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Amazon Aurora PostgreSQL-Compatible Edition is a fully managed, PostgreSQL-compatible, ACID-aligned relational database engine that combines the speed, reliability, and manageability of Amazon Aurora with the simplicity and cost-effectiveness of open source databases. Aurora PostgreSQL-Compatible is a drop-in replacement for PostgreSQL and makes it simple and cost-effective to set up, operate, and scale your new and …

Discover insights from your Amazon Aurora PostgreSQL database using the Amazon Q Business connector Read More »

This post was co-written with Varun Kumar from Tealium Retrieval Augmented Generation (RAG) pipelines are popular for generating domain-specific outputs based on external data that’s fed in as part of the context. However, there are challenges with evaluating and improving such systems. Two open-source libraries, Ragas (a library for RAG evaluation) and Auto-Instruct, used Amazon …

How Tealium built a chatbot evaluation platform with Ragas and Auto-Instruct using AWS generative AI services Read More »

The Google AI: Release Notes podcast dedicated its most recent episode to the release of Gemini 2.0. Host Logan Kilpatrick chatted with Tulsee Doshi, the head of product…

EBSCOlearning offers corporate learning and educational and career development products and services for businesses, educational institutions, and workforce development organizations. As a division of EBSCO Information Services, EBSCOlearning is committed to enhancing professional development and educational skills. In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the …

EBSCOlearning scales assessment generation for their online learning content with generative AI Read More »

Our sixth-generation Tensor Processing Unit (TPU), called Trillium, is now generally available for Google Cloud customers. The rise of generative AI has created a need f…

Today, we are excited to announce that Pixtral 12B (pixtral-12b-2409), a state-of-the-art vision language model (VLM) from Mistral AI that excels in both text-only and multimodal tasks, is available for customers through Amazon SageMaker JumpStart. You can try this model with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models …

Pixtral 12B is now available on Amazon SageMaker JumpStart Read More »

In this series, we share two approaches to gain insights on multimodal data like text, images, and charts. In Part 1, we presented an “embed first, infer later” solution that uses the Amazon Titan Multimodal Embeddings foundation model (FM) to convert individual slides from a slide deck into embeddings. We stored the embeddings in a …

Talk to your slide deck using multimodal foundation models on Amazon Bedrock – Part 3 Read More »

Amazon Q Business is a generative AI-powered assistant that enhances employee productivity by solving problems, generating content, and providing insights across enterprise data sources. Beyond searching indexed third-party services, employees need access to dynamic, near real-time data such as stock prices, vacation balances, and location tracking, which is made possible through Amazon Q Business plugins. …

Automate actions across enterprise applications using Amazon Q Business plugins Read More »

Get a behind-the-scenes look at Google’s Quantum AI lab in Santa Barbara, CA.

With access to a wide range of generative AI foundation models (FM) and the ability to build and train their own machine learning (ML) models in Amazon SageMaker, users want a seamless and secure way to experiment with and select the models that deliver the most value for their business. In the initial stages of an ML …

Accelerating ML experimentation with enhanced security: AWS PrivateLink support for Amazon SageMaker with MLflow Read More »