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Amazon Web Services

Gen AI Dev - Design Retrieval Mechanisms for FM Augmentation

Amazon Web Services via Coursera

Overview

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As organizations increasingly deploy retrieval-augmented generation (RAG) systems to unlock the value of their knowledge assets, the demand for skilled professionals who can architect, implement, and optimize these solutions continues to grow. This curriculum prepares you to meet that demand by providing hands-on experience with AWS services and production-ready implementation patterns.In this module, you will learn how to do the following:Design and implement effective retrieval mechanisms

Syllabus

  • Introduction
  • Document Segmentation for Foundation Model Context Augmentation
  • Vector Search on AWS
  • Query Handling with AWS Services
  • Vector Search API Design and Implementation
  • Conclusion

Taught by

AWS Instructor

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