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7 docs tagged with "python"

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Apache Spark: Unified Analytics Engine

Apache Spark is a unified analytics engine for large-scale data processing with built-in modules for streaming, SQL, machine learning, and graph processing. It provides high-level APIs in Java, Scala, Python, and R, and an optimized engine that supports general execution graphs.

RAGAS: LLM Evaluation Framework

RAGAS is a comprehensive framework for evaluating Retrieval-Augmented Generation (RAG) systems. It provides a suite of metrics to assess the quality of RAG pipelines, helping developers and researchers understand how well their systems perform across different dimensions.

Strategy Pattern: Behavioral Design Pattern

The Strategy Pattern is a behavioral design pattern that enables selecting an algorithm's implementation at runtime. It defines a family of algorithms, encapsulates each one, and makes them interchangeable. This pattern lets the algorithm vary independently from clients that use it.