Query Classification And Routing With Judger Components

⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)

Unique: Implements query classification as a composable judger component that routes queries to different pipeline branches in ConditionalPipeline, enabling adaptive RAG — most RAG frameworks use fixed retrieval-generation strategies regardless of query characteristics

vs others: Enables query-aware optimization compared to fixed-strategy RAG, though requires additional classification infrastructure and training data