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Leveraging Serverless and Generative AI for Image Captioning on GCP

Xebia

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. TL;DR We’ve built an automated, serverless system on Google Cloud Platform where: Users upload images to a Google Cloud Storage Bucket.

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Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

Semantic routing offers several advantages, such as efficiency gained through fast similarity search in vector databases, and scalability to accommodate a large number of task categories and downstream LLMs. This architecture workflow includes the following steps: A user submits a question through a web or mobile application.

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Netlify adds four database & backend partners to its enterprise tech showcase

Netlify

The Jamstack ecosystem is brimming with serverless data layer options. Pre-compile as much of the frontend as possible for performance and scalability. Allow the browser to access or process data at runtime using APIs — this could be client-side calls, serverless functions, your own backend, or a third-party service.

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Digital Transformation and the Evolving Role of CIOs

CIO

When SaaS apps and mobile started taking off, the CIO was not as involved in app modernization. They were sitting back and letting the chief digital officer or business units drive because apps and mobile were not the core business. It is all about using scale-out computing to run billions of instances on cloud and mobile apps.

Games 204
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Serverless Summer School Cliff’s Notes — AWS Serverless Products, Explained

Stackery

That’s right, while you were avoiding the back-to-school rush at Office Depot, cutting the crusts off PB&Js, and taking the layers out of mothballs (confession: I have never seen let alone used a single mothball), Serverless Summer School began winding down and is now over for the season. SSS: Serverless Confidence, AWS Proficiency.

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Build a serverless voice-based contextual chatbot for people with disabilities using Amazon Bedrock

AWS Machine Learning - AI

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

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Build scalable Low-Code backends with Booster

The Agile Monkey

Are you a backend developer looking to significantly boost your productivity , or an iOS (or mobile) developer wanting to become a full-stack developer in no time? However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. Build scalable Low-Code backends with Booster