Information Natural Language Processing System Architecture 
APRIL 23, 2025
Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. The decoupled nature of the endpoints also provides flexibility to update or replace individual models without impacting the broader system architecture.
O'Reilly Media
NOVEMBER 19, 2024
What’s old becomes new again: Substitute the term “notebook” with “blackboard” and “graph-based agent” with “control shell” to return to the blackboard system architectures for AI from the 1970s–1980s. For example, a mention of “NLP” might refer to natural language processing in one context or neural linguistic programming in another.
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Pickl AI
DECEMBER 4, 2023
In the realm of Data Intelligence, the blog demystifies its significance, components, and distinctions from Data Information, Artificial Intelligence, and Data Analysis. Data Intelligence emerges as the indispensable force steering businesses towards informed and strategic decision-making. Imagine this: we collect loads of data, right?
AWS Machine Learning Blog
MARCH 10, 2025
Investment professionals face the mounting challenge of processing vast amounts of data to make timely, informed decisions. This challenge is particularly acute in credit markets, where the complexity of information and the need for quick, accurate insights directly impacts investment outcomes.
AWS Machine Learning Blog
MARCH 31, 2023
KYTC DVR’s challenges The KYTC DVR supports, assists and provides information related to vehicle registration, driver licenses, and commercial vehicle credentials to nearly 5 million constituents. “In Drew Clark is a business analyst/project manager for the Kentucky Transportation Cabinet’s Office of Information Technology.
AWS Machine Learning Blog
NOVEMBER 24, 2023
Creating engaging and informative product descriptions for a vast catalog is a monumental task, especially for global ecommerce platforms. The README file contains all the information you need to get started, from requirements to deployment guidelines. This solution is available in the AWS Solutions Library.
AWS Machine Learning Blog
NOVEMBER 17, 2023
In this section, we briefly introduce the system architecture. For more detailed information, refer to the GitHub repo. About the Authors Lana Zhang is a Senior Solutions Architect at AWS WWSO AI Services team, specializing in AI and ML for Content Moderation, Computer Vision, Natural Language Processing and Generative AI.
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