How to make GPTs with Actions and Knowledge | D&D Homebrew GPT
In this hands-on tutorial I build a D&D homebrew GPT that uses Actions and Knowledge! These two powerful GPT features make the difference between generic GPTs that anyone can build and valuable GPTs that truly stand out. In this video, I walk you through how to use knowledge and actions in your custom GPT and explain how GPT knowledge and actions work. I also explain the limitations of knowledge and actions and touch on when to use GPTs vs the OpenAI Assistants API.
This tutorial is designed to be accessible yet informative, perfect for both beginners and seasoned developers who want to explore the new capabilities of OpenAI's Custom GPTs. I will show you how to use Actions to call APIs and how to upload Knowledge that your custom GPT can use.
📚 Resources:
GitHub Repo: https://github.com/VoloBuilds/monster...
OpenAI API Documentation: https://platform.openai.com/docs/assi...
Monsterbrew GPT: https://chat.openai.com/g/g-PnTvElBRO...
🔥 Key Highlights:
GPT Concepts Explained: Deep dive of the the capabilities and features of the new OpenAI custom GPTs.
GPT Actions and Knowledge: I explain the details of how to upload knowledge, what the limitations of GPT knowledge are, and how GPT Actions are really just API calls under the hood and how they can be configured.
OpenAPI Spec for GPTs: I explain how to create the custom GPT OpenAI spec and what the purpose of it is.
Creating a custom GPT to generate D&D monster stat blocks: I build out a custom GPT using actions and knowledge to generate Dungeons and Dragons monster stat blocks and images that are presented to the user on Homebrewery.
GPT Actions Code: Explanation of how to create GPT Actions using a cloud function.
🚀 What You'll Learn:
How to create your own GPTs
How to use Actions in GPTs
How to use Knowledge in GPTs
What the OpenAPI spec is
How GPT Actions work under the hood
How GPTs use Knowledge to answer questions
What are the limits of GPT knowledge and actions
How GPT actions are authenticated
💡 Perfect for Viewers Interested in:
AI-powered chatbots
Building custom GPTs
Using Actions inside of custom GPTs
Adding knowledge to your custom GPTs
Chatting with your files in GPT
OpenAI API applications
Building custom GPTs
Making money with GPTs
New OpenAI capabilities
Learning about the latest AI tech
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💬 Questions or Feedback? Drop your thoughts in the comments below, and I'll be sure to get back to you!
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Chapters:
00:00 - What are GPTs?
01:40 - Concepts (Actions + Knowledge)
05:06 - Design explanation
06:25 - The Build Montage
06:47 - Hands-on Breakdown
09:14 - Final Demo
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