Modernize Apps with Sagemaker Unified Studio & Weaviate for RAG
AI Impact Summary
This document outlines a strategy for modernizing applications by leveraging Amazon Sagemaker Unified Studio, Weaviate, and Bedrock to transform legacy data into a RAG-enabled system. The core value proposition is to overcome challenges with traditional keyword-based analysis of customer feedback, enabling semantic search and context-aware responses through vector embeddings and hybrid search capabilities. This approach addresses issues like lost customer intent, unstructured data complexity, and rigid models, ultimately improving customer service and satisfaction.
Affected Systems
- Date
- Date not specified
- Change type
- capability
- Severity
- info