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Zero To Mastery

Build AI Agents with AWS

via Zero To Mastery

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Overview

Learn to design, build, and deploy multiple AI Agents using AWS by building your own production-ready AI Travel Agent and gain hands-on experience to boost your AI skills!
  • Learn how to build AI agents that work together to complete tasks, using AWS Bedrock’s powerful language models
  • Design a system where multiple AI agents collaborate while being supervised by a single agent
  • Use AWS Lambda to make your AI agents run efficiently without worrying about managing servers
  • Store and organize important travel data using Amazon S3, so your AI agents always have access to the right information
  • Make your AI agents accessible through the web by setting up secure and scalable APIs with AWS API Gateway
  • Bring it all together by building a fully functional AI-powered Travel Agent that can provide smart recommendations in real-time

Syllabus

  •   Introduction
    • What We Are Building - Part 1
    • What We Are Building - Part 2
    • Exercise: Meet Your Classmates and Instructor
    • Course Resources
  •   Setting Up Our AWS Account
    • Sign In to AWS
    • Creating an IAM User
    • Signing In to New IAM User
    • What To Do If Your AWS Gets Hacked
  •   Architecture Design, Model Access and Quotas
    • Architecture Diagram of Our Multi Agentic Workflow
    • LLM Model Access, API Rate Limits, Quotas, and AWS Regions
  •   Creating the Restaurant Agent in AWS Bedrock
    • Introduction to AWS Bedrock Agents
    • Creating the Restaurant Agent
    • Creating our AWS S3 Bucket To Store Our Data
    • Uploading Restaurant Data to AWS S3
    • Creating an Action Group For Our Restaurant Agent
    • Finishing Our Lambda Function for our Restaurant Agent
    • Testing Our Restaurant Agent
  •   Creating the Accommodation Agent in AWS Bedrock
    • Setting Up the Accommodation Agent
    • Uploading Our Hotel and Airbnb Data to AWS S3
    • Creating The Lambda Function Action Group For The Accommodation Agent
    • Finishing Our Accommodation Agent
    • Testing the Accommodation Agent
  •   Multi Agentic Collaboration Using the Supervisor Agent in AWS Bedrock
    • Creating and Testing The Supervisor Agent
    • Explaining Agent Collaborators
    • Multi Agent UI Enhancement, Timing Agents
  •   Deploying Our Multi Agentic Workflow and Cleaning Up Resources
    • Serverless Invocation of the Supervisor Agent using AWS Lambda
    • Setting up AWS API Gateway to Deploy Our Worfklow Through the Internet
    • Testing Our Endpoint Through The Internet with Postman
    • Cleaning Up Resources
  •   Where To Go From Here?
    • Review This Byte!

Taught by

Patrik Szepesi

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