Embeddings Aren’t Magic: The Predictable Failure Modes of RAG Retrieval
中文摘要
RAG向量检索擅长同义词处理，但在否定、精确标识符和缩写方面容易失效，本文探讨了这些失效模式及应对方案。
English Summary
RAG vector search handles synonyms well but fails on negation, exact identifiers, and acronyms. This article explores these failure modes and suggests alternative solutions.
原文节选
Enterprise Document Intelligence [Vol. 1 #2] Why the same vector search that handles synonyms and paraphrase silently fails on negation, exact identifiers, and your company’s acronyms, and what to use when it does. The post Embeddings Aren’t Magic: The Predictable Failure Modes of RAG Retrieval appeared first on Towards Data Science.