AWS Workshop | Level 300 | Laptop required
In this workshop, you will deploy a pre-configured application called GenU
(Generative AI Use cases). Using GenU, you will explore various business use cases of Generative AI, including chatbots, text summarization, content correction, and image generation.
Workshop Agenda:
1:30 PM - Registration and Check-in opens
2:00 PM - Introduction & Setup (20 mins)
- Workshop environment setup
- Overview of AWS GenAI services
- Introduction to Amazon Bedrock
2:20 PM - Module 1: Foundation Models & RAG (50 mins)
- Hands-on with foundation models
- Building RAG applications
- Knowledge base creation
- Vector embeddings
- Practical RAG patterns
- Hands-on exercises with prompt engineering
3:10 PM - Break (15 mins)
3:25 PM - Module 2: Document Intelligence (45 mins)
- Document processing and analysis
- Text extraction and summarization
- Practical implementations featuring:
- General document processing
- Enterprise data integration
4:10 PM - Module 3: Advanced Applications & Best Practices (35 mins)
- Architecture best practices
- Security and compliance considerations
- Cost optimization and production deployment
- Industry use cases across sectors
4:45 PM - Q&A and Wrap-up (15 mins)What You'll Learn:
- Building GenAI applications on AWS
- RAG implementation techniques
- Document processing workflows
- Real-world industry applications
Prerequisites:
- bring your AWS Account (instructions will be provided)
- bring your laptop!
Target Audience:
- Developers
- Solution Architects
- Data Scientists
- Technical Business Leaders
- Anyone interested in practical GenAI implementation
This event is strictly by invitation only and subject to approval due to venue capacity limitations. For questions, please contact aws-hk@amazon.com.
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