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    Packt
    Advanced Rust Programming and AutoGPT Development
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    Packt

    Advanced Rust Programming and AutoGPT Development

    This course is part of Craft an AutoGPT Gen AI Instrument with Rust & GPT-4 Specialization

    Packt - Course Instructors

    Instructor: Packt - Course Instructors

    Included with Coursera Plus

    •Learn more
    3 modules
    Gain insight into a topic and learn the fundamentals.
    Intermediate level

    Recommended experience

    Recommended experience

    Intermediate level

    This course is for seasoned Rust developers aiming to master advanced concepts and apply them in innovative AI-driven projects like AutoGPT.

    7 hours to complete
    3 weeks at 2 hours a week
    Flexible schedule
    Learn at your own pace
    Earn a Certificate
    With paid plans

    3 modules
    Gain insight into a topic and learn the fundamentals.
    Intermediate level

    Recommended experience

    Recommended experience

    Intermediate level

    This course is for seasoned Rust developers aiming to master advanced concepts and apply them in innovative AI-driven projects like AutoGPT.

    7 hours to complete
    3 weeks at 2 hours a week
    Flexible schedule
    Learn at your own pace
    Earn a Certificate
    With paid plans
    • About
    • Outcomes
    • Modules
    • Testimonials
    • Recommendations

    What you'll learn

    • Setup and manage advanced Rust projects.

    • Implement AI-driven functions and agents using Rust and OpenAI, optimizing tasks for efficient performance.

    • Develop and test specialized agents for complex project management, ensuring code safety and reliability through comprehensive testing and reviews

    • Enhance and refine AI capabilities for robust application development.

    Skills you'll gain

    • Generative AI
    • Development Testing
    • Application Programming Interface (API)
    • Debugging
    • Unit Testing
    • Verification And Validation
    • Solution Architecture
    • Program Development
    • OpenAI
    • Key Management
    • Rust (Programming Language)
    • Generative AI Agents
    • Artificial Intelligence
    • Large Language Modeling
    • Prompt Engineering
    • Command-Line Interface

    Details to know

    Shareable certificate

    Add to your LinkedIn profile

    Assessments

    1 assignment

    Taught in English

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    Build your subject-matter expertise

    This course is part of the Craft an AutoGPT Gen AI Instrument with Rust & GPT-4 Specialization
    When you enroll in this course, you'll also be enrolled in this Specialization.
    • Learn new concepts from industry experts
    • Gain a foundational understanding of a subject or tool
    • Develop job-relevant skills with hands-on projects
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    There are 3 modules in this course

    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.

    In this module, we will lay the groundwork for the AutoGPT project by developing essential supporting functions. You'll start with project setup, enabling user interaction through the command line, and secure management of API keys. We will guide you through preparing and testing OpenAI API calls, handling errors, and enabling AI response completions. Additionally, you'll learn to extend AI functions, print agent activities, handle AI tasks, validate API endpoints, and manage file operations. These foundational skills are crucial for the successful development of the AutoGPT project.

    What's included

    16 videos2 readings

    16 videos•Total 126 minutes
    • Supporting Functions - Section Introduction•4 minutes•Preview module
    • Project Setup•4 minutes
    • User Interaction with Command Line•8 minutes
    • Extract API Keys•5 minutes
    • OpenAI Call - Key Provisions•8 minutes
    • OpenAI Call - Create Client•10 minutes
    • OpenAI Call - Test API Call•3 minutes
    • OpenAI Call - Error Handling•7 minutes
    • OpenAI Call - Completion•9 minutes
    • Extract AI Functions•7 minutes
    • Extend AI Function•14 minutes
    • Print Agent Activity to Command Line•9 minutes
    • AI Task Function•14 minutes
    • AI Task Function Decoded•5 minutes
    • API Endpoint Valid Check Function•2 minutes
    • File Read and Write Functions•8 minutes
    2 readings•Total 20 minutes
    • Introduction to the Course 'Advanced Rust Programming and AutoGPT Development'•10 minutes
    • Full Specialization Resources•10 minutes

    In this module, we will create multiple agents, each with unique roles in the AutoGPT project. You'll start by creating a basic agent, then move on to developing specialized agents like the Managing Agent and Solutions Architect. We will implement functions for project scope, external URL calls, discovery states, and more. Additionally, you'll develop the Backend Developer agent to generate and optimize code, handle REST API endpoints, and ensure AI safety with human checks. By the end, you'll have a suite of agents capable of managing complex projects and tasks efficiently.

    What's included

    23 videos

    23 videos•Total 191 minutes
    • Create Agents - Section Introduction•7 minutes•Preview module
    • Basic Agent - Create Basic Agent•9 minutes
    • Managing Agent - FactSheet Struct•12 minutes
    • Managing Agent - Special Functions Trait•8 minutes
    • Solutions Architect - Call Project Scope•12 minutes
    • Solutions Architect - Call External URLs•2 minutes
    • Solutions Architect - Handle Discovery State•9 minutes
    • Solutions Architect - Write Test for Checking URLs•9 minutes
    • Solutions Agent - Full Agent Test•9 minutes
    • Managing Agent - Create New•8 minutes
    • Managing Agent - Execute Project Fn•6 minutes
    • Managing Agent - Initial Agent Test•5 minutes
    • Backend Developer - Write and Improve Code Fn•13 minutes
    • Backend Developer - Fix Code Bugs Fn•2 minutes
    • Backend Developer - Rest API Endpoints Fn•4 minutes
    • Backend Developer - Discovery and Working States•6 minutes
    • Backend Developer - Initial Agent Test•12 minutes
    • Backend Developer - Ensure AI Safety Human Check•11 minutes
    • Backend Developer - Write Automated Cargo Build•9 minutes
    • Backend Developer - Write Automated Cargo Run•8 minutes
    • Backend Developer - Write Automated Endpoint Testing•10 minutes
    • Backend Developer - Unit Testing Agents Unit Tests•5 minutes
    • Backend Developer - Testing Code Rewrites•4 minutes

    In this module, we will finalize the development and testing of Agent Gippity. You'll perform complete tests using external URLs, tracking CRUD operations, and building a Hangman game. Each test will be followed by a human review to ensure the quality and accuracy of the AI-generated code. We will also explore considerations for overcoming limitations and further enhancing Gippity's capabilities. Finally, we'll celebrate your achievement in mastering Rust and integrating GPT-4 for AI-driven code generation, equipping you with cutting-edge skills for future projects.

    What's included

    7 videos1 reading1 assignment

    7 videos•Total 45 minutes
    • Performing First Complete Agent Test (External URL-Based)•8 minutes•Preview module
    • Performing First Test - Human Review•8 minutes
    • Performing Second Test (Tracking CRUD-Based)•3 minutes
    • Performing Third Test (Hangman Game Build)•5 minutes
    • Performing Third Test - Human Review•7 minutes
    • Considerations on Overcoming Limitations•10 minutes
    • Congratulations!•0 minutes
    1 reading•Total 10 minutes
    • Conclusion to the Course 'Advanced Rust Programming and AutoGPT Development'•10 minutes
    1 assignment•Total 60 minutes
    • Full Course Assessment•60 minutes

    Instructor

    Packt - Course Instructors
    Packt - Course Instructors
    Packt
    709 Courses•106,591 learners

    Offered by

    Packt

    Offered by

    Packt

    Packt helps tech professionals put software to work by distilling and sharing the working knowledge of their peers. Packt is an established global technical learning content provider, founded in Birmingham, UK, with over twenty years of experience delivering premium, rich content from groundbreaking authors on a wide range of emerging and popular technologies.

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      Packt

      Craft an AutoGPT Gen AI Instrument with Rust & GPT-4

      Intermediate · Specialization

    • P

      Packt

      Introduction and Rust Basics

      Intermediate · Course

    • P

      Packt

      Advanced Rust Programming and Real-World Applications

      Intermediate · Course

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      Edureka

      Advanced Rust Programming

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    Frequently asked questions

    Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

    If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

    Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.

    If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

    This course is one of a few offered on Coursera that are currently available only to learners who have paid or received financial aid, when available.

    If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. See our full refund policyOpens in a new tab.

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