SCIPE - 系统链改进与问题评估
原文英文，约1400词，阅读约需5分钟。发表于：。Editor's Note: we're EXTREMELY excited to highlight this research from Ankush Garg and Shreya Shankar from Berkeley. At LangChain, two of the biggest problems we think about are evals and agents,...
SCIPE是一个轻量级工具，帮助开发者分析LLM链中的节点错误，识别影响输出的关键节点。它无需标记数据，通过评估节点失败概率，找出独立和依赖失败，从而优化LLM应用的性能和可靠性。
