledge you’ll be able to set it up).

Although this is a simple use-case you can create more complex workflows such as with the utilization of agents communicating with other web-based applications or databases.

Along with this, it could simply be integrated into your already existing bubble application.

So, if you're looking to supercharge your AI journey and stay ahead of the tech game, this tutorial is just the ticket.

You can check it out directly here:

That's all for today. Remember to stay curious, keep learning, and never stop hustling!

Best,
Dean