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Customers need better accuracy to take generative AI applications into production. In a world where decisions are increasingly data-driven, the integrity and reliability of information are paramount. To address this, customers often begin by enhancing generative AI accuracy through vector-based retrieval systems and the Retrieval Augmented Generation (RAG) architectural pattern, which integrates dense embeddings to …

Improving Retrieval Augmented Generation accuracy with GraphRAG Read More »

Here are Google’s latest AI updates from December including Gemini 2.0, GenCast, and Willow.

Cloud technology plays an important role in how organizations around the world are modernizing and innovating. Equally important is the vision that business and technology leaders bring to the process. Shaped by culture, traditions, and values, it’s our lived experience that often forms the foundation for innovation. Technology helps bring the vision to life. In …

Achieving AI-powered success: Learnings from Cloud Cultures Season 3  Read More »

Generative AI offers many benefits for both you, as a software provider, and your end-users. AI assistants can help users generate insights, get help, and find information that may be hard to surface using traditional means. In addition, they can help your employees reduce repetitive tasks and focus on high-value work. However, adding generative AI …

Add a generative AI experience to your website or web application with Amazon Q embedded Read More »

Large language models (LLMs) have demonstrated remarkable capabilities in a wide range of linguistic tasks. However, the performance of these models is heavily influenced by the data used during the training process. In this blog post, we provide an introduction to preparing your own dataset for LLM training. Whether your goal is to fine-tune a pre-trained …

An introduction to preparing your own dataset for LLM training Read More »

As generative AI capabilities evolve, successful business adoptions hinge on the development of robust problem-solving capabilities. At the forefront of this transformation are agentic systems, which harness the power of foundation models (FMs) to tackle complex, real-world challenges. By seamlessly integrating multiple agents, these innovative solutions enable autonomous collaboration, decision-making, and efficient problem-solving in diverse …

Design multi-agent orchestration with reasoning using Amazon Bedrock and open source frameworks Read More »

Open Health Stack, a set of open-source tools from Google, allows developers to create digital health solutions for low-resource settings around the world.

Introduction  The year 2024 was all about accelerating advancements in AI technologies with improved and much more powerful language models, agent eco-systems and accompanying tools to build them, and of course advancements in the silicon layer. As companies adopt these new technologies, they are also focused on the ROI (Return on investment) and you as …

Microsoft Cost Management—2024 year in review  Read More »

This post is co-written with Marta Cavalleri and Giovanni Germani from Fastweb, and Claudia Sacco and Andrea Policarpi from BIP xTech. AI’s transformative impact extends throughout the modern business landscape, with telecommunications emerging as a key area of innovation. Fastweb, one of Italy’s leading telecommunications operators, recognized the immense potential of AI technologies early on …

How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model Read More »

Many enterprise customers across various industries are looking to adopt Generative AI to drive innovation, user productivity, and enhance customer experience. Generative AI–powered assistants such as Amazon Q Business can be configured to answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. Amazon Q Business …

Using natural language in Amazon Q Business: From searching and creating ServiceNow incidents and knowledge articles to generating insights Read More »