Self-Evolving Search Index

• 类型：arxiv
• 标识：2609.19656
• 链接：https://arxiv.org/abs/2609.19656
• 主分类：rag
• 形态：method
• 被引：0
• 被引来源：Semantic Scholar
• S2被引：0
• 影响力被引：0
• TLDR：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.
• 待LLM分类：否
• 标题中文：自我演化的搜索索引
• TLDR中文：本文提出 SELF-INDEX，一个无需人工干预即可让索引自我演进的框架；其 Optimizer 可自主诊断检索短板，选择性修改对应的索引键，并在每次更新前对每项修订进行验证。
• 来源文件：
• /inbox/tom/_candidates/2026-09-19-agent-rag-longcontext-candidates.json
• /inbox/tom/_candidates/2026-09-20-agent-rag-longcontext-candidates.json
• /inbox/tom/_candidates/2026-09-21-agent-rag-longcontext-candidates.json
• /inbox/tom/_candidates/2026-09-21-agent-memory-tool-use-candidates.json
• [S2 enrich]