Generative AI includes Large Language Models (e.g., ChatGPT, Claude) for generating text and Diffusion Models (e.g., DALL-E, Midjourney) for generating images. Gen-AI is growing increasingly powerful at following human instructions to accomplish a broad range of tasks.
Custom GPTs are an approach for creating specialized, focused Gen-AI experiences. GPTs are like "apps" or an "app store" for Gen-AI: Each one is built to work with users on a specific task. They translate the broad capabilities of Gen-AI into tailored, sharable tools. They provide users with instructional scaffolding on how to do something with Gen-AI.
Unlike a mobile App, Custom GPTs are programmed with natural language text. Custom prompts, uploaded documents, suggestions, and connected APIs instruct the Large Language Model on how to work with its users.
While the "Custom GPT" verbiage was popularized by OpenAI, this tutorial will provide tools that could be used with any popular LLM and be used without requiring a ChatGPT Plus subscription.