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Automate the process to change image backgrounds using Amazon Bedrock and AWS Step Functions

AWS Machine Learning - AI

Many customers, including those in creative advertising, media and entertainment, ecommerce, and fashion, often need to change the background in a large number of images. The workflow consists of the following steps: A user uploads multiple images into an Amazon Simple Storage Service (Amazon S3) bucket via a Streamlit web application.

AWS 115
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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

The rise of contextual and semantic search has made ecommerce and retail businesses search straightforward for its consumers. 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.

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Improve Your Business: Discover Interesting Software Trends for Upcoming Years

MagmaLabs

Read this and learn the trends in Software Development for eCommerce to stay competitive in 2023 —and the upcoming years. Take Note of The Trends To Speed up With Modern eCommerce Digital transformation is the integration of digital technologies in an organization in order to drive greater productivity, efficiency, and sustainability.

Trends 52
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Improve Your Business: Discover Interesting Software Trends for Upcoming Years

MagmaLabs

Read this and learn the trends in Software Development for eCommerce to stay competitive in 2023 —and the upcoming years. Take Note of The Trends To Speed up With Modern eCommerce Digital transformation is the integration of digital technologies in an organization in order to drive greater productivity, efficiency, and sustainability.

Trends 52
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Knowledge Bases for Amazon Bedrock now supports hybrid search

AWS Machine Learning - AI

For example, if you have want to build a chatbot for an ecommerce website to handle customer queries such as the return policy or details of the product, using hybrid search will be most suitable. She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI.

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Generating fashion product descriptions by fine-tuning a vision-language model with SageMaker and Amazon Bedrock

AWS Machine Learning - AI

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. With the advancement of Generative AI , we can use vision-language models (VLMs) to predict product attributes directly from images.

Fashion 68
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Automating product description generation with Amazon Bedrock

AWS Machine Learning - AI

In today’s ever-evolving world of ecommerce, the influence of a compelling product description cannot be overstated. This is where Amazon Bedrock with its generative AI capabilities steps in to reshape the game. One of the most promising applications of generative AI in ecommerce is using it to craft product descriptions.