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。

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 AgentsOpenAI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 AgentsLangGraph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