Building AI applications can be a complex and time-consuming process. Ever wondered how to build AI powered apps in minutes? Well, now you can. 🎉 We are thrilled to announce our integration with OpenAI. With this integration, developers can significantly speed up the development process and create more advanced AI apps. You can use OpenAI APIs to generate text, images, and more. You can also use it to perform tasks like summarization, translation, and question answering. With newly added OpenAI ChatGPT API, you can also build chatbots that can answer questions about your business. In this article, we will take a look at how to use OpenAI to generate text and images.
Amazing Use Cases with OpenAI Integration
With OpenAI integration, the possibilities are endless. Here are some of the amazing use cases you can build with OpenAI integration:
- Chatbot that can answer questions about your business.
- Text summarizer that can summarize long articles in seconds.
- Translation app that can translate text from one language to another.
- Text generator that can generate text based on a given prompt.
- Image generator that can generate images based on a given prompt.
- Question-answering app that can answer questions based on a given prompt.
- Text-based games like dungeons and dragons.
- You can build more complex apps like a virtual assistant that can perform tasks like booking appointments, making reservations, and more.
On top of that, you can also use Stripe integration to accept payments from your users with subscription plans. Also, you can define credit limits for your users and charge them based on the usage of your app.
Building Your First AI Powered App
Getting API key from OpenAI
To use OpenAI integration, you need to have an OpenAI account. You can create an account here. Once you have an account, you can create an OpenAI API key here. You can then use this API key to integrate OpenAI with Altogic.
Adding OpenAI key to Altogic
Now open Altogic Designer and visit the Parameters view of the Settings to create a new application parameter for the Secret key as OpenAI and select the type as Text.
Creating a new data model to store the response
Open Altogic Designer and create a new model. Click on the Add button and select Model from JSON. Copy and paste the following JSON to the editor and click on the Next button.
The response json will be as follows:
{
"id": "cmpl-6dHSJ91n5x1OPpuiCXSJLyi5UVGPc",
"object": "text_completion",
"created": 1674819911,
"model": "davinci",
"choices": [
{
"text": " I am the language model please give me a prompt.",
"index": 0,
"logprobs": null,
"finish_reason": "stop"
}
],
"usage": {
"prompt_tokens": 8,
"completion_tokens": 4,
"total_tokens": 12
}
}
tip
You can also use the OpenAI API documentation to get the response json. You can find the documentation here.
After controlling the field types you can click Next and define model name as completions and click Finish.
Watch the video below to see how to create a new model in Altogic with using Model from JSON option.
Creating a new endpoint and services for text generation
After the model is created, you can create a new endpoint and service to generate text. To do this, visit the Endpoints view of the Altogic Designer and follow the steps as shown in the video below.
In the video, you can see the steps for creating a new endpoint and service in Altogic, as well as how to utilize the OpenAI nodes to generate text and save the response to a database. It also shows how to test the endpoint using the Altogic Tester and view generated text in the Altogic Navigator.
info
Generating Images with OpenAI
You can also use OpenAI integration to generate images. To do this, you need to use the Create Image node. You can find the node in the OpenAI category of the Altogic Designer. You can use this node to generate images based on a given prompt. You can also use it to generate images based on a given image. You can also use it to generate images based on a given image and a given prompt.
Generating ChatGPT like responses with OpenAI
You can also use OpenAI integration to generate ChatGPT like responses. To do this, you need to use the Create Chat Completion node. You can find the node in the OpenAI category of the Altogic Designer. You can use this node to generate ChatGPT like responses based on a given message.
NOTE: If you want to build more complex apps with different features, like credit limits, subscription plans, and more, you can use the Stripe integration to accept payments from your users. You can use the React Saas Starter tutorial to learn how to build a SaaS app with Stripe integration.
Conclusion
In this article, we took a look at how to use OpenAI integration to build AI powered apps in minutes. We also took a look at some of the amazing use cases you can build with it. We hope you enjoyed this article. If you have any questions, please feel free to reach out to us at community forum or discord channel.