Reactive Machines

Measuring Search Relevancy: Increasing App Store Ranking with LLM-Designed Judgments

Measuring Search Relevancy: Increasing App Store Ranking with LLM-Designed Judgments

Major search engine marketing programs optimize relevance to drive more efficient times that help users find what they're looking for.…
How We Know It, Is What Really Matters: Incorporating UI Components with Distinctive Variations

How We Know It, Is What Really Matters: Incorporating UI Components with Distinctive Variations

UI components for front-end developers can be widely reused by parameterizing visual and behavioral properties. Although flexible, this makes assumptions…
Lessons from modern COBOL in the real world

Lessons from modern COBOL in the real world

There is a lot of excitement right now about AI enabling mainframe application modernization. Boards are paying attention. CIOs are…
Efficiently serve dozens of fine-tuned models with vLLM on Amazon SageMaker AI and Amazon Bedrock

Efficiently serve dozens of fine-tuned models with vLLM on Amazon SageMaker AI and Amazon Bedrock

Organizations and individuals running multiple custom AI models, especially recent Mixture of Experts (MoE) model families, can face the challenge…
Building intelligent event agents using Amazon Bedrock AgentCore and Amazon Bedrock Knowledge Bases

Building intelligent event agents using Amazon Bedrock AgentCore and Amazon Bedrock Knowledge Bases

Large conferences and events generate overwhelming amounts of information—from hundreds of sessions and workshops to speaker profiles, venue maps, and…
ARIS: Automated Recycling Identification System for E-Waste Classification using Deep Learning

ARIS: Automated Recycling Identification System for E-Waste Classification using Deep Learning

Traditional electronic recycling processes suffer from high resource losses due to insufficient material separation and identification capabilities, which limit material…
Bridging the Gap Between Text and Speech Comprehension in LLMs

Bridging the Gap Between Text and Speech Comprehension in LLMs

Large Language Models (LLMs) can be modified to extend their text capabilities to speech input. However, these speech-adapted LLMs remain…
Build an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon Bedrock

Build an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon Bedrock

Managing large photo collections presents significant challenges for organizations and individuals. Traditional approaches rely on manual tagging, basic metadata, and…
Train CodeFu-7B with veRL and Ray on Amazon SageMaker Training jobs

Train CodeFu-7B with veRL and Ray on Amazon SageMaker Training jobs

The rapid advancement of artificial intelligence (AI) has created unprecedented demand for specialized models capable of complex reasoning tasks, particularly…
The Complete Guide to Time Series ML

The Complete Guide to Time Series ML

The success of machine learning pipelines depends on feature engineering as their key foundation. Two of the most powerful ways…
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