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SELF-INDEX is proposed, a framework that enables an index to self-evolve without human intervention, and its Optimizer autonomously diagnoses retrieval shortfalls, selectively revises the responsible index keys, and validates each revision before updating the index.
Current web agents struggle to infer user preferences from history, highlighting a critical gap in personalization that Persona2Web is designed to address.
Current web optimization techniques falter when faced with the complexities of modern search-augmented generative engines, highlighting the need for optimization strategies tailored to each stage of the pipeline.
