WebWalker: Benchmarking LLMs in Web Traversal The paper introduces WebWalkerQA, a benchmark for testing LLMs in web traversal, and WebWalker, a multi-agent framework for human-like navigation to extract layered information. Problem: RAG systems retrieve shallow content,

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