In this post, the AWS and Cisco teams unveil a new methodical approach that addresses the challenges of enterprise-grade SQL generation. The teams were able to reduce the complexity of the NL2SQL process while delivering higher accuracy and better overall performance.

AWS Machine Learning

25.04.2025

Combine keyword and semantic search for text and images using Amazon Bedrock and Amazon OpenSearch Service | AWS Machine Learning Blog

In this post, we walk you through how to build a hybrid search solution using OpenSearch Service powered by multimodal embeddings from the Amazon Titan Multimodal Embeddings G1 model through Amazon Bedrock. This solution demonstrates how you can enable users to submit both text and images as queries to retrieve relevant results from a sample retail image dataset.

AWS Machine Learning

25.04.2025

AWS Field Experience reduced cost and delivered low latency and high performance with Amazon Nova Lite foundation model | AWS Machine Learning Blog

The AFX team’s product migration to the Nova Lite model has delivered tangible enterprise value by enhancing sales workflows. By migrating to the Amazon Nova Lite model, the team has not only achieved significant cost savings and reduced latency, but has also empowered sellers with a leading intelligent and reliable solution.

AWS Machine Learning

25.04.2025

Amazon SageMaker Lakehouse now supports attribute-based access control | AWS Big Data Blog

Amazon SageMaker Lakehouse now supports attribute-based access control (ABAC) with AWS Lake Formation, using AWS Identity and Access Management (IAM) principals and session tags to simplify data access, grant creation, and maintenance. In this post, we demonstrate how to get started with SageMaker Lakehouse with ABAC.

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Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale | AWS Machine Learning Blog

Combine keyword and semantic search for text and images using Amazon Bedrock and Amazon OpenSearch Service | AWS Machine Learning Blog

AWS Field Experience reduced cost and delivered low latency and high performance with Amazon Nova Lite foundation model | AWS Machine Learning Blog

Amazon SageMaker Lakehouse now supports attribute-based access control | AWS Big Data Blog

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