參考來源
本站每個論點都能追溯到一手或權威來源。可依出處篩選,點任一連結開啟。
全部
Anthropic
OpenAI
Google
LangGraph
Lilian Weng
arXiv
GigaAI
來源
出處
類型
連結
Building Effective Agents(2024 年 12 月)
Anthropic
工程部落格(一手)
https://www.anthropic.com/engineering/building-effective-agents
Anthropic Cookbook — agent patterns(程式碼)
Anthropic
程式碼範例
https://github.com/anthropics/anthropic-cookbook/tree/main/patterns/agents
A Practical Guide to Building Agents
OpenAI
白皮書(一手)
https://cdn.openai.com/business-guides-and-resources/a-practical-guide-to-building-agents.pdf
Agents(Wiesinger、Marlow、Vuskovic,2024)
Google
白皮書(一手)
https://www.kaggle.com/whitepaper-agents
Workflows and Agents
LangGraph
框架文件
https://langchain-ai.github.io/langgraph/tutorials/workflows/
LLM Powered Autonomous Agents(2023)
Lilian Weng
研究綜述
https://lilianweng.github.io/posts/2023-06-23-agent/
ReAct:推理與行動的協同(2023)
arXiv
論文 · Yao 等
https://arxiv.org/abs/2210.03629
Reflexion:口語強化學習(2023)
arXiv
論文 · Shinn 等
https://arxiv.org/abs/2303.11366
Chain-of-Thought Prompting(2022)
arXiv
論文 · Wei 等
https://arxiv.org/abs/2201.11903
Tree of Thoughts(2023)
arXiv
論文 · Yao 等
https://arxiv.org/abs/2305.10601
Agent Workflow:六種模式(起點參考)
GigaAI
二手綜整
https://gigaai.studio/articles/agent-workflow-six-patterns
English version