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As large language models (LLMs) become increasingly integrated into customer-facing applications, organizations are exploring ways to leverage their natural language processing capabilities. Many businesses are investigating how AI can enhance customer engagement and service delivery, and facing challenges in making sure LLMs driven engagements are on topic and follow the desired instructions. In this blog …

Enhancing LLM Capabilities with NeMo Guardrails on Amazon SageMaker JumpStart Read More »

There is consistent customer feedback that AI assistants are the most useful when users can interface with them within the productivity tools they already use on a daily basis, to avoid switching applications and context. Web applications like Amazon Q Business and Slack have become essential environments for modern AI assistant deployment. This post explores …

Build a multi-interface AI assistant using Amazon Q and Slack with Amazon CloudFront clickable references from an Amazon S3 bucket Read More »

Generative AI has revolutionized technology through generating content and solving complex problems. To fully take advantage of this potential, seamless integration with existing business systems and efficient access to data are crucial. Amazon Bedrock Agents provides the integration capabilities to connect generative AI models with the wealth of information and workflows already in place within …

Orchestrate seamless business systems integrations using Amazon Bedrock Agents Read More »

Organizations are often inundated with video and audio content that contains valuable insights. However, extracting those insights efficiently and with high accuracy remains a challenge. This post explores an innovative solution to accelerate video and audio review workflows through a thoughtfully designed user experience that enables human and AI collaboration. By approaching the problem from …

Accelerate video Q&A workflows using Amazon Bedrock Knowledge Bases, Amazon Transcribe, and thoughtful UX design Read More »

As enterprises rapidly expand their applications, platforms, and infrastructure, it becomes increasingly challenging to keep up with technology trends, best practices, and programming standards. Enterprises typically provide their developers, engineers, and architects with a variety of knowledge resources such as user guides, technical wikis, code repositories, and specialized tools. However, over time these resources often …

Boost team innovation, productivity, and knowledge sharing with Amazon Q Apps Read More »

From pandemic shutdowns to geopolitical tensions, recent years have thrown our global supply chains into unexpected chaos. This turbulent period has taught both governments and organizations a crucial lesson: supply chain excellence depends not just on efficiency but on the ability to navigate disruptions through strategic risk management. By leveraging the generative AI capabilities and …

Harnessing Amazon Bedrock generative AI for resilient supply chain Read More »

This is a guest blog post co-written with Jordan Knight, Sara Reynolds, George Lee from Travelers. Foundation models (FMs) are used in many ways and perform well on tasks including text generation, text summarization, and question answering. Increasingly, FMs are completing tasks that were previously solved by supervised learning, which is a subset of machine …

How Travelers Insurance classified emails with Amazon Bedrock and prompt engineering Read More »

Digital pathology is essential for the diagnosis and treatment of cancer, playing a critical role in healthcare delivery and pharmaceutical research and development. Pathology traditionally relies heavily on pathologist expertise and experience to conduct meticulous examination of tissue samples to identify abnormalities. However, the increasing complexity and volume of cases necessitate advanced tools to assist …

Accelerate digital pathology slide annotation workflows on AWS using H-optimus-0 Read More »