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Predictive Maintenance
Future-Proofing Asset Performance Unlocking the Power of Predictive Maintenance: Transforming Efficiency and Reducing Downtime Predictive Maintenance: For Modern Industries Introduction: The Era of Data-Driven Maintenance In today’s fast-paced industrial landscape, operational efficiency and reliability are paramount. Organizations can no longer rely solely on traditional maintenance strategies, such as reactive maintenance, which involves fixing problems after […]
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How Irrelevant Retrieval Leads to Hallucination in RAG Models
Introduction Retrieval-Augmented Generation (RAG) models combine retrieval and generative technologies to improve natural language understanding and generation. These models use huge external databases to find relevant info, which they then use to create accurate and context-appropriate responses. However, RAG models face a big problem called “hallucination,” where they produce outputs that aren’t based on facts […]
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Tackling Kafka Consumer Latency During Peak Traffic
In today’s world of data where analytics in real-time and quick responses are critical, systems like Apache Kafka serve as the core of many data streaming setups. Kafka, a platform that streams events across systems, enables businesses to handle huge amounts of data working through millions of messages each second. But with the good points […]
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