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Enhance document analytics with Strands AI Agents for the GenAI IDP Accelerator

Enhance document analytics with Strands AI Agents for the GenAI IDP Accelerator

Extracting structured information from unstructured data is a critical first step to unlocking business value. Our Generative AI Intelligent Document Processing (GenAI IDP) Accelerator has been at the forefront of this transformation, already having processed tens of millions of documents for hundreds of customers. Although organizations can use intelligent document processing (IDP) solutions to digitize …

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Build a multimodal generative AI assistant for root cause diagnosis in predictive maintenance using Amazon Bedrock

Build a multimodal generative AI assistant for root cause diagnosis in predictive maintenance using Amazon Bedrock

Predictive maintenance is a strategy that uses data from equipment sensors and advanced analytics to predict when a machine is likely to fail, ensuring maintenance can be performed proactively to prevent breakdowns. This enables industries to reduce unexpected failures, improve operational efficiency, and extend the lifespan of critical equipment. It is applicable across a wide range of components, …

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Introducing SOCI indexing for Amazon SageMaker Studio: Faster container startup times for AI/ML workloads

Introducing SOCI indexing for Amazon SageMaker Studio: Faster container startup times for AI/ML workloads

Today, we are excited to introduce a new feature for SageMaker Studio: SOCI (Seekable Open Container Initiative) indexing. SOCI supports lazy loading of container images, where only the necessary parts of an image are downloaded initially rather than the entire container. SageMaker Studio serves as a web Integrated Development Environment (IDE) for end-to-end machine learning (ML) development, …

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Build and deploy scalable AI agents with NVIDIA NeMo, Amazon Bedrock AgentCore, and Strands Agents

Build and deploy scalable AI agents with NVIDIA NeMo, Amazon Bedrock AgentCore, and Strands Agents

This post is co-written with Ranjit Rajan, Abdullahi Olaoye, and Abhishek Sawarkar from NVIDIA. AI’s next frontier isn’t merely smarter chat-based assistants, it’s autonomous agents that reason, plan, and execute across entire systems. But to accomplish this, enterprise developers need to move from prototypes to production-ready AI agents that scale securely. This challenge grows as …

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Bi-directional streaming for real-time agent interactions now available in Amazon Bedrock AgentCore Runtime

Bi-directional streaming for real-time agent interactions now available in Amazon Bedrock AgentCore Runtime

Building natural voice conversations with AI agents requires complex infrastructure and lots of code from engineering teams. Text-based agent interactions follow a turn-based pattern: a user sends a complete request, waits for the agent to process it, and receives a full response before continuing. Bi-directional streaming removes this constraint by establishing a persistent connection that …

Bi-directional streaming for real-time agent interactions now available in Amazon Bedrock AgentCore Runtime Read More »

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