Overview
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Updated in May 2025.
This course now features Coursera Coach!
A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course.
This course teaches you to build an advanced AutoGPT code generation tool using Rust and GPT-4. Starting with Rust fundamentals, you’ll advance through concurrency, memory management, and modular code design. The course guides you to integrate GPT-4, leveraging its AI capabilities for automated code generation. Through practical exercises, learn to interact with GPT-4 using Rust, automating complex coding tasks.
In the final project, you’ll develop a complete AutoGPT tool that generates, tests, refines, and deploys code, revolutionizing AI-augmented development. Ideal for experienced developers, AI enthusiasts, and DevOps professionals, this course requires strong programming skills, Rust familiarity, and an interest in AI-driven automation. Gain the expertise to innovate and implement AI solutions in modern software workflows.
Syllabus
- Course 1: Introduction and Rust Basics
- Course 2: Intermediate Rust Programming and Web Server Development
- Course 3: Advanced Rust Programming and AutoGPT Development
Courses
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Updated in May 2025. Dive deep into the technical foundation of your AutoGPT project by building the essential supporting functions. This section begins with setting up your project and establishing user interactions via the command line. You'll learn to manage API keys and make secure calls to the OpenAI API, ensuring proper communication between your AutoGPT agent and the powerful GPT-4 model. As you progress, the course will guide you through testing API calls, handling errors gracefully, and extending AI functions to perform increasingly complex tasks. You’ll also create functions to extract and process AI functions from user inputs, providing a seamless experience for users interacting with your AutoGPT agent. Additionally, you'll implement features to display the agent’s activity on the command line, ensuring transparency and control. By the end of this section, you’ll have a comprehensive suite of functions that serve as the backbone of your AutoGPT project, ready to support advanced AI-driven code generation. This section is perfect for developers and AI enthusiasts working on AI-driven projects, particularly those focused on integrating GPT-4 with Rust. A basic understanding of Rust and API interaction is recommended.
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Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Elevate your Rust programming expertise and dive into web server development with this comprehensive course. You’ll begin by solidifying your understanding of Rust through a crash course that covers intermediate to advanced concepts, including enums, structs, traits, lifetimes, and smart pointers. Each section is packed with practical coding exercises designed to reinforce your learning and ensure you can apply Rust's powerful features in real-world scenarios. Once you’ve mastered Rust, the course transitions into web development, where you’ll learn to build a web server using Actix Web, a high-performance framework that simplifies building scalable web applications. From setting up your project and defining data structures to implementing full CRUD operations and securing user authentication, you’ll gain hands-on experience in creating a robust web server. You’ll also explore advanced topics like managing state with Mutex, handling async API calls, and integrating a database. By the end of this course, you’ll have a deep understanding of intermediate Rust programming and the practical skills needed to build and deploy high-performance web servers. Whether you’re looking to enhance your web development capabilities or advance your career as a Rust developer, this course will provide you with the tools to succeed. This course is ideal for developers with basic Rust knowledge who want to advance their skills and learn web server development. It’s perfect for those aiming to build robust, scalable applications using Rust and Actix Web. Prerequisites include familiarity with Rust basics and an interest in web development.
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Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Introduction and Rust BasicsUnlock 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.
Taught by
Packt