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Content moderation is crucial for any digital platform to ensure the trust and safety of the users. While human moderation can handle some tasks, AI-driven real-time moderation becomes essential as platforms scale. Machine learning (ML) powered systems can moderate content efficiently at scale with minimal retraining and operational costs. This step-by-step guide outlines an approach to deploying an AI-powered...
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Published on: January 20, 2025 | Source:Event-driven architecture facilitates systems to reply to real-life events, such as when the user's profile is updated. This post illustrates building reactive event-driven applications that handle data loss by combining Spring WebFlux, Apache Kafka, and Dead Letter Queue. When used together, these provide the framework for creating fault-tolerant, resilient, and high-performance systems that are important for large...
Published on: January 20, 2025 | Source:Prometheus is a powerful monitoring tool that provides extensive metrics and insights into your infrastructure and applications, especially in k8s and OCP (enterprise k8s). While crafting PromQL (Prometheus Query Language) expressions, ensuring accuracy and compatibility is essential, especially when comparing metrics or calculating thresholds. In this article, we will explore how to count worker nodes and track...
Published on: January 20, 2025 | Source:Encountering connection problems while accessing a MySQL server is a common challenge for database users. These issues often arise due to incorrect configuration, user permissions, or compatibility problems. Below are the most common errors and their solutions to help you resolve connection issues efficiently. 1. Error: Host ‘xxx.xx.xxx.xxx’ is not allowed to connect to this MySQL server Cause This error indicates that...
Published on: January 20, 2025 | Source:submitted by /u/Local_Ad_6109 [link] [comments]
Published on: January 20, 2025 | Source:Chain-of-thought (CoT) prompting has emerged as a transformative technique in artificial intelligence, enabling large language models (LLMs) to break down complex problems into logical, sequential steps. First introduced by Wei et al. in 2022, this approach mirrors human cognitive processes and has demonstrated remarkable improvements in tasks requiring multi-step reasoning[1]. CoT: Explanation and Definition What Is...
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