👉 The Apache Fluid is an open-source, high-performance data processing framework that enables real-time analytics on streaming data. It leverages Apache Kafka as its messaging system, allowing it to ingest, process, and analyze data streams with low latency. Fluid is built on Apache Beam, a unified programming model that abstracts the details of both batch and stream processing, facilitating the development of scalable and portable data pipelines. It supports a wide range of data sources and sinks, making it suitable for applications requiring immediate insights from continuous data flows, such as fraud detection, real-time monitoring, and IoT analytics.