Flipboard

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.

AWS 110

AWS ML ML AI 110

O'Reilly Media

NOVEMBER 19, 2024

The “distance” between each pair of neighbors can be interpreted as a probability.When a question prompt arrives, run graph algorithms to traverse this probabilistic graph, then feed a ranked index of the collected chunks to LLM. One way to build a graph to use is to connect each text chunk in the vector store with its neighbors.

Database 127

Database AI AI Natural Language Processing 127

AWS Machine Learning Blog

NOVEMBER 17, 2023

This process involves the utilization of both ML and non-ML algorithms. In this section, we briefly introduce the system architecture. It is a live processing service that enables near-real-time moderation. Processing halts if the previous sample time is too recent.

AWS 120

AWS ML ML Algorithm 120

Heartbeat

JANUARY 9, 2024

Large language models have emerged as ground-breaking technologies with revolutionary potential in the fast-developing fields of artificial intelligence (AI) and natural language processing (NLP). Deployment : The adapted LLM is integrated into this stage's planned application or system architecture.

Natural Language Processing 52

Natural Language Processing Machine Learning Machine Learning Artificial Intelligence 52

Pickl AI

DECEMBER 4, 2023

Through advanced analytics and Machine Learning algorithms, they identify patterns such as popular products, peak shopping times, and customer preferences. Through statistical methods and advanced algorithms, we unravel patterns, trends, and valuable nuggets that guide decision-making. So, what is Data Intelligence with an example?

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

AWS Machine Learning Blog

AUGUST 15, 2023

System complexity – The architecture complexity requires investments in MLOps to ensure the ML inference process scales efficiently to meet the growing content submission traffic. With the high accuracy of Amazon Rekognition, the team has been able to automate more decisions, save costs, and simplify their system architecture.

ML 98

ML ML AWS System Architecture 98