Connect Amazon Bedrock agents to cross-account knowledge bases
Machine Learning Blog
This article provides a comprehensive guide to connecting Amazon Bedrock agents to cross-account knowledge bases, specifically addressing the challenge of accessing structured data in Amazon Redshift across multiple AWS accounts.
- Solution enables secure cross-account data access using AWS Lambda as an intermediary
- Requires two AWS accounts: one for the Bedrock agent and another for the knowledge base
- Involves creating IAM roles, policies, and a Lambda function to facilitate cross-account communication
- Uses Amazon Redshift Serverless as the structured data source
- Supports natural language querying of data across different AWS accounts
The solution provides a secure, serverless architecture that allows organizations to maintain data separation while enabling intelligent AI agents to access structured data across multiple AWS accounts.
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