How Amazon Shopping uses Amazon Rekognition Content Moderation to review harmful images in product reviews

Favorite Customers are increasingly turning to product reviews to make informed decisions in their shopping journey, whether they’re purchasing everyday items like a kitchen towel or making major purchases like buying a car. These reviews have transformed into an essential source of information, enabling shoppers to access the opinions and

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Shared by AWS Machine Learning August 16, 2023

How Thomson Reuters developed Open Arena, an enterprise-grade large language model playground, in under 6 weeks

Favorite This post is cowritten by Shirsha Ray Chaudhuri, Harpreet Singh Baath, Rashmi B Pawar, and Palvika Bansal from Thomson Reuters. Thomson Reuters (TR), a global content and technology-driven company, has been using artificial intelligence (AI) and machine learning (ML) in its professional information products for decades. Thomson Reuters Labs,

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Shared by AWS Machine Learning August 16, 2023

Intelligent video and audio Q&A with multilingual support using LLMs on Amazon SageMaker

Favorite Digital assets are vital visual representations of products, services, culture, and brand identity for businesses in an increasingly digital world. Digital assets, together with recorded user behavior, can facilitate customer engagement by offering interactive and personalized experiences, allowing companies to connect with their target audience on a deeper level.

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Shared by AWS Machine Learning August 15, 2023

Build production-ready generative AI applications for enterprise search using Haystack pipelines and Amazon SageMaker JumpStart with LLMs

Favorite This blog post is co-written with Tuana Çelik from deepset.  Enterprise search is a critical component of organizational efficiency through document digitization and knowledge management. Enterprise search covers storing documents such as digital files, indexing the documents for search, and providing relevant results based on user queries. With the

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Shared by AWS Machine Learning August 14, 2023

Zero-shot and few-shot prompting for the BloomZ 176B foundation model with the simplified Amazon SageMaker JumpStart SDK

Favorite Amazon SageMaker JumpStart is a machine learning (ML) hub offering algorithms, models, and ML solutions. With SageMaker JumpStart, ML practitioners can choose from a growing list of best performing and publicly available foundation models (FMs) such as BLOOM, Llama 2, Falcon-40B, Stable Diffusion, OpenLLaMA, Flan-T5/UL2, or FMs from Cohere

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Shared by AWS Machine Learning August 14, 2023

Zero-shot text classification with Amazon SageMaker JumpStart

Favorite Natural language processing (NLP) is the field in machine learning (ML) concerned with giving computers the ability to understand text and spoken words in the same way as human beings can. Recently, state-of-the-art architectures like the transformer architecture are used to achieve near-human performance on NLP downstream tasks like

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Shared by AWS Machine Learning August 11, 2023

Amazon Translate enhances its custom terminology to improve translation accuracy and fluency

Favorite Amazon Translate is a neural machine translation service that delivers fast, high-quality, affordable, and customizable language translation. When you translate from one language to another, you want your machine translation to be accurate, fluent, and most importantly contextual. Domain-specific and language-specific customizable terminology is a key requirement for many

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Shared by AWS Machine Learning August 11, 2023