Agent#

相关工作#

• [2025.03] Why Do Multi-Agent LLM Systems Fail?
  • 为什么多 Agent 系统总是失败？
• [2024.10] AutoGLM: Autonomous Foundation Agents for GUIs 三个insight，中间接口设计、自进化的课程RL、策略分布漂移
  • AutoGLM 演示视频
• [2024.03] 深度长文』吴恩达：AI Agent 4种最常见的设计模式 reflection、tool use、planning、multi-agent collaboration
• [2024.02] Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models 跟deepresearch有点像了
  • stanford-oval/storm
• [2024.01] Agent AI: Surveying the Horizons of Multimodal Interaction
  • [《Agent AI：多模态交互前沿调查》-- 李飞飞团队]((https://zhuanlan.zhihu.com/p/12759357195)
• [2023.12] An LLM Compiler for Parallel Function Calling
  • SqueezeAILab/LLMCompiler
• [2023.03] Reflexion: Language Agents with Verbal Reinforcement Learning
  • noahshinn/reflexion
• [2022.10] ReAct: Synergizing Reasoning and Acting in Language Models ReAct，Google，query、think、action、result。
  • Agent的九种设计模式(图解+代码)
  • ysymyth/ReAct

开源项目#

• mem0ai/mem0 agent的记忆层
• Perplexica ai搜索引擎
• bytedance/deer-flow