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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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Knowledge Bases for Amazon Bedrock now supports hybrid search

AWS Machine Learning - AI

For RAG-based applications, the accuracy of the generated response from large language models (LLMs) is dependent on the context provided to the model. She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI.

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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. This can take a lot of effort, especially for large batches of images. Typically, this involves manually editing each image with photo software.

AWS 110
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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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Advanced RAG patterns on Amazon SageMaker

AWS Machine Learning - AI

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications.

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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. We use a version of BLIP-2, that contains Flan-T5-XL as the LLM.

Fashion 101