Creating Custom GPT with Complex Outside Actions Using API Endpoints

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AI Summary

Video Summary: Setting Up API Actions with Custom GPTs

Introduction

• The video provides a tutorial on how to set up API actions with custom GPTs (Generative Pre-trained Transformers).
• The focus is on integrating complex actions with APIs using the public domain of APIs, specifically RapidAPI.

RapidAPI Overview

• RapidAPI is a public server offering various API endpoints.
• It includes popular APIs like Instagram scrapers and job search APIs.
• The video demonstrates using the J Search API for job searches on platforms like LinkedIn, Indeed, and Glassdoor.

Creating a Custom GPT

• The tutorial uses OpenAI’s platform to create a custom GPT.
• The process involves creating new actions and integrating API endpoints.
• The video walks through the steps of setting up a GPT without web browsing or image generation capabilities.

Setting Up API Actions

• The tutorial explains how to create new actions for the GPT.
• It involves copying code snippets from RapidAPI and pasting them into the GPT Creator.
• The GPT Creator helps generate the correct OpenAPI schema in YAML language.

Authentication and Testing

• Authentication is required for the GPT to work with APIs.
• The video shows how to authenticate using an API key from RapidAPI.
• A test is conducted to ensure the GPT can successfully call the J Search API and retrieve job listings.

Privacy Policy and Final Steps

• A privacy policy is necessary for public release, which can be created using Google Sites.
• The final steps include adding instructions for the GPT and publishing it to the GPT store.

Monetization with Off Flow

• The video introduces Off Flow, a software for monetizing GPTs by adding paywalls to custom GPTs.
• Off Flow allows creators to lock down their GPTs behind a subscription model.

Conclusion

• The video concludes with an invitation to reach out with questions and an offer to use the GPT Creator by Chris Porter for creating custom schemas.

Detailed Instructions and URLs

• No specific CLI commands were provided.
• Mentioned URLs:
  • RapidAPI: No exact URL provided.
  • Off Flow: No exact URL provided, but a reference to join a waitlist was mentioned.

Additional Notes

• The video emphasizes the ease of creating custom GPTs with API actions.
• It suggests using the GPT Creator by Chris Porter for accuracy and error avoidance in schema creation.
• The tutorial is intended for those with some coding knowledge and familiarity with GPTs and APIs.