Amazon OpenSearch Service

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Adobe enhances developer productivity using Amazon Bedrock Knowledge Bases

Amazon Bedrock, Amazon Bedrock Knowledge Bases, Amazon OpenSearch Service, Customer Solutions, Generative AI /

Adobe Inc. excels in providing a comprehensive suite of creative tools that empower artists, designers, and developers across various digital disciplines. Their product landscape is the backbone of countless creative projects worldwide, ranging from web design and photo editing to vector graphics and video production. Adobe’s internal developers use a vast array of wiki pages, […]

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Implement semantic video search using open source large vision models on Amazon SageMaker and Amazon OpenSearch Serverless

Amazon Machine Learning, Amazon OpenSearch Service, Amazon SageMaker, Amazon SageMaker AI, Best Practices, Generative AI, Technical How-to, Video analysis /

As companies and individual users deal with constantly growing amounts of video content, the ability to perform low-effort search to retrieve videos or video segments using natural language becomes increasingly valuable. Semantic video search offers a powerful solution to this problem, so users can search for relevant video content based on textual queries or descriptions.

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Using Amazon OpenSearch ML connector APIs

Amazon Comprehend, Amazon OpenSearch Service, Amazon Titan, Intermediate (200), Technical How-to /

When ingesting data into Amazon OpenSearch, customers often need to augment data before putting it into their indexes. For instance, you might be ingesting log files with an IP address and want to get a geographic location for the IP address, or you might be ingesting customer comments and want to identify the language they

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Revolutionizing earth observation with geospatial foundation models on AWS

Advanced (300), Amazon OpenSearch Service, Amazon SageMaker, Amazon SageMaker AI, Foundation models, Geospatial ML with Amazon SageMaker, Technical How-to /

Emerging transformer-based vision models for geospatial data—also called geospatial foundation models (GeoFMs)—offer a new and powerful technology for mapping the earth’s surface at a continental scale, providing stakeholders with the tooling to detect and monitor surface-level ecosystem conditions such as forest degradation, natural disaster impact, crop yield, and many others. GeoFMs represent an emerging research

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Combine keyword and semantic search for text and images using Amazon Bedrock and Amazon OpenSearch Service

Amazon Bedrock, Amazon OpenSearch Service, Amazon Titan, Intermediate (200) /

Customers today expect to find products quickly and efficiently through intuitive search functionality. A seamless search journey not only enhances the overall user experience, but also directly impacts key business metrics such as conversion rates, average order value, and customer loyalty. According to a McKinsey study, 78% of consumers are more likely to make repeat

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Clario enhances the quality of the clinical trial documentation process with Amazon Bedrock

Amazon Bedrock, Amazon OpenSearch Service, Amazon Simple Storage Service (S3), AWS Direct Connect, Best Practices, Customer Solutions /

This post is co-written with Kim Nguyen and Shyam Banuprakash from Clario. Clario is a leading provider of endpoint data solutions to the clinical trials industry, generating high-quality clinical evidence for life sciences companies seeking to bring new therapies to patients. Since Clario’s founding more than 50 years ago, the company’s endpoint data solutions have

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