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How to create aws code pipelines using aws sdk boto3?

I want to create a CI/CD pipeline using python with github as source stage and aws s3 bucket as deploy stage. I am not able to understand how to use the functions given at https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/codepipeline.html and it does not have sample code too. I also came across AWS CDK. which do I use and where can I find sample code to get started?

Here you can find a lot of examples for AWS boto3 python, one of them show how to create aws codepipline with github as source control: this

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