# Agents-Course

## Docs

- [智能体框架介绍](https://huggingface.co/learn/agents-course/zh-CN/unit2/introduction.md)
- [快速自测（不计分）[[quiz2]]](https://huggingface.co/learn/agents-course/zh-CN/unit2/llama-index/quiz2.md)
- [在 LlamaIndex 中创建智能工作流](https://huggingface.co/learn/agents-course/zh-CN/unit2/llama-index/workflows.md)
- [结语](https://huggingface.co/learn/agents-course/zh-CN/unit2/llama-index/conclusion.md)
- [在 LlamaIndex 中使用工具](https://huggingface.co/learn/agents-course/zh-CN/unit2/llama-index/tools.md)
- [目录](https://huggingface.co/learn/agents-course/zh-CN/unit2/llama-index/README.md)
- [在 LlamaIndex 中使用智能体](https://huggingface.co/learn/agents-course/zh-CN/unit2/llama-index/agents.md)
- [LlamaIndex 简介](https://huggingface.co/learn/agents-course/zh-CN/unit2/llama-index/introduction.md)
- [小测验（不计分） [[quiz1]]](https://huggingface.co/learn/agents-course/zh-CN/unit2/llama-index/quiz1.md)
- [LlamaIndex 中的组件是什么？](https://huggingface.co/learn/agents-course/zh-CN/unit2/llama-index/components.md)
- [LlamaHub 简介](https://huggingface.co/learn/agents-course/zh-CN/unit2/llama-index/llama-hub.md)
- [多智能体系统](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/multi_agent_systems.md)
- [使用 smolagents 构建视觉智能体](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/vision_agents.md)
- [构建智能驱动的 RAG 系统](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/retrieval_agents.md)
- [小测验（不计分）[[quiz2]]](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/quiz2.md)
- [构建使用代码的智能体](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/code_agents.md)
- [结论](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/conclusion.md)
- [工具](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/tools.md)
- [测验时间！](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/final_quiz.md)
- [`smolagents` 简介](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/introduction.md)
- [为什么选择 smolagents](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/why_use_smolagents.md)
- [小测验 (不计分) [[quiz1]]](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/quiz1.md)
- [将操作编写为代码片段或 JSON 结构](https://huggingface.co/learn/agents-course/zh-CN/unit2/smolagents/tool_calling_agents.md)
- [什么是 `LangGraph`？](https://huggingface.co/learn/agents-course/zh-CN/unit2/langgraph/when_to_use_langgraph.md)
- [LangGraph 的核心构建模块](https://huggingface.co/learn/agents-course/zh-CN/unit2/langgraph/building_blocks.md)
- [构建你的第一个 LangGraph](https://huggingface.co/learn/agents-course/zh-CN/unit2/langgraph/first_graph.md)
- [结语](https://huggingface.co/learn/agents-course/zh-CN/unit2/langgraph/conclusion.md)
- [文档分析图](https://huggingface.co/learn/agents-course/zh-CN/unit2/langgraph/document_analysis_agent.md)
- [欢迎来到 `LangGraph` 的世界](https://huggingface.co/learn/agents-course/zh-CN/unit2/langgraph/introduction.md)
- [测试你对 LangGraph 的理解](https://huggingface.co/learn/agents-course/zh-CN/unit2/langgraph/quiz1.md)
- [Readme](https://huggingface.co/learn/agents-course/zh-CN/unit3/README.md)
- [智能体增强检索生成（Agentic RAG）](https://huggingface.co/learn/agents-course/zh-CN/unit3/agentic-rag/agentic-rag.md)
- [创建宾客信息检索生成（RAG）工具](https://huggingface.co/learn/agents-course/zh-CN/unit3/agentic-rag/invitees.md)
- [总结](https://huggingface.co/learn/agents-course/zh-CN/unit3/agentic-rag/conclusion.md)
- [构建并集成智能体工具](https://huggingface.co/learn/agents-course/zh-CN/unit3/agentic-rag/tools.md)
- [代理增强检索生成（Agentic RAG）用例介绍](https://huggingface.co/learn/agents-course/zh-CN/unit3/agentic-rag/introduction.md)
- [创建你的 Gala 智能体](https://huggingface.co/learn/agents-course/zh-CN/unit3/agentic-rag/agent.md)
- [领取你的证书 🎓](https://huggingface.co/learn/agents-course/zh-CN/unit4/get-your-certificate.md)
- [动手实践](https://huggingface.co/learn/agents-course/zh-CN/unit4/hands-on.md)
- [结论](https://huggingface.co/learn/agents-course/zh-CN/unit4/conclusion.md)
- [欢迎来到最后一个单元 [[介绍]]](https://huggingface.co/learn/agents-course/zh-CN/unit4/introduction.md)
- [什么是GAIA？](https://huggingface.co/learn/agents-course/zh-CN/unit4/what-is-gaia.md)
- [那现在呢？我应该学习哪些主题？](https://huggingface.co/learn/agents-course/zh-CN/unit4/additional-readings.md)
- [让我们为函数调用微调模型 (Let's Fine-Tune your model for function-calling)](https://huggingface.co/learn/agents-course/zh-CN/bonus-unit1/fine-tuning.md)
- [什么是函数调用？(What is Function Calling?)](https://huggingface.co/learn/agents-course/zh-CN/bonus-unit1/what-is-function-calling.md)
- [结论 (Conclusion) [[conclusion]]](https://huggingface.co/learn/agents-course/zh-CN/bonus-unit1/conclusion.md)
- [简介 (Introduction)](https://huggingface.co/learn/agents-course/zh-CN/bonus-unit1/introduction.md)
- [游戏中使用 LLM 的最新技术](https://huggingface.co/learn/agents-course/zh-CN/bonus-unit3/state-of-art.md)
- [构建你自己的宝可梦对战智能体](https://huggingface.co/learn/agents-course/zh-CN/bonus-unit3/building_your_pokemon_agent.md)
- [结论](https://huggingface.co/learn/agents-course/zh-CN/bonus-unit3/conclusion.md)
- [介绍](https://huggingface.co/learn/agents-course/zh-CN/bonus-unit3/introduction.md)
- [启动你的宝可梦战斗智能体](https://huggingface.co/learn/agents-course/zh-CN/bonus-unit3/launching_agent_battle.md)
- [从 LLM 到 AI 智能体](https://huggingface.co/learn/agents-course/zh-CN/bonus-unit3/from-llm-to-agents.md)
- [后续单元发布时间表及常见问题解答](https://huggingface.co/learn/agents-course/zh-CN/communication/next-units.md)
- [直播第一课：课程体系解读与首次答疑会](https://huggingface.co/learn/agents-course/zh-CN/communication/live1.md)
- [AI 智能体可观测性与评估](https://huggingface.co/learn/agents-course/zh-CN/bonus_unit2/what-is-agent-observability-and-evaluation.md)
- [附加单元 2：AI 智能体(AI Agent)的可观测性与评估](https://huggingface.co/learn/agents-course/zh-CN/bonus_unit2/monitoring-and-evaluating-agents-notebook.md)
- [AI 智能体(AI Agent)的可观测性与评估](https://huggingface.co/learn/agents-course/zh-CN/bonus_unit2/introduction.md)
- [测验：评估 AI 智能体](https://huggingface.co/learn/agents-course/zh-CN/bonus_unit2/quiz.md)
- [第一单元测验 (Unit 1 Quiz)](https://huggingface.co/learn/agents-course/zh-CN/unit1/final-quiz.md)
- [什么是大语言模型（LLMs）？](https://huggingface.co/learn/agents-course/zh-CN/unit1/what-are-llms.md)
- [动作：使智能体能够与环境交互](https://huggingface.co/learn/agents-course/zh-CN/unit1/actions.md)
- [快速自测（不计分）[[quiz2]]](https://huggingface.co/learn/agents-course/zh-CN/unit1/quiz2.md)
- [总结 [[conclusion]]](https://huggingface.co/learn/agents-course/zh-CN/unit1/conclusion.md)
- [什么是工具？](https://huggingface.co/learn/agents-course/zh-CN/unit1/tools.md)
- [消息和特殊 Tokens (Messages and Special Tokens)](https://huggingface.co/learn/agents-course/zh-CN/unit1/messages-and-special-tokens.md)
- [使用 smolagents 创建我们的第一个智能体](https://huggingface.co/learn/agents-course/zh-CN/unit1/tutorial.md)
- [什么是智能体？](https://huggingface.co/learn/agents-course/zh-CN/unit1/what-are-agents.md)
- [目录](https://huggingface.co/learn/agents-course/zh-CN/unit1/README.md)
- [思维机制：内部推理与 ReAct 方法](https://huggingface.co/learn/agents-course/zh-CN/unit1/thoughts.md)
- [Observe: 整合反馈以反思和调整](https://huggingface.co/learn/agents-course/zh-CN/unit1/observations.md)
- [智能体简介 (Introduction to Agents)](https://huggingface.co/learn/agents-course/zh-CN/unit1/introduction.md)
- [通过思考-行动-观察循环理解 AI 智能体 (Understanding AI Agents through the Thought-Action-Observation Cycle)](https://huggingface.co/learn/agents-course/zh-CN/unit1/agent-steps-and-structure.md)
- [小测验（不计分）[[quiz1]]](https://huggingface.co/learn/agents-course/zh-CN/unit1/quiz1.md)
- [简单智能体库 (Dummy Agent Library)](https://huggingface.co/learn/agents-course/zh-CN/unit1/dummy-agent-library.md)
- [启航准备：开启学习之旅 ⛵](https://huggingface.co/learn/agents-course/zh-CN/unit0/onboarding.md)
- [欢迎加入 🤗 AI Agents 课程 [[introduction]]](https://huggingface.co/learn/agents-course/zh-CN/unit0/introduction.md)
- [（选读） Discord 101 [[discord-101]]](https://huggingface.co/learn/agents-course/zh-CN/unit0/discord101.md)
