Legacy data to RAG : Modernise Your Apps with Amazon Sagemaker Unified Studio

📰 Weaviate Blog

Transform legacy data into RAG format for GenAI capable applications using Amazon Sagemaker Unified Studio

intermediate Published 16 Oct 2025

Action Steps

Assess legacy data stored in lakes and warehouses
Identify relevant data for transformation into RAG format
Use Amazon Sagemaker Unified Studio to transform and fine-tune the data
Integrate the transformed data into GenAI capable applications

Who Needs to Know This

Data scientists and engineers can benefit from this guide to modernize their apps, while product managers can use it to inform their product roadmap and strategy

Key Insight

💡 Legacy data can be transformed into RAG format to enable GenAI capabilities in applications