This tutorial guides beginners on how to build a custom AI web application using free tools, focusing on ease of use for non-coders. It explains the setup process, required tools like Visual Studio Code and Codium, and demonstrates step-by-step how to create an application that leverages the Anthropic API for functionalities such as text summarization and essay writing.
The video emphasizes using free resources and includes instructions for integrating code and deploying the app locally.
Introduction to AI Application Building
The video begins with an introduction to building a fully custom AI application, highlighting that the tutorial is designed for beginners and requires no coding experience. The entire process, except for accessing the Anthropic API, is free.
Preparation Checklist
A checklist is provided to prepare viewers for building the app, which includes installing Visual Studio Code, Python, and the Codium extension, as well as creating an Anthropic account to access the AI API.
Setting Up the Project Environment
Detailed instructions on setting up the development environment in Visual Studio Code, including creating necessary folders and files, are given along with how to install required packages.
Using the Anthropic API for AI Functions
The tutorial showcases how to use the Anthropic API to obtain functionality like text summarization, with clear steps on coding and integrating this feature into the application.
Using Codium for Code Assistance
Codium is introduced as a free coding assistant, which helps in understanding code, troubleshooting errors, and offering suggestions for improvement without consuming the limited calls provided by the Anthropic API.
Finalizing the AI Application
The video concludes with a demonstration of how to run the application, test its functionality, and suggests further enhancements, emphasizing that users can create and improve their applications without extensive coding knowledge.
