https://www.hansking.cn/blog A posts created with Next.js and Tailwind.css en-us admin@hansking.cn (HANS) admin@hansking.cn (HANS) Sun, 19 Jan 2025 10:00:00 GMT https://www.hansking.cn/blog/2026/Chain-of-ThoughtReAct-yu-Tree-of-Thought-dui-bi https://www.hansking.cn/blog/2026/Chain-of-ThoughtReAct-yu-Tree-of-Thought-dui-bi [{"value":"Chain-of-Thought、ReAct 与 Tree-of-Thought 对比","url":"#chain-of-thoughtreact-与-tree-of-thought-对比","depth":1},{"value":"一、先看一张统一的地图","url":"#一先看一张统一的地图","depth":2},{"value":"二、Chain-of-Thought：先把一条路走清楚","url":"#二chain-of-thought先把一条路走清楚","depth":2},{"value":"三、ReAct：让思考遇到真实世界","url":"#三react让思考遇到真实世界","depth":2},{"value":"四、Tree-of-Thought：为什么要保留多个方向","url":"#四tree-of-thought为什么要保留多个方向","depth":2},{"value":"五、三种方法的核心差异","url":"#五三种方法的核心差异","depth":2},{"value":"六、选择方法的四个问题","url":"#六选择方法的四个问题","depth":2},{"value":"问题一：任务是否需要外部事实","url":"#问题一任务是否需要外部事实","depth":3},{"value":"问题二：第一步选错后能否继续修正","url":"#问题二第一步选错后能否继续修正","depth":3},{"value":"问题三：有没有可靠的评估函数","url":"#问题三有没有可靠的评估函数","depth":3},{"value":"问题四：预算和延迟是否允许","url":"#问题四预算和延迟是否允许","depth":3},{"value":"七、不要把三种方法当成 Prompt 技巧","url":"#七不要把三种方法当成-prompt-技巧","depth":2},{"value":"八、用实验而不是感觉做选择","url":"#八用实验而不是感觉做选择","depth":2},{"value":"九、我的总结：多走几步不等于走得更对","url":"#九我的总结多走几步不等于走得更对","depth":2}] Sun, 19 Jan 2025 10:00:00 GMT admin@hansking.cn (HANS) AILLM推理ReActTree-of-Thought https://www.hansking.cn/blog/2026/ReActAgent-cong-sou-suo-gong-ju-kai-shi-shi-xian-zhi-neng-ti https://www.hansking.cn/blog/2026/ReActAgent-cong-sou-suo-gong-ju-kai-shi-shi-xian-zhi-neng-ti [{"value":"ReAct Agent：从搜索工具开始实现智能体","url":"#react-agent从搜索工具开始实现智能体","depth":1},{"value":"一、ReAct 到底解决了什么","url":"#一react-到底解决了什么","depth":2},{"value":"二、先定义一个足够窄的搜索工具","url":"#二先定义一个足够窄的搜索工具","depth":2},{"value":"三、把 Agent 状态写出来","url":"#三把-agent-状态写出来","depth":2},{"value":"四、最小循环应该长什么样","url":"#四最小循环应该长什么样","depth":2},{"value":"五、Prompt 应该规定角色边界，而不是写成魔法咒语","url":"#五prompt-应该规定角色边界而不是写成魔法咒语","depth":2},{"value":"六、观察结果时要防止上下文污染","url":"#六观察结果时要防止上下文污染","depth":2},{"value":"七、停止条件决定 Agent 是助手还是黑洞","url":"#七停止条件决定-agent-是助手还是黑洞","depth":2},{"value":"八、用轨迹评测 Agent，而不是只看最后一句话","url":"#八用轨迹评测-agent而不是只看最后一句话","depth":2},{"value":"九、从搜索 Agent 走向真实系统","url":"#九从搜索-agent-走向真实系统","depth":2},{"value":"十、我的总结：循环很简单，边界才是工程","url":"#十我的总结循环很简单边界才是工程","depth":2}] Sun, 13 Apr 2025 10:00:00 GMT admin@hansking.cn (HANS) AILLMAgentReActTypeScript