Learning Amazon Bedrock

Get a thorough introduction to Amazon Bedrock, a Generative AI/LLM product addition to the AWS ecosystem.

Introduction

• Learning Amazon Bedrock overview
• What you should know
• AWS setup
• Set up AWS credentials

1. Amazon Bedrock Introduction

• What is generative AI?
• What is Amazon Bedrock?
• Models in Amazon Bedrock
• Using Playgrounds for Amazon Bedrock
• Challenge: Image generation
• Solution: Image generation

2. Amazon Bedrock API Integration

• Amazon Bedrock API documentation
• Python Boto3 Amazon Bedrock support
• Invoking Amazon Bedrock APIs
• Introduction to LangChain
• Simple LangChain workflow
• Challenge: Language transalation
• Solution: Language translation

3. Building a GenAI Application

• What is RAG architecture?
• Amazon Bedrock use case
• RAG application approach
• Coding the solution
• Running the solution
• Adding Streamlit integration
• Running the completed application

Conclusion

• Cleanup for Amazon Bedrock
• Amazon Bedrock application enhancements
• Continuing your Amazon Bedrock journey