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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. However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Invokes the Amazon Bedrock InvokeModel API action.

AWS 110
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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

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG). pdf" } }, "score": 0.6389407 }, { "content": { "text": ".amortization

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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 101
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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.

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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. For more information on Mixtral-8x7B Instruct on AWS, refer to Mixtral-8x7B is now available in Amazon SageMaker JumpStart.