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I believe that training one's own AI and integrating it into business processes is a must-have for almost any business vertical, from real estate to mobile games. This will also be the gold mine for agencies, freelancers, and API-wrapper startups. Let’s dive deeper.
Last week, we shared why Custom GPTs are remarkable and how big the opportunity and API Assistants are.
This time, I want to dive deeper into integrating Custom API Assistants into real products and websites.
Okay, what do we start with?
Understanding GPTs & Assistants’ difference
It’s crucial to differentiate between the GPTs you create on the ChatGPT Builder and the GPTs developed using OpenAI's Assistants API. The GPTs on ChatGPT are more like consumer-oriented tools—great for experimentation and knowledge sharing but unsuitable for programmatic use. On the other hand, the Assistants API empowers you to create and operate GPTs programmatically, making it perfect for real-world applications.
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Connecting Custom GPT (Assistant) with Voiceflow
In this guide, you'll be well-prepared to go through the setup process, which involves configuring and deploying your chatbot for a smooth integration into your digital environment. We'll begin our journey by exploring Voiceflow, one of our two services.
Voiceflow is a versatile platform designed for creating, testing, and deploying chat and voice assistants. It provides a collaborative environment for designing conversational AI experiences. With the recent surge in interest and usage of Voiceflow, especially since the launch of ChatGPT, it's evident that conversational AI is in high demand. Voiceflow caters to both non-technical and technical teams, making it accessible to a wide range of users.
Voiceflow offers ready-made templates that simplify building an assistant to automate just about anything. One such template is "Connect your Custom GPT to Voiceflow." This template demonstrates how to establish a seamless connection between your Voiceflow assistant and Custom GPT. It facilitates a straightforward exchange of messages between the two, allowing you to integrate Custom GPT into your website or any other interface via the Dialog API.
Let’s connect your Custom GPT with this structured guide:
1. Getting Started with Voiceflow:Â
Begin by signing up for Voiceflow if you haven't already. It's a user-friendly platform suitable for both beginners and experts.
Familiarize yourself with the Voiceflow interface, where you'll craft your AI-powered chatbot.
2. Selecting the Right Template:
Voiceflow offers a range of templates to choose from. For Custom GPT integration, look for the "Connect your Custom GPT to Voiceflow" template.
These templates are an excellent starting point, saving you time and effort in the setup process.
3. Building Your Chatbot:
Follow the template's guidance to create your chatbot interface. You can customize the appearance and behavior of your chatbot to match your website's needs. The instructions are very clear, but you can also watch their full tutorial on how this was done there.
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