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WordFinder app: Harnessing generative AI on AWS for aphasia communication

AWS Machine Learning - AI

Overview of the solution The following screenshot shows an example of navigating the WordFinder app, including sign in, image selection, object definition, and related words. The following diagram illustrates the solution architecture on AWS. In this architecture, the frontend of the word finding app is hosted on Amplify.

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Creating asynchronous AI agents with Amazon Bedrock

AWS Machine Learning - AI

This post will discuss agentic AI driven architecture and ways of implementing. Agentic AI architecture Agentic AI architecture is a shift in process automation through autonomous agents towards the capabilities of AI, with the purpose of imitating cognitive abilities and enhancing the actions of traditional autonomous agents.

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Extend large language models powered by Amazon SageMaker AI using Model Context Protocol

AWS Machine Learning - AI

We will deep dive into the MCP architecture later in this post. Using a client-server architecture (as illustrated in the following screenshot), MCP helps developers expose their data through lightweight MCP servers while building AI applications as MCP clients that connect to these servers.

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Create generative AI agents that interact with your companies’ systems in a few clicks using Amazon Bedrock in Amazon SageMaker Unified Studio

AWS Machine Learning - AI

Lets look at an example solution for implementing a customer management agent: An agentic chat can be built with Amazon Bedrock chat applications, and integrated with functions that can be quickly built with other AWS services such as AWS Lambda and Amazon API Gateway. For Function schema , use the OpenAPI definition from the GitHub repo.

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Optimizing AWS Step Functions: Insights from Amsterdam Summit

Xebia

I summarized my key takeaways that can help you improve your serverless architectures. From Lambda-lith to Step Function A common anti-pattern in serverless architecture is creating a “Lambda-lith” – a monolithic Lambda function that handles too many responsibilities.

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Revolutionize trip planning with Amazon Bedrock and Amazon Location Service

AWS Machine Learning - AI

Architecture The following figure shows the architecture of the solution. The user’s request is sent to AWS API Gateway , which triggers a Lambda function to interact with Amazon Bedrock using Anthropic’s Claude Instant V1 FM to process the user’s request and generate a natural language response of the place location.

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The Definitive Guide to Achieve AWS Cloud Certification

Linux Academy

List the different cloud architecture design principles . Basic AWS Cloud architectural principles. If you take it twice because you failed the first time, you’ll pay $200 in total — so it definitely pays off to be prepared and not to have to take the exam multiple times. Lambda – what is lambda / serverless.

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