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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 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.