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Generative AI, it's not just for chatbots: Introducing Region Compare

Lv200

Lv200

8/24/2024 22:00 (UTC)
Session Info

In this session, we’ll explore how Generative AI can augment an event-driven serverless architecture in a way that we may take for granted in the long term.

Generative AI hype will slowly fade but our reliance upon Generative AI and the technologies will grow, just like databases and virtual machines.

Alan Blockley

Alan Blockley

- AWS Community Builders -

- AWS User Community Leaders -

- AWS Ambassadors(APN) -

- AWS Gold Jacket Members(APN) -

Session Category
Computing
Developer tools
Machine learning
AWS Services
Bedrock
API Gateway
Lambda
AWS SAM
Session Materials
    Session Archive
    Session Summary (by Amazon Bedrock)
      The speaker discusses a serverless, open-source, event-driven tool called Region Compare, which identifies AWS service availability across different regions. Initially created to compare services between Sydney and Melbourne, it evolved into a more comprehensive tool that compares multiple regions and generates news articles about service availability. The architecture includes: - CloudFront and S3 for frontend hosting - API Gateway interfacing with Lambda - DynamoDB for storing news and region data - EventBridge for scheduling - SNS for email notifications - SQS for workflow triggering - Amazon Bedrock (Claude V3 model) for news generation - Amazon CodeWhisperer for development assistance The speaker emphasizes the importance of proper prompt engineering when using AI models like Bedrock. They provide tips on structuring prompts and highlight the differences between good and bad prompts. Benefits of using generative AI in this way include: - Improved audience engagement - Consistent messaging across platforms - Increased efficiency in content creation - Helping users improve application resilience - Accelerating global expansion - Enabling cost optimization across regions The speaker concludes by discussing the growing prevalence of generative AI in daily life and business. They predict that prompt engineering will become a crucial skill, similar to spreadsheet proficiency and scripting languages in the past. The presentation ends with an invitation for the audience to try the Region Compare tool at compare.com.

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