Build AI Agents with AWS

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 modelsDesign a system where multiple AI agents collaborate while being supervised by a single agentUse AWS Lambda to make your AI agents run efficiently without worrying about managing serversStore and organize important travel data using Amazon S3, so your AI agents always have access to the right informationMake your AI agents accessible through the web by setting up secure and scalable APIs with AWS API GatewayBring 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!

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Taught by

Patrik Szepesi

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Subjects

Computer Science