Add Bedrock Agent example #357
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| Properties: | ||
| PackageType: Image | ||
| MemorySize: 256 | ||
| Policies: arn:aws:iam::aws:policy/AmazonS3ReadOnlyAccess |
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Here you can use policy name:
Policies: AmazonS3ReadOnlyAccess| Metadata: | ||
| Dockerfile: Dockerfile | ||
| DockerContext: ./app | ||
| DockerTag: python3.12-v1 |
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You need to configure resource policy to allow Bedrock service to invoke this lambda function. And output the function arn will be useful.
BedrockAgentPermission:
Type: AWS::Lambda::Permission
Properties:
FunctionName: !Ref BedrockAgentFastAPIFunction
Action: lambda:InvokeFunction
Principal: bedrock.amazonaws.com
SourceAccount: !Ref 'AWS::AccountId'
SourceArn: !Sub arn:aws:bedrock:${AWS::Region}:${AWS::AccountId}:agent/*
Outputs:
BedrockAgentFastAPIFunction:
Description: "BedrockAgentFastAPIFunction Lambda Function ARN"
Value: !GetAtt BedrockAgentFastAPIFunction.ArnThere was a problem hiding this comment.
added your reccomend code
| Create a bedrock agent. (see [reference](https://docs.aws.amazon.com/bedrock/latest/userguide/agents-create.html | ||
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| ## Test |
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Before testing, we should show how to get the openapi spec from the FastAPI.
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add "Generate OpenAPI schema" section
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| Test your agent. (see [reference](https://docs.aws.amazon.com/bedrock/latest/userguide/agents-test.html)) | ||
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| ## Run the docker locally |
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This section could be removed and replaced with how to use sam local invoke to test locally the agent function with event payloads in the events directory.
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remove "Run the docker locally" section.
add "Test locally" section.
| Type: AWS::Serverless::Function | ||
| Properties: | ||
| PackageType: Image | ||
| MemorySize: 256 |
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256 is a bit slow. Increase it to 1024.
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| FROM public.ecr.aws/docker/library/python:3.12.0-slim | |||
| COPY --from=public.ecr.aws/awsguru/aws-lambda-adapter:0.8.1 /lambda-adapter /opt/extensions/lambda-adapter | |||
| ENV PORT=8000 | |||
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Add AWS_LWA_READINESS_CHECK_PROTOCOL=tcp to use TCP connect for healthcheck
ENV PORT=8000 AWS_LWA_READINESS_CHECK_PROTOCOL=tcp* Update Dockerfile - add `AWS_LWA_READINESS_CHECK_PROTOCOL` env * Update template.yaml - change `MemorySize` 256 to 1024 - fix Policies define `arn:aws:iam::aws:policy/AmazonS3ReadOnlyAccess` to `AmazonS3ReadOnlyAccess` - add BedrockAgentPermission - add Output * Update README.md - update Dockerfile - add "Generate OpenAPI schema", "Create an agent.", "Test locally" section. - remove "Run the docker locally" section.
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Thanks for the contribution! |
#317
Add Bedrock Agent example