[{"data":1,"prerenderedAt":81},["ShallowReactive",2],{"pattern-s3-sqs-lambda-bedrock-s3-cdk-python":3},{"id":4,"title":5,"architectureURL":6,"cleanup":7,"contributors":10,"deploy":12,"description":15,"extension":16,"framework":17,"gitHub":18,"highlight":6,"introBox":24,"language":31,"level":32,"meta":33,"patternArch":34,"resources":62,"s3URL":6,"services":6,"stem":76,"testing":77,"videoId":6,"__hash__":80},"patterns\u002Fpatterns\u002Fs3-sqs-lambda-bedrock-s3-cdk-python.json","GenAI conversation summarization using Amazon S3, Amazon SQS, AWS Lambda, and Amazon Bedrock",null,{"text":8},[9],"Delete the stack: \u003Ccode>cdk destroy\u003C\u002Fcode>.",[11],"content\u002Fcontributors\u002Fdinesh-balaaji-prabakaran.json",{"text":13},[14],"cdk deploy","Summarize a conversation transcription using Amazon S3 events, Amazon SQS, AWS Lambda and Amazon Bedrock. Ideal for conversation summaries.","json","AWS CDK",{"template":19},{"repoURL":20,"templateURL":21,"projectFolder":22,"templateFile":23},"https:\u002F\u002Fgithub.com\u002Faws-samples\u002Fserverless-patterns\u002Ftree\u002Fmain\u002Fs3-sqs-lambda-bedrock-s3-cdk-python","serverless-patterns\u002Fs3-sqs-lambda-bedrock-s3-cdk-python","s3-sqs-lambda-bedrock-s3-cdk-python","s3_sqs_lambda_bedrock_s3_cdk_python\u002Fs3_sqs_lambda_bedrock_s3_cdk_python_stack.py",{"headline":25,"text":26},"How it works",[27,28,29,30],"This pattern creates an Amazon S3 bucket that sends 'OBJECT_CREATED' events to an SQS queue.","An AWS Lambda function receives the messages from the queue and invokes Amazon Bedrock to extract a summary and sentiment from the file.","The result is stored in a different S3 bucket for consumption.","This setup is particularly useful for obtaining a summary of conversations between customers and support associates.","Python","200",{},{"icon1":35,"icon2":40,"icon3":44,"icon4":47,"icon5":51,"line1":53,"line2":56,"line3":58,"line4":60},{"x":36,"y":37,"service":38,"label":39},8,50,"s3","Amazon S3",{"x":41,"y":37,"service":42,"label":43},30,"sqs","Amazon SQS",{"x":37,"y":37,"service":45,"label":46},"lambda","AWS Lambda",{"x":48,"y":37,"service":49,"label":50},70,"bedrock","Amazon Bedrock",{"x":52,"y":37,"service":38,"label":39},90,{"from":54,"to":55},"icon1","icon2",{"from":55,"to":57},"icon3",{"from":57,"to":59},"icon4",{"from":59,"to":61},"icon5",{"bullets":63},[64,67,70,73],{"text":65,"link":66},"Getting started with the AWS CDK","https:\u002F\u002Fdocs.aws.amazon.com\u002Fcdk\u002Fv2\u002Fguide\u002Fgetting_started.html",{"text":68,"link":69},"Using an amazon S3 trigger to invoke a Lambda function","https:\u002F\u002Fdocs.aws.amazon.com\u002Flambda\u002Flatest\u002Fdg\u002Fwith-s3-example.html",{"text":71,"link":72},"Amazon Bedrock: Text summarization","https:\u002F\u002Fdocs.aws.amazon.com\u002Fbedrock\u002Flatest\u002Fuserguide\u002Fmodel-evaluation-tasks-text-summary.html",{"text":74,"link":75},"Create summaries of recordings using generative AI with Amazon Bedrock and Amazon Transcribe","https:\u002F\u002Faws.amazon.com\u002Fblogs\u002Fmachine-learning\u002Fcreate-summaries-of-recordings-using-generative-ai-with-amazon-bedrock-and-amazon-transcribe\u002F","patterns\u002Fs3-sqs-lambda-bedrock-s3-cdk-python",{"text":78},[79],"See the GitHub repo for detailed testing instructions.","J409D_UJUfYRCdMIlibxM6LYxGlu0tyUU-r-4tKqVZE",1778846887604]