Artificial Inteligence Generative AI System Architecture 
CIO
AUGUST 19, 2024
Yet as organizations figure out how generative AI fits into their plans, IT leaders would do well to pay close attention to one emerging category: multiagent systems. Agents come in many forms, many of which respond to prompts humans issue through text or speech. A similar approach to infrastructure can help.
AWS Machine Learning - AI
APRIL 23, 2025
National Laboratory has implemented an AI-driven document processing platform that integrates named entity recognition (NER) and large language models (LLMs) on Amazon SageMaker AI. When processing is triggered, endpoints are automatically initialized and model artifacts are downloaded from Amazon S3.
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AWS Machine Learning - AI
APRIL 10, 2025
Amazon SageMaker HyperPod resilient training infrastructure SageMaker HyperPod is a compute environment optimized for large-scale frontier model training. Special thanks to Roy Allela, Senior AI/ML Specialist Solutions Architect for his support on the launch of this post.
O'Reilly Media - Ideas
NOVEMBER 19, 2024
One popular term encountered in generative AI practice is retrieval-augmented generation (RAG). Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data.
AWS Machine Learning - AI
SEPTEMBER 6, 2024
Generative artificial intelligence (AI) can be vital for marketing because it enables the creation of personalized content and optimizes ad targeting with predictive analytics. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.
AWS Machine Learning - AI
MARCH 13, 2025
The integration of generative AI agents into business processes is poised to accelerate as organizations recognize the untapped potential of these technologies. This post will discuss agentic AI driven architecture and ways of implementing. This post will discuss agentic AI driven architecture and ways of implementing.
AWS Machine Learning - AI
NOVEMBER 24, 2023
This is where Amazon Bedrock with its generative AI capabilities steps in to reshape the game. In this post, we dive into how Amazon Bedrock is transforming the product description generation process, empowering e-retailers to efficiently scale their businesses while conserving valuable time and resources.
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