全书目录

附录 G:分章资料清单

G.32 第 16 章正文采用的核心来源

3 分钟 1,211 字 第 88 / 161 个阅读单元
  • 官方 agent 原语主轴:OpenAI New tools for building agents / Agents、Anthropic Building effective agents / Create custom subagents、Google ADK、Microsoft Foundry Agent Service
  • 经典 agent 理论主轴:Reactive Reasoning and Planning、Intelligent Agents: Theory and Practice、BDI Agents: From Theory to Practice、Reinforcement Learning: A Survey、Between MDPs and Semi-MDPs
  • 多步闭环与环境交互主轴:ReAct、Reflexion、Voyager、SWE-agent、Anthropic How to implement tool use、Anthropic Claude Agent SDK、OpenAI Cookbook Handling Function Calls with Reasoning Models / Build a coding agent with GPT 5.1
  • 状态、记忆与上下文管理主轴:OpenAI Conversation state、Anthropic Effective context engineering for AI agents、LangChain Memory overview、Generative Agents、CoALA、MemGPT、MemoryBank
  • 观测、评测与可运维性主轴:OpenAI Tracing / Trace grading、Anthropic Demystifying evals for AI agents、LangChain Multi-turn Evals / LangSmith Alerts、Microsoft LLM Observability、Google Trace an agent、AgentOps
  • 工程失败模式与系统化设计主轴:OpenAI A practical guide to building agents / Operator System Card、Google Choose a design pattern for your agentic AI system / Choose your agentic AI architecture components / Memory Bank overview / How Google secures AI Agents、AWS Effectively building AI agents on AWS Serverless、AutoGen