Unlock enterprise data for generative AI by integrating structured sources with Amazon Bedrock in AWS GovCloud (US)
Public Sector Blog
This AWS Public Sector Blog article discusses how to unlock enterprise data for generative AI by integrating structured data sources with Amazon Bedrock in AWS GovCloud (US). The solution enables organizations to use natural language queries to extract insights from structured databases like Amazon Redshift.
- Develop a multi-agent framework in Amazon Bedrock with three specialized agents:
- SqlScriber agent to convert natural language to SQL queries
- QueryExecutor agent to run SQL queries on databases
- AgentSupervisor agent to orchestrate interactions
- Use Amazon Bedrock Knowledge Bases to store database schema information
- Create AWS Lambda functions to execute queries on Amazon Redshift
- Enable natural language querying of enterprise data without duplicating information
The solution provides public sector organizations a way to generate AI-powered insights directly from structured data while maintaining security and compliance in AWS GovCloud (US).
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