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Currently the Bedrock Knowledge Base is limited to Anthropic Claude models. If you want to test a similar system to Bedrock Knowledge base that gives you the possibility to use all Bedrock models and also third-party models hosted via SageMaker endpoints and select the document storage (OpenSearch, Aurora or Kendra), you can have a look at https://github.com/aws-samples/aws-genai-llm-chatbot.
This is not a replacement for a managed service like Bedrock Knowledge Base, but can allow you to evaluate this type of solutions which you can possibly build and deploy yourself.
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