Build AI Apps with ChatGPT, Dall-E, and GPT-4

Build AI Apps with ChatGPT, Dall-E, and GPT-4

Instructor: Tom Chant

What you'll learn

The basic concept of AI Engineering
How to build apps with the OpenAI API
How to deploy your AI apps on the web

Details to know

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Assessments

2 assignments

Taught in English

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There are 2 modules in this course

This course teaches web developers to build apps using OpenAI's API, helping them take their first steps as an AI Engineers. Learners will get hands-on practice with both the GPT-4 and Dall-E APIs, using OpenAI's JavaScript SDK.

In the first project, MoviePitch, you will get a primer on the OpenAI API and harness the power of artificial intelligence to generate ideas and images. In our second project, KnowItAll, we’ll move to the ChatGPT-4 model and get to grips with building chatbots - one of the most common uses of AI for web devs. Finally, we will fine-tune our chatbot in the third project. Fine-tuning is where you upload a dataset to OpenAI and use it to train a model. Doing this allows the chatbot to answer questions specific to your data - a critical skill when working with AI.

This module covers the basics of AI engineering, including API integration with OpenAI, prompt engineering techniques, and creating AI-powered features like image generation. You’ll also learn essential AI safety practices. The module concludes with a quiz to reinforce your skills, preparing you to build and deploy AI-driven applications confidently.

What's included

1 assignment24 plugins

1 assignmentTotal 30 minutes

Test your AI Engineering knowledge30 minutes

24 pluginsTotal 95 minutes

Welcome to interactive lessons!1 minute
AI Engineering basics4 minutes
The code so far3 minutes
Limitations with our environment variables3 minutes
Polygon API sign-up & key2 minutes
Get an OpenAI API Key2 minutes
Overview of how the API works3 minutes
An API call: OpenAI dependency3 minutes
An API call: Instance and model2 minutes
An API call: The messages array6 minutes
A quick word about models6 minutes
Prompt Engineering and a challenge5 minutes
Adding AI to the App5 minutes
Tokens6 minutes
Playground2 minutes
Temperature4 minutes
The "Few Shot" Approach4 minutes
Adding Examples4 minutes
Stop Sequence3 minutes
Frequency and Presence Penalties3 minutes
Creating Images with the DALL·E 3 API11 minutes
Intro to AI Safety6 minutes
Safety Best Practices4 minutes
You made it!3 minutes

This module focuses on the secure and efficient deployment of AI applications using Cloudflare. You’ll learn robust deployment strategies, how to create and manage Cloudflare workers, and integrate them with OpenAI. The module covers essential aspects of client-side data fetching, handling CORS requests, and setting up an AI Gateway. Additionally, you’ll gain practical experience in error handling, deploying API workers, and customizing your deployments with Cloudflare Pages and custom domains. By the end of this module, you’ll be equipped to deploy and manage AI applications confidently.