AI 智能体与编排 Certification
设计、构建并运维可靠的 LLM 智能体与多智能体系统
Key facts
- Level: Professional
- Field: Artificial Intelligence & LLMs
- Estimated study time: about 28 hours
- Credential price: $213
- Exam: 62 questions · 85 minutes · pass mark 75%
About the AI 智能体与编排 certification
超越单一提示词，迈向自主、工具驱动的 AI 系统。本专业认证深入探讨真正区分 LLM 智能体与聊天机器人的核心要素：智能体循环（ReAct——推理、行动、观察）、工具与函数调用，以及使智能体能够处理多步骤目标的规划策略——任务分解、计划与执行、以及思维树。您将全面掌握智能体记忆机制：短期上下文窗口、长期向量存储与情节记忆，并学会在不同场景下选用正确的工具。 后半部分聚焦系统设计与可靠性。您将设计多智能体架构——编排者-执行者、角色专业化、辩论机制与任务交接——并深入理解协调这些架构的编排模式与框架。您将引入反思与自我批评机制，构建对任务成功率、轨迹质量与成本进行评分的评估套件，并诊断真实部署中常见的故障模式：无限循环、工具幻觉、错误级联与提示注入。最后，您将设计防护栏与安全机制——沙箱隔离、最小权限原则与人工审批环节——同时控制成本与延迟，并通过追踪使运行过程可复现、可观测。 完成本认证后，您将能够架构智能体系统，为每项设计决策提供充分论据，并以生产部署所需的防护栏与遥测能力将其落地交付。
What you will learn
The official AI 智能体与编排 study course covers:
- The Agent Loop — What makes an LLM an agent: the ReAct reason-act-observe loop, tool/function calling, and how the runtime turns model requests into real actions.
- Planning & Reasoning — How agents tackle multi-step goals: task decomposition, plan-and-execute, and tree-of-thoughts search.
- Agent Memory — The three memory systems an agent uses: short-term context, long-term vector memory, and episodic recall — and how to manage the token budget.
- Multi-Agent Orchestration — Coordinating several agents: single vs multi-agent trade-offs, orchestrator-worker, debate, hand-off, and the frameworks that wire them together.
- Reliability, Evaluation & Safety — Making agents production-ready: reflection, evaluating success/trajectory/cost, the classic failure modes, and the guardrails — sandboxing, permissio…
- 动手实验——构建使用工具的主体 — Google Colab 中的主体顶点项目：手动实现主体循环（无框架），为模型提供真实工具，添加记忆，协调第二个主体，并强制执行安全护栏。使用免费的 Groq API 密钥免费运行。
Prerequisites
Frequently asked questions
- Is the AI 智能体与编排 certificate verifiable?
- Yes. Every issued Hootix Academy certificate carries a unique credential code that anyone can verify online.
- How is the AI 智能体与编排 exam structured?
- It is a 85-minute ID-verified multiple-choice exam of 62 questions; you need 75% to pass.
- Do I need to buy the course to take the exam?
- Each certification is sold three ways: the exam on its own, the online course on its own, or both together as a Course + exam bundle (the bundle price is the course price plus the exam price).
- How long does the AI 智能体与编排 course take?
- About 28 hours of self-paced study.