Craft an AutoGPT Code Generation AI Instrument Leveraging Rust and GPT-4

Table of contents

1. Chapter 1 : Introduction
   1. Course Introduction
   2. What We Are Building
   3. Programming Experience Required
   4. About Your Instructor
   5. Discord Group
   6. Getting Access to GPT-4
   7. AI Functions and LLM Limitations
   8. Course Structure Overview
2. Chapter 2 : Rust Crash Course - Learning the Rust Environment
   1. Rust Installation - Quick Walkthrough
   2. About Rustup
   3. Preparing Visual Studio Code
   4. Cargo New - Your First Rust Project
   5. Your First Rust Function
   6. A Brief Programming Language Comparison
   7. Structuring Project Modules - Brief Introduction
   8. Unit Testing with Cargo
   9. Create Docs with Cargo
   10. Creating a Rust Library
   11. Dead Code and Unused Variables
3. Chapter 3 : Rust Crash Course - Types and Memory Management
   1. Rust Versus Other Languages Revisited
   2. Integer Types
   3. Data Type Cheatsheet
   4. Stack Versus Heap Introduction
   5. Stack Deep Dive
   6. Stack Versus Heap Walkthrough
   7. String Literals and Static (Read-Only) Memory
   8. Ownership and Borrowing - Immutable References
   9. Ownership and Borrowing - Mutable References
   10. Ownership and Borrowing - Dereferencing
   11. About Scope
4. Chapter 4 : Rust Crash Course - Basics
   1. Introduction - Create Project
   2. Fixed-Size Variables
   3. Dynamic-Sized Variables
   4. Basic Collections
   5. Closures
   6. Number Literals and Raw Strings
   7. Working Low Level with Binary
   8. Rust Std Library
5. Chapter 5 : Rust Crash Course - Intermediate
   1. Introduction - Create Module
   2. Enums - Your First Enum
   3. Enums - Result Enum with Generics Introduction
   4. Enums - Option Enum with Some or None
   5. Rusts Result and Option
   6. Structs - Your First Struct
   7. Structs - Using Type Impl
   8. Traits Introduction
   9. Polymorphism with Traits and Generics
   10. Lifetimes - Introduction
   11. Lifetimes - Generics and Structs
   12. Pattern Matching - Integer, Option, and Result
   13. Pattern Matching - Mixed Data Enum
   14. Pattern Matching - Match Guards and Structs
   15. Your First Async API Call
   16. Handling Errors
   17. Collections Revisited - HashMaps and HashSets
   18. Project Cleanup
6. Chapter 6 : Rust Crash Course - Advanced
   1. Declarative Macros - Introduction
   2. Declarative Macros - With Repetitions
   3. Procedural Macros (Theory) - Introduction to Derive
   4. Procedural Macros (Theory) – Function-Like Macro
   5. Procedural Macros (Theory) – Attribute-Like Macro
   6. Procedural Macros (Practice) - Building an AI Function
   7. Smart Pointers - Box
   8. Smart Pointers - Reference Counting with RefCell
   9. Smart Pointers - Reference Counting with Weak
   10. Rust Concurrency with Mutex and Arc
   11. Publish Packages to Crates
7. Chapter 7 : Build Web Server Template - First Project
   1. Theory - Introduction to Web Servers and Actix Web
   2. Theory - Actix Web REST API Docs Walkthrough
   3. Project Setup
   4. Struct Definitions
   5. Database Implementation
   6. Creating AppState with Mutex Provided Safety
   7. Writing Our Initial Web Server
   8. Testing Create Task Rest API Endpoint with Postman
   9. Create and Test GET Task Request
   10. Complete Task CRUD
   11. User Registration and Login
   12. Mutation Adjustment
   13. Next Steps
8. Chapter 8 : AutoGPT Project - Supporting Functions
   1. Supporting Functions - Section Introduction
   2. Project Setup
   3. User Interaction with Command Line
   4. Extract API Keys
   5. OpenAI Call - Key Provisions
   6. OpenAI Call - Create Client
   7. OpenAI Call - Test API Call
   8. OpenAI Call - Error Handling
   9. OpenAI Call - Completion
   10. Extract AI Functions
   11. Extend AI Function
   12. Print Agent Activity to Command Line
   13. AI Task Function
   14. AI Task Function Decoded
   15. API Endpoint Valid Check Function
   16. File Read and Write Functions
9. Chapter 9 : Auto GPT Project - Create Agents
   1. Create Agents - Section Introduction
   2. Basic Agent - Create Basic Agent
   3. Managing Agent - FactSheet Struct
   4. Managing Agent - Special Functions Trait
   5. Solutions Architect - Call Project Scope
   6. Solutions Architect - Call External URLs
   7. Solutions Architect - Handle Discovery State
   8. Solutions Architect - Write Test for Checking URLs
   9. Solutions Agent - Full Agent Test
   10. Managing Agent - Create New
   11. Managing Agent - Execute Project Fn
   12. Managing Agent - Initial Agent Test
   13. Backend Developer - Write and Improve Code Fn
   14. Backend Developer - Fix Code Bugs Fn
   15. Backend Developer - Rest API Endpoints Fn
   16. Backend Developer - Discovery and Working States
   17. Backend Developer - Initial Agent Test
   18. Backend Developer - Ensure AI Safety Human Check
   19. Backend Developer - Write Automated Cargo Build
   20. Backend Developer - Write Automated Cargo Run
   21. Backend Developer - Write Automated Endpoint Testing
   22. Backend Developer - Unit Testing Agents Unit Tests
   23. Backend Developer - Testing Code Rewrites
10. Chapter 10 : Auto GPT Project - Finalize Agent Gippity
    1. Performing First Complete Agent Test (External URL-Based)
    2. Performing First Test - Human Review
    3. Performing Second Test (Tracking CRUD-Based)
    4. Performing Third Test (Hangman Game Build)
    5. Performing Third Test - Human Review
    6. Considerations on Overcoming Limitations
    7. Congratulations!