How to Get Structured AI Output from ChatGPT in Pabbly Connect

Learn how to use Pabbly Connect to integrate ChatGPT for structured AI output with Google Sheets, Facebook, and more. Discover hidden automation capabilities within your existing tools. This guide shows you how to connect your essential applications and permanently eliminate redundant manual processes.

Watch Step By Step Video Tutorial Below

1. Introduction to Pabbly Connect for Structured AI Output

To get structured AI output from ChatGPT, you need to utilize Pabbly Connect. This integration platform allows you to connect multiple applications seamlessly, including Google Sheets and OpenAI.

In this tutorial, we will guide you through the steps to set up this integration. First, ensure you have accounts for Google Sheets and OpenAI, as they will be essential in the process.

2. Setting Up Google Sheets with Pabbly Connect

The first step is to create a Google Sheet where you will input the topics for which you want to generate content. In Pabbly Connect, this Google Sheet will serve as the trigger for your automation.

• Create a new Google Sheet with columns for Topic, Platform, and Status.
• Input a topic and select the platform in the corresponding columns.
• Set the status to ‘Generate’ to trigger the automation.

Once your Google Sheet is ready, connect it to Pabbly Connect to capture the data. This will allow you to send the topic and platform information to OpenAI for structured output generation.

3. Connecting OpenAI to Pabbly Connect

Next, we will connect OpenAI to Pabbly Connect. This connection is crucial for generating structured AI output based on the topics you provide in Google Sheets.

In Pabbly Connect, choose OpenAI as the action app and select the action event as ‘ChatGPT Structured AI Output’. This new feature allows you to specify the format of the response you want from OpenAI.

• Click on ‘Connect’ and add a new connection.
• Enter your OpenAI API key to authenticate the connection.
• Select the AI model you wish to use, such as GPT-4 Mini.

After establishing this connection, you can now define the roles and prompts for the AI to generate content based on your requirements.

4. Defining AI Roles and Prompts in Pabbly Connect

In this step, you’ll specify the roles and prompts that OpenAI will use to generate structured output. This is done through the action step in Pabbly Connect.

To set up the roles, you can enter a system prompt that defines how the AI should behave. For example, you might specify that the AI is a content marketing expert tasked with generating engaging content for social media.

Enter the system prompt to define the AI’s behavior. Specify user prompts to guide the content generation. Ensure to include the required output fields such as title, content, keywords, and image prompts.

Once you have defined these prompts, you can specify the response format as JSON schema to ensure the output is structured as desired.

5. Testing and Using the Structured Output

After setting up the prompts and roles, it’s time to test the integration. Trigger the automation by updating your Google Sheet with a new topic and platform.

Pabbly Connect will send this information to OpenAI, which will generate a structured output based on your specifications. You will receive a JSON response containing separate fields for the title, content, keywords, and image prompt.

Check the response in Pabbly Connect to ensure it matches your expectations. You can then map these outputs back to your Google Sheet or any other application as needed. Utilize the structured data for your marketing needs, such as generating social media posts.

This process demonstrates how Pabbly Connect effectively facilitates structured AI output generation from ChatGPT, allowing for seamless integration and automation.

Conclusion

In this tutorial, we explored how to use Pabbly Connect to generate structured AI output from ChatGPT. By integrating Google Sheets and OpenAI, you can automate content creation efficiently. This structured output can significantly enhance your content marketing efforts.