CodeWhisperer is a machine learning-based service like Github Copilot that enables developers to generate code with natural language explanations of application functionality, reducing the need for manual coding. The generated code can be immediately executed or used as a starting point for customization. The tool leverages natural language processing (NLP) and machine learning (ML) technologies to generate code that is both functional and efficient. CodeWhisperer can save time and increase productivity for developers by automating the tedious process of writing code from scratch. With CodeWhisperer, developers can focus on higher-level tasks and leave the repetitive work of writing code to the AI tool.