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Intricate workflows that require dynamic and complex API orchestration can often be complex to manage. In industries like insurance, where unpredictable scenarios are the norm, traditional automation falls short, leading to inefficiencies and missed opportunities. With the power of intelligent agents, you can simplify these challenges. In this post, we explore how chaining domain-specific agents …

Streamline workflow orchestration of a system of enterprise APIs using chaining with Amazon Bedrock Agents Read More »

Amazon SageMaker is a fully managed machine learning (ML) service. With SageMaker, data scientists and developers can quickly and confidently build, train, and deploy ML models into a production-ready hosted environment. SageMaker provides a broad selection of ML infrastructure and model deployment options to help meet your ML inference needs. It also helps scale your …

Build ultra-low latency multimodal generative AI applications using sticky session routing in Amazon Read More »

Organizations generate vast amounts of data that is proprietary to them, and it’s critical to get insights out of the data for better business outcomes. Generative AI and foundation models (FMs) play an important role in creating applications using an organization’s data that improve customer experiences and employee productivity. The FMs are typically pretrained on …

Build a RAG-based QnA application using Llama3 models from SageMaker JumpStart Read More »

Llama 3, Meta’s latest large language model (LLM), has taken the artificial intelligence (AI) world by storm with its impressive capabilities. As developers and businesses explore the potential of this powerful model, crafting effective prompts is key to unlocking its full potential. In this post, we dive into the best practices and techniques for prompting …

Best prompting practices for using Meta Llama 3 with Amazon SageMaker JumpStart Read More »

In this post, we discuss how generative artificial intelligence (AI) can help health insurance plan members get the information they need. Many health insurance plan beneficiaries find it challenging to navigate through the complex member portals provided by their insurance plans. These portals often require multiple clicks, filters, and searches to find specific information about …

How healthcare payers and plans can empower members with generative AI Read More »

As generative AI moves from proofs of concept (POCs) to production, we’re seeing a massive shift in how businesses and consumers interact with data, information—and each other. In what we consider “Act 1” of the generative AI story, we saw previously unimaginable amounts of data and compute create models that showcase the power of generative …

Enabling production-grade generative AI: New capabilities lower costs, streamline production, and boost security Read More »

Thomson Reuters, a global content and technology-driven company, has been using artificial intelligence and machine learning (AI/ML) in its professional information products for decades. The introduction of generative AI provides another opportunity for Thomson Reuters to work with customers and advance how they do their work, helping professionals draw insights and automate workflows, enabling them …

Scaling Thomson Reuters’ language model research with Amazon SageMaker HyperPod Read More »

New support from Google.org and Grow with Google aim to equip U.S. small businesses with AI tools, training and resources to grow.

Introducing DataGemma, the first open models designed to connect LLMs with extensive real-world data drawn from Google’s Data Commons.

We are thrilled to introduce Amazon Elastic Kubernetes Service (Amazon EKS) support in Amazon SageMaker HyperPod, a purpose-built infrastructure engineered with resilience at its core. This capability allows for the seamless addition of SageMaker HyperPod managed compute to EKS clusters, using automated node and job resiliency features for foundation model (FM) development. FMs are typically …

Introducing Amazon EKS support in Amazon SageMaker HyperPod Read More »