• Contents:

Examples of GenAI Production Systems in AWS

Ref: https://www.udemy.com/course/ultimate-aws-certified-generative-ai-developer-professional/learn/lecture/54312345 ; https://www.udemy.com/course/ultimate-aws-certified-generative-ai-developer-professional/learn/lecture/54312355 ; and https://docs.aws.amazon.com/solutions/latest/generative-ai-application-builder-on-aws/architecture-overview.html

• ‼️ Productions systems are much more than just Bedrock!!
• Check Generative AI Application Builder on AWS
  • Has a bunch of example architectures of GenAI production systems in AWS
  • Example architecture shown there (don't get scared!)
• You should definitely also check the lectures referenced here since the part-by-part explanation is much easier to convey in a video than in text

AWS Well-Architected GenAI Lens

Ref: https://www.udemy.com/course/ultimate-aws-certified-generative-ai-developer-professional/learn/lecture/53543011

• Docs: https://docs.aws.amazon.com/wellarchitected/latest/generative-ai-lens/generative-ai-lens.html
• AWS Well-Architected Tool includes best practices & guidelines for GenAI systems built in AWS
  • 6 pillars of AWS Well-Architected: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, Sustainability
• GenAI Lifecycle according to AWS (very similar to ML Lifecycle)

Links to External Images

• https://docs.aws.amazon.com/solutions/latest/generative-ai-application-builder-on-aws/architecture-overview.html
• https://docs.aws.amazon.com/wellarchitected/latest/generative-ai-lens/generative-ai-lifecycle.html