Build AI Agents on AWS with Bedrock, CrewAI & MCP [Hands-On]

[NEW]  Amazon Bedrock Agents and AI Agents – Complete Course :

• Welcome to the most comprehensive guide on AWS Amazon Bedrock Multi-Agent Framework and CrewAI from a practising AWS Solution Architect and best-selling Udemy Instructor.
• This course will start from absolute basics on what is Agentic AI and core characteristics of AI Agents such as Planning, Memory, Tool Calling and Multi-Agent Communication.
• Then we will deep dive into Amazon Bedrock Agents and Multi-Agent framework.
• Next, we will build Use Case 1 – Hotel Booking Agent : A Hotel Booking Agent using Amazon Bedrock Agents, AWS Lambda and Amazon Bedrock Knowledge Bases (Using the Amzon Nova Model)
• Next, we will build Use Case 2 –  Enterprise Travel Agent (Multi-Agent) : A Enterprise Travel Agent using Amazon Bedrock Multi-Agent Orchestration Framework.
• Use Case 3 – Build Vacation Planner AI App using CrewAI framework and Bedrock
• Use Case 4 – Build an Infra Coding Agent using AWS MCP CloudFormation Server and Amazon Q CLI.
• Included a refresher lectures on GenAI, Bedrock and AWS Lambda which will be used in the course to build 2 use cases.
• I will continue to update this course as the Agentic AI evolves to give you a detailed understanding and learning required in enterprise context, so that you are ready to switch careers.

  Detailed Course Overview

• Section 1 – Course Introduction
• Section 2 – Evolution of AI Agents : Learn fundamentals about AI Agents such as Planning, Tools, Memory, Multi-Agent Framework
• Section 3 – AWS AI Agentic Framework Deep Dive  – Amazon Bedrock Multi-Agent Frameworks : Learn about Amazon Bedrock Agents, Multi-Agent Orchestration Framework
• Section 4 – Use Case 1 – Hotel Booking Agent : Build a Hotel Booking Agent using Amazon Bedrock Agents, AWS Lambda and Amazon Bedrock Knowledge Bases
• Section 5 – Use Case 2 –  Enterprise Travel Agent (Multi-Agent) : Build a Enterprise Travel Agent using Amazon Bedrock Multi-Agent Orchestration Framework.
• Section 6 – Use Case 3 – Vacation PlannerAI app  using CrewAI framework and Bedrock
• Section 7 – Use Case 4 – Build an Infra Coding Agent using AWS MCP CloudFormation Server and Amazon Q CLI
• Section 8 – Refresher – Generative AI, Amazon Bedrock and Knowledge Bases
• Section 9 – Refresher – Basic Python, AWS Lambda and Boto3

Services Used in the Course :

1. Amazon Bedrock Agents
2. CrewAI
3. AWS MCP CloudFormation Server
4. Amazon Q CLI
5. Amazon Bedrock Agents – Multi-Agent Orchestration Framework
6. Amazon Bedrock Knowledge Bases
7. Amazon Nova Foundation Model
8. Claude Sonnet Foundation Model
9. AWS Lambda
10. AWS DynamoDB
11. Open API Schema
12. Streamlit
13. Basics of Generative AI
14. Everything related to AWS Amazon Bedrock
15. S3
16. Prompt design Techniques (Zero Shot, One Shot.)  for Claude, Titan and Stability AI Foundation Models (LLMs)
17. Python