This lab is currently in Beta — content may be updated as we refine the material
LABINTERMEDIATE

Bedrock + Lambda Serverless AI

Build a serverless AI endpoint using AWS Lambda and Bedrock, exposed through API Gateway for production use.

60 minutes
ai-infrastructure/aws-ai
Bedrock + Lambda Serverless AI - Platform Engineering Hands-On Lab Icon

Lab Overview

This hands-on lab teaches you to build serverless AI endpoints using AWS Lambda integrated with Bedrock.

You'll learn to:

  • Create Lambda functions that invoke Bedrock models
  • Handle streaming responses in serverless environments
  • Deploy API Gateway for HTTP access to your AI endpoint
  • Implement proper error handling and timeouts
  • Test and validate the complete serverless AI pipeline

This lab demonstrates the serverless pattern for AI applications, ideal for variable workloads and cost optimization.

What You'll Learn

Create Lambda functions with IAM roles for Bedrock access

Implement Bedrock model invocation in serverless environments

Deploy API Gateway for HTTP access to AI endpoints

Test and validate the complete serverless AI pipeline

Prerequisites

aws-bedrock-architecture

bedrock-integration

aws-lambda-basics

Technologies Covered

awsbedrocklambdaapi-gatewayserverlesspython

Part of a Course

This lab is part of the LLM Integration and API Patterns course

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  • Managed AWS Account included
  • Pre-configured environments
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