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AWS-Samples-GenAI-FSI
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This POC demonstrates using Amazon Bedrock and Generative AI to create an intelligent sales data analyst that uses natural language questions to query Snowflake. Features include:

  • Natural language to SQL conversion using Amazon Bedrock
  • Complete Northwind database with realistic sales data
  • Snowflake integration with automatic database setup
  • FAISS vector store for intelligent context retrieval
  • LangGraph workflow orchestration
  • Streamlit frontend for easy interaction
  • Zero configuration setup with automatic data loading

The POC includes automatic Snowflake database setup, schema creation, data loading, and provides a complete end-to-end solution for sales data analysis using AI.

@ryanadoty ryanadoty merged commit 785a586 into aws-samples:main Sep 16, 2025
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2 participants