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Cut an Enterprise RAG Pipeline’s Latency and Cost by Calling the LLM Less, Not by Buying a Faster Model

中文摘要

通过信号路由减少简单问题的LLM调用,可将RAG流水线延迟降低约两秒并降低成本。

English Summary

Use routing signals to bypass LLM calls for easy questions, reducing RAG pipeline latency by two seconds and cutting costs.

原文节选

Enterprise Document Intelligence [Vol.1 #9ter] - The pipeline from Article 9 calls a model at several steps to be sure it is right. On easy questions that is needless latency. A per-question signal routes them past the model, about two seconds saved for a keyword match. The post Cut an Enterprise RAG Pipeline’s Latency and Cost by Calling the LLM Less, Not by Buying a Faster Model appeared first on Towards Data Science.