Favorite 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
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Shared by AWS Machine Learning December 12, 2024
Favorite 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,
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Shared by AWS Machine Learning December 12, 2024
Favorite Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. In addition to planning considerations when building an AI application from the ground up, it focused on our Account Summaries use case, which allows
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Shared by AWS Machine Learning December 12, 2024
Favorite We commissioned artists Farah Al Qasimi, Charlie Engman and Max Pinckers to envision possible futures with AI for a new exhibition. View Original Source (blog.google/technology/ai/) Here.
Favorite 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… View Original Source (blog.google/technology/ai/) Here.
Favorite 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… View Original Source (blog.google/technology/ai/) Here.
Favorite As 2024 draws to a close, it’s time to reflect on a transformative year for the ClearlyDefined project. From technical advancements to community growth, this year has been nothing short of extraordinary. Here’s a recap of our key milestones and how we’ve continued to bring clarity to the Open
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Shared by voicesofopensource December 11, 2024
Favorite 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
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Shared by AWS Machine Learning December 11, 2024
Favorite 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.
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Shared by AWS Machine Learning December 11, 2024
Favorite 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
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Shared by AWS Machine Learning December 11, 2024
Shared by AWS Machine Learning December 12, 2024
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