article thumbnail

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.

article thumbnail

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. He is a technology enthusiast and a builder with a core area of interest on generative AI, serverless, and DevOps.

AWS 115
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

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. As of this writing, the hybrid search feature is available for OpenSearch Serverless, with support for other vector stores coming soon.

article thumbnail

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.

article thumbnail

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.

article thumbnail

Technology Trends for 2023

O'Reilly Media - Ideas

But if a company’s IT department were working on its ecommerce site in 2021, they were still working on that site in 2022, they won’t stop working on it in 2023, and they’ll be working on it in 2024. Year-over-year growth for software architecture and design topics What about serverless? That could be a big issue.

Trends 137