Unlock the potential of AI-driven development with this in-depth course on building an AutoGPT code generation tool using Rust and GPT-4. You’ll begin with a solid introduction to Rust, mastering its syntax, memory management, and advanced features like concurrency. As you progress, you’ll explore how to leverage Rust’s robust ecosystem to create modular and efficient code.
The course then transitions to integrating GPT-4, where you'll learn to harness this powerful language model for automating complex coding tasks. Through practical exercises, you'll see how Rust and GPT-4 work together to streamline code generation, testing, and deployment. By the end of the course, you’ll have built a fully functional AutoGPT tool, equipping you with the skills to innovate and automate in your software projects.
This course is designed for software developers, AI enthusiasts, and technical professionals who want to explore AI-powered automation and advance their Rust programming skills. Prerequisites include programming experience and an interest in AI-driven development.
Overview
Syllabus
- Introduction
- In this module, we will kickstart your Rust learning journey. You'll receive an overview of the course structure, meet your instructor, and learn about the ambitious Auto-Gippity project. We'll also cover the programming experience required and provide details on how to access vital resources, including the GPT-4 API and our Discord group. Finally, you'll gain insight into AI functions, LLM limitations, and the overall course layout to prepare you for a rewarding learning experience.
- Rust Crash Course - Learning the Rust Environment
- In this module, we will dive into the essentials of setting up and navigating the Rust programming environment. You'll be guided through the Rust installation process, the use of Rustup for managing versions, and configuring Visual Studio Code for Rust development. Additionally, you'll create your first Rust project, write your first function, and learn about structuring project modules, unit testing, and documentation. By the end, you'll have a solid foundation to start your Rust coding journey.
- Rust Crash Course - Types and Memory Management
- In this module, we will explore Rust's unique features and memory management capabilities. We'll revisit Rust's advantages over other languages, dive into integer types, and provide a data type cheatsheet. You'll gain a deep understanding of stack versus heap memory management, string literals, static memory, and the crucial concepts of ownership and borrowing. By the end, you'll be equipped to handle memory safely and efficiently in your Rust projects.
Taught by
Packt - Course Instructors
