AutoGPT code writing AI tool Rust GPT-4 automated coding
Title: Build an AutoGPT Code Writing AI Tool With Rust and GPT-4
Description:
AutoGPT code writing AI tool Rust GPT-4 automated coding. Dive into the world of AI-powered code generation with our hands-on course, where you’ll learn how to build an AutoGPT code writing tool using Rust and the powerful GPT-4 model. Whether you’re an experienced developer looking to explore the forefront of artificial intelligence or a newcomer intrigued by the potential of automated coding, this course provides a comprehensive guide to creating your own AI-driven programming assistant.
Requirements:
- Basic knowledge of programming concepts, preferably in Rust or a similar language
- Familiarity with machine learning and natural language processing concepts
- A computer with access to the internet and the ability to install necessary software tools
Who This Course Is For:
- Developers interested in exploring the intersection of AI and software development
- Students and professionals seeking to enhance their coding productivity with AI tools
- Tech enthusiasts curious about the capabilities of advanced natural language processing models
- Anyone looking to stay ahead in the rapidly evolving field of AI and programming
In this course, you’ll embark on a journey to build an AutoGPT code writing AI tool from scratch. You’ll start by gaining an understanding of the Rust programming language and setting up your development environment. Then, you’ll delve into the intricacies of training and fine-tuning the GPT-4 model for code generation tasks, learning how to preprocess data and optimize model performance.
Throughout the course, you’ll work on practical exercises and hands-on projects, honing your skills in AI model deployment, API integration, and building a user-friendly interface for your AutoGPT tool. By the end, you’ll have a fully functional code writing AI tool that can assist you in generating code snippets, providing code suggestions, and accelerating your development workflow.
Join us on this journey to unlock the potential of AI-driven code generation and revolutionize your approach to software development. Start building your own AutoGPT code writing AI tool today!
Rust Crash Course - Learning the Rust Environment
Rust Crash Course - Types and Memory Management
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9Rust installation - Quick Walkthrough
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10Rust Installation - Windows Docs
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11About Rustup
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12Rustup Tool Manager Docs
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13Preparing Visual Studio Code
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14Cargo New - Your First Rust Project
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15Your First Rust Function
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16A Brief Programming Language Comparison
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17Structuring Project Modules - Brief Introduction
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18Unit Testing with Cargo
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19Create Docs with Cargo
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20Creating a Rust Library
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21Dead Code and Unused Variables
Rust Crash Course - Basics
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22Must-Know Resources
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23Rust vs Other Languages Revisited
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24Integer Types
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25Data Type Cheatsheet
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26Stack vs Heap Intro
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27Stack Deep Dive
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28Stack vs Heap Walkthrough
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29String Literals and Static (Read-Only) Memory
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30Ownership and Borrowing - Immutable References
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31Ownership and Borrowing - Mutable References
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32Ownership and Borrowing - Dereferencing
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33About Scope
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34Memory Management
Test your knowledge
Rust Crash Course - Intermediate
Rust Crash Course - Advanced
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43Intro - Create Module
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44Enums - Your First Enum
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45Enums - Result Enum with Generics Introduction
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46Enums - Option Enum with Some or None
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47Rusts Result and Option
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48Structs - Your First Struct
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49Structs - Using Type Impl
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50Traits Introduction
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51Polymorphism with Traits and Generics
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52Lifetimes - Introduction
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53Lifetimes - Generics and Structs
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54Pattern Matching - Integer, Option and Result
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55Pattern Matching - Mixed Data Enum
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56Pattern Matching - Match Guards and Structs
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57Your First Async API Call
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58Handling Errors
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59Collections Revisited - HashMaps and HashSets
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60Project Cleanup
Build Web Server Template - First Project
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61Declarative Macros - Introduction
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62Declarative Macros - With Repetitions
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63Declarative Macros - Note on Module Exporting
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64Procedural Macros (Theory) - Introduction to Derive
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65Procedural Macros (Theory) - Function Like Macro
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66Procedural Macros (Theory) - Attribute Like Macro
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67Procedural Macros (Practice) - Building an AI Function
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68Smart Pointers - Box
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69Smart Pointers - Reference Counting with RefCell
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70Smart Pointers - Reference Counting with Weak
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71Rust Concurrency with Mutex and Arc
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72Publish Packages to Crates
Auto GPT Project - Supporting Functions
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73Theory - Introduction to Web Servers and Actix Web
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74Theory - Actix Web REST API Docs Walkthrough
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75Project Setup
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76Struct Definitions
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77Database Implementation
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78Creating AppState with Mutex Provided Safety
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79Writing Our Initial Web Server
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80Testing Create Task Rest API Endpoint With Postman
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81Create and Test GET Task Request
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82Complete Task CRUD
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83User Registration and Login
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84Mutation Adjustment
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85Next Steps