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Create alb-ecs-bedrock-agents-cdk-dotnet.json
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marcojahn authored Dec 30, 2024
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{
"title": "AI-Powered ChatBot with Bedrock Agent, OpenSearch, and ECS",
"description": "Create a serverless AI ChatBot using Bedrock agent, OpenSearch, Lambda, and ECS with ALB in AWS.",
"language": ".NET",
"level": "200",
"framework": "CDK",
"introBox": {
"headline": "How it works",
"text": [
"This pattern demonstrates how to create an AI-powered ChatBot using Amazon Bedrock for the AI agent, Amazon OpenSearch Serverless for vector search, AWS Lambda for processing, Amazon ECS with Fargate for hosting, and Application Load Balancer for routing. The pattern includes a Bedrock agent with Knowledge Base and Action Groups, and is implemented using AWS CDK with .NET."
]
},
"gitHub": {
"template": {
"repoURL": "https://github.com/aws-samples/serverless-patterns/tree/main/alb-ecs-bedrock-agents-cdk-dotnet",
"templateURL": "serverless-patterns/alb-ecs-bedrock-agents-cdk-dotnet",
"projectFolder": "alb-ecs-bedrock-agents-cdk-dotnet",
"templateFile": "/src/AlbEcsBedrockAgentsCdkDotnet/AlbEcsBedrockAgentsCdkDotnetStack.cs"
}
},
"resources": {
"bullets": [
{
"text": "Amazon Bedrock",
"link": "https://aws.amazon.com/bedrock/"
},
{
"text": "Amazon Bedrock Agents",
"link": "https://aws.amazon.com/bedrock/agents/"
},
{
"text": "Amazon OpenSearch Serverless",
"link": "https://docs.aws.amazon.com/opensearch-service/latest/developerguide/serverless.html"
},
{
"text": "AWS Lambda",
"link": "https://docs.aws.amazon.com/lambda/latest/dg/welcome.html"
},
{
"text": "Amazon ECS with Fargate",
"link": "https://docs.aws.amazon.com/AmazonECS/latest/developerguide/AWS_Fargate.html"
},
{
"text": "Application Load Balancer",
"link": "https://docs.aws.amazon.com/elasticloadbalancing/latest/application/introduction.html"
},
{
"text": "AWS CDK",
"link": "https://docs.aws.amazon.com/cdk/latest/guide/home.html"
}
]
},
"deploy": {
"text": [
"cdk deploy"
]
},
"testing": {
"text": [
"See the GitHub repo for detailed testing instructions, including how to interact with the Bedrock agent, search for flights using the ALB endpoint, and verify processing in OpenSearch and Lambda functions."
]
},
"cleanup": {
"text": [
"Delete the stack: <code>cdk destroy</code>."
]
},
"authors": [
{
"name": "Tejas Vora",
"image": "./TejasVora.jpg",
"bio": "Tejas Vora is a Senior Solutions Architect with Amazon Web Services.",
"linkedin": "tejas-vora-b4758a47"
}
],
"patternArch": {
"icon1": {
"x": 20,
"y": 50,
"service": "alb",
"label": "Application Load Balancer"
},
"icon2": {
"x": 50,
"y": 50,
"service": "fargate",
"label": "AWS Fargate"
},
"icon3": {
"x": 80,
"y": 50,
"service": "bedrock",
"label": "Amazon Bedrock"
},
"line1": {
"from": "icon1",
"to": "icon2",
"label": ""
},
"line2": {
"from": "icon2",
"to": "icon3",
"label": ""
}
}
}

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