How to Create a Simple OpenAI GPT-4 API

Lab Introduction

How to Create Simple OpenAI GPT API on AWS Lambda

Welcome to the "How to Create Simple OpenAI GPT API on AWS Lambda" lab. In this lab, you will learn how to leverage the power of AWS Lambda to create a simple API for OpenAI's GPT (Generative Pre-trained Transformer) model. OpenAI's GPT is a state-of-the-art language model that can generate human-like text based on the provided input. By creating an API on AWS Lambda, you can easily integrate this powerful language model into your applications or services.

In this lab, we will be using Python as the programming language and AWS as the cloud provider. Python is a popular and versatile programming language that is widely used in the field of data science and machine learning. AWS Lambda is a serverless compute service that allows you to run your code without provisioning or managing servers. By combining these technologies, you will be able to create a scalable and cost-effective API for the OpenAI GPT model.


60 min.



  • Cloud Provider: AWS
  • Language(s): Python, HCL
  • Tooling: Terraform
  • AI Platform: OpenAI
  • AI Model: GPT-4
  • Category: ai

This project is available with a paid Skillmix subscription.