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Pathway is a high-performance Python ETL framework designed to simplify the complexities of stream processing, real-time analytics, and Large Language Model (LLM) orchestration. It bridges the gap between the ease of Python development and the rigorous performance requirements of production-grade data streaming. Whether you are building Retrieval-Augmented Generation (RAG) systems that require live data updates or developing event-driven analytics pipelines, Pathway allows you to write code once