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SCARF (System for Comprehensive Assessment of RAG Frameworks) is a modular evaluation framework for benchmarking Retrieval Augmented Generation (RAG) applications. It provides end-to-end, black-box evaluation across multiple deployment configurations to enable real-world comparisons of RAG frameworks. It supports automated benchmarking using several vector databases and large language models (LLMs).
AI named SCARF from December 2025 to March 2026.