#SerpApi

How Local LLMs Can Hold More Web Search Data: Markdown Output in Practice

SerpApi Markdown output lets local LLMs fit more web search data into the same context window: 27% fewer tokens for the same fields, and full responses 4.6x smaller. Includes latency tests for four local models and advice on choosing output modes.