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Build a read-through semantic cache with Amazon OpenSearch Serverless and Amazon Bedrock

AWS Machine Learning - AI

Given the increasing need for efficient and cost-effective AI solutions, we present a serverless read-through caching blueprint that uses repeated data patterns. With OpenSearch Serverless, you can establish a vector database suitable for setting up a robust cache system.

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Why Object Storage is Best for Cloud-Native Apps

DevOps.com

A crucial question that plagues cloud application developers is, “What kind of storage should we use for our app?” Unlike other choices like compute runtimes—Lambda/serverless, containers or virtual machines—data storage choice is highly sticky and makes future application improvements and migrations much harder.

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Improve public speaking skills using a generative AI-based virtual assistant with Amazon Bedrock

AWS Machine Learning - AI

Now, with the advent of large language models (LLMs), you can use generative AI -powered virtual assistants to provide real-time analysis of speech, identification of areas for improvement, and suggestions for enhancing speech delivery. A simple web portal created using Streamlit to upload audio and video recordings.

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Use LangChain with PySpark to process documents at massive scale with Amazon SageMaker Studio and Amazon EMR Serverless

AWS Machine Learning - AI

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

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5 Questions to Ask Before Going Serverless

Modus Create

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Was serverless really cloud 2.0 Serverless architecture’s popularity has risen over the past 5 years. You don’t have to manage servers to run apps, storage systems, or databases at any scale.

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Can Dynamic Sites Go Serverless?

Netlify

Why I migrated my dynamic sites to a serverless architecture. Like most web developers these days, I’ve heard of serverless applications and Jamstack for a while. The idea of serverless for a tool that is mostly static content is appealing. Not the usual serverless migration. So, should I migrate at all?

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Cloud Migration Will Disrupt Ops as You Know It

Xebia

A rehosting strategy will have virtually no positive impact on IT operations. Traditional virtual machines are replaced with serverless application frameworks. The new design can use all of the cloud platform’s services for application deployment, managed data storage services, and managed monitoring solutions.

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