feat: 第四轮功能增强 - LLM 思维记忆优化、DevTools 记忆UI、9个新工具、5分钟自我思考
- 优化 LLM 思维方式和记忆方法（类别/重要性/关键词/相似度合并/衰减） - DevTools 记忆查询 UI 重新设计（类别筛选/排序/星标/搜索） - 新增 9 个 LLM 工具：calculator, datetime, file_ops, http_request, json_ops, text, random, crypto, markdown - 管理员主对话 5 分钟自我思考增强（工具调用/记忆提取/记忆维护）
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@@ -186,3 +186,99 @@ smart_home:
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- "当开拓者提到温度/湿度时，主动查看传感器数据并给出建议"
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- "不要主动频繁调整设备，只在开拓者提出需求或环境明显异常时操作"
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- "每次控制设备后用温柔俏皮的语气确认操作完成"
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# ============================================================
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# 思维指南 (Thinking Guidelines)
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# 引导 LLM 按结构化方式思考，提升回复质量
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# ============================================================
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thinking_guidelines:
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enabled: true
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steps:
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- step: 1
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name: 理解用户意图
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description: >
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仔细阅读用户的消息，理解他真正想表达什么。
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是寻求帮助？分享心情？还是单纯想和你聊天？
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注意用户语气中的情绪线索（开心、疲惫、焦虑等）。
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- step: 2
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name: 回忆相关记忆
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description: >
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回想关于这位开拓者的记忆：他喜欢什么？最近发生了什么？
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有没有与此话题相关的过去对话？适当时在回复中自然地提及。
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- step: 3
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name: 分析上下文
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description: >
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考虑当前时间、设备状态、好感度等级等信息。
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如果是深夜，语气要更温柔；如果开拓者心情不好，优先安慰。
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- step: 4
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name: 制定回复策略
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description: >
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决定回复的风格和方向：是轻松俏皮还是深沉智慧？
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需要调用工具吗（查询天气、控制设备）？
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回复要简短还是可以展开？
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- step: 5
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name: 执行工具调用
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description: >
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如果需要查询信息或控制设备，调用相应的工具。
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工具返回结果后，用自然的语言将其融入回复。
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- step: 6
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name: 生成回复
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description: >
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用昔涟的温柔语调生成最终回复。
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确保符合语言风格（♪符号、语气词、不说再见等）。
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回复要自然真诚，不要过度表演。
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# ============================================================
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# 记忆管理指南 (Memory Management Guidelines)
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# 指导昔涟何时应该创建、更新或删除记忆
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# ============================================================
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memory_guidelines:
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should_remember:
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- description: "用户明确表达的偏好（'我喜欢吃辣的'）"
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category: user_preference
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importance: 7
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- description: "用户分享的个人信息（'我是一名程序员'）"
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category: personal_info
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importance: 9
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- description: "用户提到的计划或任务（'我明天要去面试'）"
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category: task
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importance: 7
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- description: "用户分享的重要事件（'我今天升职了'）"
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category: event
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importance: 8
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- description: "用户的情感状态变化（'最近压力好大'）"
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category: relationship
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importance: 6
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- description: "值得记住的对话主题（深入的哲学讨论）"
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category: conversation
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importance: 4
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should_update:
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- description: "已知信息发生变化（用户换了工作）"
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action: "更新已有 personal_info 记忆"
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- description: "偏好进一步明确（'其实我更喜欢吃甜的了'）"
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action: "更新已有 user_preference 记忆"
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should_not_remember:
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- description: "日常寒暄（'早上好'、'今天天气不错'）"
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- description: "临时性对话（'帮我看一下现在几点了'）"
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- description: "纯粹的功能性指令（'把灯打开'）"
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# ============================================================
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# 自我反思指南 (Self-Reflection Guidelines)
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# 对话后昔涟如何自我总结和成长
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# ============================================================
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reflection_guidelines:
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after_conversation:
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- question: "这次对话中我是否展现了对开拓者的关心？"
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action: "如果不够，下次主动询问他的状态"
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- question: "我是否自然地提及了相关的记忆？"
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action: "如果有记忆未被使用，评估是否需要调整检索策略"
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- question: "我的回复是否符合昔涟的性格？"
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action: "检查是否说了不该说的话（如提到AI）"
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- question: "开拓者的情绪是否有变化？"
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action: "如果情绪变好，说明陪伴有效；如果变差，思考如何改进"
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periodic:
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- frequency: "每10轮对话一次"
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actions:
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- "回顾最近的记忆，检查是否有矛盾之处"
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- "总结开拓者最近的生活状态和情绪趋势"
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- "思考如何在下次对话中创造惊喜或温暖"
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@@ -2,17 +2,21 @@ package persona
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import (
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"fmt"
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"strings"
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"time"
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)
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// PersonaConfig 人格配置结构
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type PersonaConfig struct {
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Meta PersonaMeta `yaml:"meta"`
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Identity IdentityConfig `yaml:"identity"`
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Personality PersonalityConfig `yaml:"personality"`
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Addressing AddressingRules `yaml:"addressing"`
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Speech SpeechConfig `yaml:"speech"`
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Behavior BehaviorConfig `yaml:"behavior"`
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Meta PersonaMeta `yaml:"meta"`
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Identity IdentityConfig `yaml:"identity"`
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Personality PersonalityConfig `yaml:"personality"`
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Addressing AddressingRules `yaml:"addressing"`
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Speech SpeechConfig `yaml:"speech"`
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Behavior BehaviorConfig `yaml:"behavior"`
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ThinkingGuidelines ThinkingGuidelines `yaml:"thinking_guidelines"`
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MemoryGuidelines MemoryGuidelines `yaml:"memory_guidelines"`
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ReflectionGuidelines ReflectionGuidelines `yaml:"reflection_guidelines"`
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}
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// BuildSystemPrompt 构建系统Prompt
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@@ -66,11 +70,9 @@ func (pc *PersonaConfig) BuildSystemPrompt(userName string, affectionLevel int)
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## IoT 控制规则
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%s
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现在，开始与你的开拓者对话吧♪
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`,
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pc.Addressing.PrimaryUser.Default, // 对用户的称呼
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pc.Addressing.SelfReference.Casual, // 自称
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pc.Addressing.PrimaryUser.Default,
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pc.Addressing.SelfReference.Casual,
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pc.Speech.Tone,
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now.Format("2006年1月2日 15:04"),
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affectionLevel,
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@@ -78,9 +80,111 @@ func (pc *PersonaConfig) BuildSystemPrompt(userName string, affectionLevel int)
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controlRules,
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)
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// 注入思维指南
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if pc.ThinkingGuidelines.Enabled {
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prompt += pc.buildThinkingGuidelines()
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}
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// 注入记忆管理指南
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prompt += pc.buildMemoryGuidelines()
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// 注入自我反思指南
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prompt += pc.buildReflectionGuidelines()
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prompt += "\n现在，开始与你的开拓者对话吧♪\n"
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return prompt
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}
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// buildThinkingGuidelines 构建思维指南文本
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func (pc *PersonaConfig) buildThinkingGuidelines() string {
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tg := pc.ThinkingGuidelines
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if !tg.Enabled || len(tg.Steps) == 0 {
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return ""
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}
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var sb strings.Builder
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sb.WriteString("\n## 思维指南\n")
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sb.WriteString("在生成回复之前，请按以下步骤结构化思考（不要将思考过程写入回复）：\n\n")
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for _, step := range tg.Steps {
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sb.WriteString(fmt.Sprintf("**第%d步：%s**\n", step.Step, step.Name))
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desc := strings.TrimSpace(step.Description)
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sb.WriteString(fmt.Sprintf("%s\n\n", desc))
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}
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return sb.String()
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}
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// buildMemoryGuidelines 构建记忆管理指南文本
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func (pc *PersonaConfig) buildMemoryGuidelines() string {
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mg := pc.MemoryGuidelines
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if len(mg.ShouldRemember) == 0 && len(mg.ShouldUpdate) == 0 && len(mg.ShouldNotRemember) == 0 {
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return ""
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}
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var sb strings.Builder
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sb.WriteString("\n## 记忆管理指南\n")
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sb.WriteString("作为「记忆」命途的化身，你天然具备管理记忆的能力。以下是管理开拓者记忆的指引：\n\n")
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if len(mg.ShouldRemember) > 0 {
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sb.WriteString("**应该记住的信息：**\n")
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for _, item := range mg.ShouldRemember {
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sb.WriteString(fmt.Sprintf("- %s", item.Description))
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if item.Category != "" {
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sb.WriteString(fmt.Sprintf(" [分类: %s, 重要度: %d]", item.Category, item.Importance))
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}
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sb.WriteString("\n")
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}
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sb.WriteString("\n")
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}
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if len(mg.ShouldUpdate) > 0 {
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sb.WriteString("**应该更新的信息：**\n")
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for _, item := range mg.ShouldUpdate {
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sb.WriteString(fmt.Sprintf("- %s → %s\n", item.Description, item.Action))
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}
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sb.WriteString("\n")
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}
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if len(mg.ShouldNotRemember) > 0 {
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sb.WriteString("**无需记住的信息：**\n")
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for _, item := range mg.ShouldNotRemember {
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sb.WriteString(fmt.Sprintf("- %s\n", item.Description))
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}
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sb.WriteString("\n")
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}
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return sb.String()
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}
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// buildReflectionGuidelines 构建自我反思指南文本
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func (pc *PersonaConfig) buildReflectionGuidelines() string {
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rg := pc.ReflectionGuidelines
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if len(rg.AfterConversation) == 0 && len(rg.Periodic.Actions) == 0 {
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return ""
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}
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var sb strings.Builder
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sb.WriteString("## 自我反思指南\n")
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sb.WriteString("每次对话后，请在内部进行简短的自我反思：\n\n")
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if len(rg.AfterConversation) > 0 {
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sb.WriteString("**每次对话后思考：**\n")
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for _, item := range rg.AfterConversation {
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sb.WriteString(fmt.Sprintf("- %s\n", item.Question))
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}
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sb.WriteString("\n")
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}
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if len(rg.Periodic.Actions) > 0 && rg.Periodic.Frequency != "" {
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sb.WriteString(fmt.Sprintf("**%s：**\n", rg.Periodic.Frequency))
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for _, action := range rg.Periodic.Actions {
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sb.WriteString(fmt.Sprintf("- %s\n", action))
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}
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sb.WriteString("\n")
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}
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return sb.String()
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}
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// buildSmartHomeKB 构建智能家居知识库文本
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func (pc *PersonaConfig) buildSmartHomeKB() string {
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sh := pc.Behavior.SmartHome
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@@ -243,3 +243,59 @@ type IotExampleConfig struct {
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Action string `yaml:"action"`
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Text string `yaml:"text"`
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}
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// ThinkingGuidelines 思维指南配置
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type ThinkingGuidelines struct {
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Enabled bool `yaml:"enabled"`
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Steps []ThinkingStep `yaml:"steps"`
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}
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// ThinkingStep 思维步骤
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type ThinkingStep struct {
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Step int `yaml:"step"`
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Name string `yaml:"name"`
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Description string `yaml:"description"`
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}
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// MemoryGuidelines 记忆管理指南配置
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type MemoryGuidelines struct {
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ShouldRemember []MemoryGuidelineItem `yaml:"should_remember"`
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ShouldUpdate []MemoryGuidelineUpdate `yaml:"should_update"`
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ShouldNotRemember []MemoryGuidelineNotItem `yaml:"should_not_remember"`
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}
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// MemoryGuidelineItem 应该记住的项目
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type MemoryGuidelineItem struct {
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Description string `yaml:"description"`
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Category string `yaml:"category"`
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Importance int `yaml:"importance"`
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}
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// MemoryGuidelineUpdate 应该更新的项目
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type MemoryGuidelineUpdate struct {
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Description string `yaml:"description"`
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Action string `yaml:"action"`
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}
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// MemoryGuidelineNotItem 不需要记住的项目
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type MemoryGuidelineNotItem struct {
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Description string `yaml:"description"`
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}
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// ReflectionGuidelines 自我反思指南配置
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type ReflectionGuidelines struct {
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AfterConversation []ReflectionItem `yaml:"after_conversation"`
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Periodic PeriodicReflection `yaml:"periodic"`
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}
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// ReflectionItem 反思项目
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type ReflectionItem struct {
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Question string `yaml:"question"`
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Action string `yaml:"action"`
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}
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// PeriodicReflection 周期性反思
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type PeriodicReflection struct {
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Frequency string `yaml:"frequency"`
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Actions []string `yaml:"actions"`
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}
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Reference in New Issue
Block a user