Create Your Own A.I. App in Minutes with Webflow and OpenAI API!

Create Your Own A.I. App in Minutes with Webflow and OpenAI API!

Table of Contents:

1. Introduction
2. Building the Form Inputs
3. Displaying the Results
4. Sending a Request to OpenAI's API
5. Processing the Response
6. Creating the Make Scenario
7. Connecting to OpenAI's API
8. Building the Prompt Completion
9. Specifying the Max Tokens
10. Sending the Webhook Response
11. Conclusion

Introduction

In this article, we will explore how to quickly connect any Webflow Website to OpenAI's API in order to build a simple app like an artist statement generator. We will go through the step-by-step process of collecting user details, building the prompt, sending a request to OpenAI's API, and displaying the response on the website. By the end of this article, You will have a clear understanding of how to integrate OpenAI's API into your Webflow projects. Let's get started!

1. Building the Form Inputs

The first step in connecting our Webflow website to OpenAI's API is to build the form inputs to Collect user details. We will Create input fields for the user's name, location, main field, desired tone for the statement, and keywords. These inputs will allow us to customize the generated artist statement according to the user's preferences. By assigning unique IDs to each input field, we can easily retrieve their values using JavaScript.

2. Displaying the Results

Once we have collected the user details, we need to display the generated artist statement on the website. To achieve this, we will create a Second form with an input field where the statement will be populated. We will also add a loader to provide visual feedback to the user while the statement is being generated. By making this form initially Hidden, we can reveal it once the statement is ready to be displayed.

3. Sending a Request to OpenAI's API

Now that we have collected the user details and prepared the form for displaying the results, it's time to send a request to OpenAI's API. To do this, we will use the fetch function, which allows us to send requests to external services. We will specify the URL of our Make webhook as the main argument of the fetch call. By setting the method to "post" and the content Type to "Json", we ensure that the request is properly formatted. We will also include the user's prompt and set the max tokens to limit the length of the output.

4. Processing the Response

Once we have sent the request to OpenAI's API, we need to process the response and extract the generated artist statement. The response will come back as an object, and we can use the .text() method to retrieve the text from it. We will then set this text as the value of the input field in which we will display the results. Finally, we can hide the loader to allow the user to view and modify the generated statement.

5. Creating the Make Scenario

To connect our Webflow website to OpenAI's API, we need to create a Make scenario. This scenario will serve as a bridge between our website and OpenAI's API, handling the communication between the two. By creating a webhook inside Make, we can send data to it and specify the structure of the data it expects. This includes the prompt for the artist statement generation.

6. Connecting to OpenAI's API

In order to connect to OpenAI's API, we need to set up a connection using our API keys. This connection allows us to access OpenAI's models and make requests for prompt completions. By selecting the appropriate model, such as "text DaVinci 3", we ensure that we get the desired output for our artist statements.

7. Building the Prompt Completion

Once we have set up the connection to OpenAI's API, we can proceed to build the prompt completion. This is the main function that will generate the artist statement Based on the user's input. By passing the user's prompt and specifying the max tokens, we can control the length of the output. The prompt completion module will generate text similar to chat GPT, providing a natural language output.

8. Specifying the Max Tokens

To ensure that the generated artist statement meets our desired length, we need to specify the max tokens. One token is approximately four characters, and the default value is set to a low number, resulting in a short output. By setting the max tokens to a higher value, such as 100, we can obtain a statement of the desired length.

9. Sending the Webhook Response

Once the prompt completion is complete, we need to send the generated artist statement back to our Webflow website as a webhook response. This response will be processed by the website and displayed in the input field we have prepared. By specifying the webhook response module and setting the status to 200 (indicating a successful response), we can ensure that the statement is sent back to our website.

10. Conclusion

In this article, we have learned how to quickly connect any Webflow website to OpenAI's API in order to build an artist statement generator. We have gone through the process of collecting user details, building the prompt, sending a request to OpenAI's API, and displaying the generated statement on the website. By following these steps, you can easily integrate OpenAI's powerful language models into your Webflow projects.

Highlights:

1. Quickly connect any Webflow website to OpenAI's API.
2. Build a custom app like an artist statement generator.
3. Collect user details and customize the generated statement.
4. Send requests to OpenAI's API using the fetch function.
5. Process the response and display the results on the website.
6. Create a Make scenario to handle the communication between the website and API.
7. Connect to OpenAI's API using your API keys.
8. Build prompt completions to generate the artist statement.
9. Specify the max tokens to control the length of the output.
10. Send the generated statement back to the website as a webhook response.

FAQ:

Q: Can I customize the prompt for the artist statement generator? A: Yes, you can collect user details such as name, location, main field, desired tone, and keywords to create a personalized prompt.

Q: Is it possible to modify the generated artist statement? A: Yes, the generated statement is displayed in an input field, allowing users to make modifications if desired.

Q: Can I integrate this app into my existing Webflow website? A: Yes, this app can be easily integrated into any Webflow website by following the steps outlined in the article.

Q: Are API keys required to connect to OpenAI's API? A: Yes, you will need to set up a connection using your API keys to access OpenAI's models and make requests for prompt completions.

Q: Can I control the length of the generated artist statement? A: Yes, by specifying the max tokens, you can control the length of the output to meet your requirements.