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Hello.
How about the sample code listed in the URL below?
The method introduced in the URL below is using the "Generative AI CDK".
https://awslabs.github.io/generative-ai-cdk-constructs/src/cdk-lib/bedrock/#knowledge-bases
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Thank you @riku, this was very helpful and works nicely!