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Improve conversational AI response times for enterprise applications with the Amazon Bedrock streaming API and AWS AppSync

AWS Machine Learning - AI

An AWS Lambda function does the heavy lifting of interacting with the Amazon Bedrock streaming API. A reference implementation of the Lambda function and AWS AppSync API is provided in the sample code in this post. After the user enters a query, it invokes a GraphQL query ( getLLMResponse ) and triggers the Data Source Lambda function.

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Implementing Event-Driven Systems With AWS Lambda and DynamoDB Streams

Dzone - DevOps

As cloud-native architectures become the norm, developers are increasingly turning to event-driven design for building scalable and loosely coupled applications. One powerful pattern in this space leverages AWS Lambda in combination with DynamoDB Streams.

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Create a generative AI–powered custom Google Chat application using Amazon Bedrock

AWS Machine Learning - AI

Before processing the request, a Lambda authorizer function associated with the API Gateway authenticates the incoming message. After it’s authenticated, the request is forwarded to another Lambda function that contains our core application logic. This request contains the user’s message and relevant metadata.

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AWS Lambda Container Image Support Tutorial

Stackery

# [Stackery]([link] Machine Learning Image Recognition Example This is an example machine learning image recognition stack using AWS Lambda Container Images. Lambda container images can include more source assets than traditional ZIP packages (10 GB vs 250 MB image sizes), allowing for larger ML models to be used. Close the palette. ![Adding

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Deliver Effective Online Education and Events Your Members Will Love

This guide identifies the biggest challenges for associations moving their training online and provides practical solutions so that you can hit the ground running. Download now to keep your members engaged and growing even in times of COVID-19.

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AWS Lambda Meets Container Images

Stackery

## **AWS Lambda Meets Container Images** Serverless architectures are all about offloading as much operational overhead to the cloud as possible. Security scanning tools built for Container Images don't work for AWS Lambda zip packages, as one simple example. This is what is possible today with Container Images for Lambda Functions!

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Getting started with Amazon Bedrock Agents custom orchestrator

AWS Machine Learning - AI

Custom orchestrator overview Implemented by users as an AWS Lambda function, the Amazon Bedrock Agents custom orchestrator offers granular control over task planning, completion, and verification. After the workflow reaches completion, the orchestrator signals it using the FINISH action event.

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