AWS Bedrock Workshop (Build a Gen AI Chatbot) - Level 100

This five-star course is suitable for complete beginners in programming, Generative AI, or AWS Bedrock. You must have a free AWS account for this lab, and Visual Studio Code must be installed on your VM or laptop. No pre-requisites are required, as everything, starting from the basic level, will be taught to the participants.

The lesson will begin by explaining the general principles of artificial intelligence and large language models (LLM) and will continue with the presentation of the AWS Bedrock service. You will be introduced to how to create a simple Generative AI chatbot using AWS Bedrock and enhance the application of the model to the chatbot. You will be able to do hands-on labs to work with other tools, such as Python, Langchain, and Streamlit, among others.

At the end of this class, AWS Bedrock Workshop (Build a Gen AI Chatbot) - Level 100, you will be comfortable with Visual Studio Code, the programming language Python, and streamlets for building interactive web applications. This short and tightly-scoped course will equip you with the basic skills that will enable you to research Generative AI independently.

AWS Bedrock Workshop (Build a Gen AI Chatbot) - Level 100 Table of Contents:

1. Introduction - 03:18
2. What is Gen AI - 03:19
3. What is Foundational Model (FM) - 07:27
4. Difference Between LLM and FM - 01:55
5. What is Amazon Bedrock - 03:40
6. AWS Bedrock Console Walkthrough - 08:03
7. AWS Bedrock Pricing - 05:23
8. Pre-requisites Overview - 02:47
9. Setup an AWS Account - 06:44
10. Setting up VS Code and Python - 06:54
11. Understanding Streamlit, Boto3, and Langchain - 07:36
12. Installing Streamlit, Boto3, and Langchain - 07:22
13. Install AWS CLI - 05:32
14. Create an IAM Role - Method 1 - 06:47
15. Configure IAM Profile in AWS CLI - 12:45
16. Create an AWS Identity Center SSO - Method 2 - 15:21
17. Configure AWS CLI Profile to Use SSO - 13:57
18. Understanding Chatbot Architecture - 03:09
19. Writing Chatbot Backend Code - Part 1 - 29:20
20. Writing Chatbot Backend Code - Part 2 - 10:38
21. Writing Chatbot Frontend Code - 08:59
22. See How Chatty is Our Chatbot - 13:51
23. Conclusion - 01:13
24. Instructions and Resources - 01:12

Who is this course for?

1. This specific workshop will benefit DevOps engineers, developers, and AWS cloud engineers who have an interest in Generative AI and AWS Bedrock. It is also ideal for those willing to learn GenAI mostly through practice.

Click on the links below to Download AWS Bedrock Workshop (Build a Gen AI Chatbot) - Level 100!