Build an AutoGPT Code Writing AI Tool With Rust and GPT-4
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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!
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Rust installation - Quick Walkthrough -
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Rust Installation - Windows Docs -
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About Rustup
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Rustup Tool Manager Docs
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Preparing Visual Studio Code
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Cargo New - Your First Rust Project
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Your First Rust Function
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A Brief Programming Language Comparison
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Structuring Project Modules - Brief Introduction
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Unit Testing with Cargo
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Create Docs with Cargo
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Creating a Rust Library
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Dead Code and Unused Variables
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Must-Know Resources
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Rust vs Other Languages Revisited
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Integer Types
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Data Type Cheatsheet
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Stack vs Heap Intro
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Stack Deep Dive
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Stack vs Heap Walkthrough
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String Literals and Static (Read-Only) Memory
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Ownership and Borrowing - Immutable References
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Ownership and Borrowing - Mutable References
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Ownership and Borrowing - Dereferencing
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About Scope
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Memory ManagementTest your knowledge
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Intro - Create Module
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Enums - Your First Enum
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Enums - Result Enum with Generics Introduction
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Enums - Option Enum with Some or None
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Rusts Result and Option
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Structs - Your First Struct
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Structs - Using Type Impl
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Traits Introduction
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Polymorphism with Traits and Generics
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Lifetimes - Introduction
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Lifetimes - Generics and Structs
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Pattern Matching - Integer, Option and Result
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Pattern Matching - Mixed Data Enum
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Pattern Matching - Match Guards and Structs
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Your First Async API Call
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Handling Errors
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Collections Revisited - HashMaps and HashSets
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Project Cleanup
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Declarative Macros - Introduction
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Declarative Macros - With Repetitions
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Declarative Macros - Note on Module Exporting
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Procedural Macros (Theory) - Introduction to Derive
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Procedural Macros (Theory) - Function Like Macro
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Procedural Macros (Theory) - Attribute Like Macro
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Procedural Macros (Practice) - Building an AI Function
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Smart Pointers - Box
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Smart Pointers - Reference Counting with RefCell
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Smart Pointers - Reference Counting with Weak
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Rust Concurrency with Mutex and Arc
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Publish Packages to Crates
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Theory - Introduction to Web Servers and Actix Web
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Theory - Actix Web REST API Docs Walkthrough
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Project Setup
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Struct Definitions
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Database Implementation
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Creating AppState with Mutex Provided Safety
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Writing Our Initial Web Server
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Testing Create Task Rest API Endpoint With Postman
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Create and Test GET Task Request
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Complete Task CRUD
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User Registration and Login
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Mutation Adjustment
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Next Steps
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