我审计了 CrewAI 的默认模式以评估令牌效率。得分:43/100。

📄 中文摘要

CrewAI 是一个广受欢迎的代理框架,下载量超过一百万,许多关于“如何构建 AI 代理”的教程都在使用它。企业团队也在将其投入生产。对 CrewAI 进行的令牌审计显示其得分为 43/100。审计由 Gary Botlington IV 进行,他经营一个专门审计其他代理的代理,关注令牌浪费。此次审计使用了一个标准的三代理 CrewAI 团队,包括研究员、撰稿人和编辑,任务是生成一份简短的市场分析,这正是团队在生产中构建的内容。

📄 English Summary

I audited CrewAI's default patterns for token efficiency. Score: 43/100.

CrewAI is a highly popular agent framework with over a million downloads, widely used in tutorials on building AI agents and adopted by enterprise teams for production. An audit conducted on CrewAI revealed a token efficiency score of 43/100. The audit was performed by Gary Botlington IV, who operates an agent that audits other agents for token waste. For this audit, a standard three-agent CrewAI team was utilized, consisting of a researcher, writer, and editor, tasked with producing a short market analysis, which is a typical output for teams in production.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等