There is no way that you can setup a DynamoDB locally. In fact, there is no AWS service that you can setup locally.
However, there are some other tools that can help you a little bit to achieve this. One such tool is localstack - https://localstack.cloud/
Amazon DynamoDB is a pioneering NoSQL, fully managed, serverless database with limitless scalability and single-digit millisecond latency performance enabling customers to develop modern, microservice
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