测试大型语言模型应用:模拟SDK与直接HTTP请求的误区
原文英文,约700词,阅读约需3分钟。发表于: 。Introduction Let me preface this blog by saying this isn't like my other blogs where I was able to walk through the steps I took to complete a task. Instead, this is more of a reflection on the...
这篇文章反思了在项目gimme_readme中添加测试的挑战,特别是与大型语言模型(LLM)交互的测试。作者指出,使用SDK进行HTTP请求使得传统测试工具(如Nock.js)难以应用,强调在选择SDK与直接HTTP请求时需考虑测试策略,并建议在SDK层面进行模拟。总结了测试LLM应用的独特挑战和经验教训。