SELF-INDEX: Self-Evolving Search Index for Retrieval-Augmented Agents
中文摘要
SELF-INDEX 为 RAG 代理提供自进化搜索索引,通过自动化优化分块和查询,解决人工干预检索失败的问题。
English Summary
SELF-INDEX is a self-evolving search index for RAG agents that automates manual retrieval optimization tasks like chunking and query adjustments.
原文节选
When retrieval fails, humans step back in: they inspect bad cases, tweak chunking, add synthetic queries, adjust weights, rebuild… Continue reading on Medium »