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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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Innovative data integration in 2024: Pioneering the future of data integration

CIO

This helps reduce the points of failure due to human intervention. This is crucial for extracting insights from text-based data sources like social media feeds, customer reviews, and emails. Serverless data integration The rise of serverless computing has also transformed the data integration landscape. billion by 2025.

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Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless

AWS Machine Learning - AI

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. We use Amazon OpenSearch Serverless as a vector database for storing embeddings generated by the Amazon Titan Multimodal Embeddings model.

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Serverless Cloud – Why you should consider going serverless?

Trigent

serverless. This paved the way for application containers where instead of creating separate instances of the OS for each application, they just made secure spaces for them to run while broadly sharing the OS resources. Enter serverless computing. If things failed, it was NOT due to provisioning and capacity.

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4 remedies to avoid cloud app migration headaches

CIO

Once enterprises commit to running business-critical applications in the cloud, they rarely move to another provider. But if you do your planning exercise properly, you shouldn’t have to move your applications around,” he says. But doing this requires planning ahead early on, before moving an application to the cloud the first time.

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DeltaStream secures cash to build real-time streaming databases

TechCrunch

DeltaStream provides a serverless streaming database to manage, secure and process data streams. “Serverless” refers to the way DeltaStream abstracts away infrastructure, allowing developers to interact with databases without having to think about servers. . ” Time will tell.

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Choice Hotels’ all-in cloud journey to sustainable business value

CIO

based IT team can focus on building business value using a plethora of AWS services, including Amazon Aurora, Amazon SageMaker, Amazon Elastic Kubernetes, as well as other SaaS tools such as Automation Anywhere and IDeaS for the cloud-based revenue management system Choice built called Choice Max, also on AWS.

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