{"library":"boto3","install":[{"cmd":"pip install boto3","imports":["import boto3\n\n# Explicit credentials (not recommended for production)\nclient = boto3.client(\n    's3',\n    region_name='us-east-1',\n    aws_access_key_id='KEY',\n    aws_secret_access_key='SECRET'\n)\n\n# Preferred: let credential chain resolve\nclient = boto3.client('s3', region_name='us-east-1')","import boto3\n\nsession = boto3.Session(\n    profile_name='my-profile',\n    region_name='eu-west-1'\n)\nclient = session.client('dynamodb')"]},{"cmd":"pip install boto3[crt]","imports":[]}]}