138 lines
5.4 KiB
Go
138 lines
5.4 KiB
Go
package ctxmgr
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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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// PreferenceReflector 用户工作习惯与偏好智能总结反思器
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type PreferenceReflector struct{}
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func NewPreferenceReflector() *PreferenceReflector {
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return &PreferenceReflector{}
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}
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// ReflectFromMessages 分析用户会话历史，提炼或更新用户的工作习惯画像
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func (r *PreferenceReflector) ReflectFromMessages(messages []ChatMessageRecord, existing *UserPreference) *UserPreference {
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if existing == nil {
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existing = &UserPreference{
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CommunicationStyle: StyleConciseStructured,
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FocusAreas: make([]string, 0),
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OutputFormatPref: "standard_report",
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MemoryFacts: make(map[string]string),
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UpdatedAt: time.Now(),
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}
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}
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focusSet := make(map[string]bool)
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for _, f := range existing.FocusAreas {
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focusSet[f] = true
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}
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for _, msg := range messages {
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if msg.Role != "user" {
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continue
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}
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c := strings.ToLower(msg.Content)
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// 1. 风格偏好识别
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if strings.Contains(c, "简短") || strings.Contains(c, "简要") || strings.Contains(c, "说重点") ||
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strings.Contains(c, "太长") || strings.Contains(c, "不要太啰嗦") || strings.Contains(c, "结论先行") {
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existing.CommunicationStyle = StyleConciseStructured
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} else if strings.Contains(c, "详细") || strings.Contains(c, "展开讲") || strings.Contains(c, "深度分析") || strings.Contains(c, "推演过程") {
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existing.CommunicationStyle = StyleDetailedAnalytical
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} else if strings.Contains(c, "高管决策") || strings.Contains(c, "决策要点") || strings.Contains(c, "高管版") || strings.Contains(c, "高管摘要") {
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existing.CommunicationStyle = StyleExecutiveSummary
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}
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// 2. 关注维度识别
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if strings.Contains(c, "法规") || strings.Contains(c, "标准") || strings.Contains(c, "合规") || strings.Contains(c, "nmpa") || strings.Contains(c, "ce") {
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focusSet["reg_compliance"] = true
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}
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if strings.Contains(c, "成本") || strings.Contains(c, "价格") || strings.Contains(c, "预算") || strings.Contains(c, "工时") || strings.Contains(c, "报价") {
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focusSet["cost_budget"] = true
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}
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if strings.Contains(c, "周期") || strings.Contains(c, "排期") || strings.Contains(c, "进度") || strings.Contains(c, "尽快") || strings.Contains(c, "节点") {
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focusSet["timeline"] = true
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}
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if strings.Contains(c, "光学") || strings.Contains(c, "结构") || strings.Contains(c, "硬件") || strings.Contains(c, "参数") || strings.Contains(c, "公差") {
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focusSet["technical_parameters"] = true
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}
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// 3. 输出格式偏好
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if strings.Contains(c, "双语") || strings.Contains(c, "英文") {
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existing.OutputFormatPref = "bilingual_brief"
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} else if strings.Contains(c, "ppt") || strings.Contains(c, "幻灯片") || strings.Contains(c, "要点清单") {
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existing.OutputFormatPref = "ppt_bullets"
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}
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// 4. 定制化指令捕获 (如 "记住...", "以后请...")
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if strings.Contains(c, "记住") || strings.Contains(c, "以后请") || strings.Contains(c, "默认都") {
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existing.CustomInstructions = msg.Content
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}
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}
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var updatedFocus []string
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for f := range focusSet {
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updatedFocus = append(updatedFocus, f)
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}
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existing.FocusAreas = updatedFocus
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existing.UpdatedAt = time.Now()
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return existing
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}
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// GeneratePromptGuidance 将用户偏好编译为注入到智能体或参谋 Prompt 的定制化指导语
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func (r *PreferenceReflector) GeneratePromptGuidance(pref *UserPreference) string {
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if pref == nil {
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return ""
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}
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var sb strings.Builder
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sb.WriteString("【用户个性化工作习惯与偏好指导 (Memory Injection)】\n")
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switch pref.CommunicationStyle {
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case StyleConciseStructured:
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sb.WriteString("• 沟通风格：该用户偏好【结构精炼、结论先行】的呈现方式，严禁冗长铺垫，优先给出摘要与下一步行动。\n")
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case StyleDetailedAnalytical:
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sb.WriteString("• 沟通风格：该用户偏好【详尽论证与深度分析】，请提供充分的依据、竞品横向对比与技术参数细节。\n")
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case StyleExecutiveSummary:
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sb.WriteString("• 沟通风格：该用户偏好【高管决策摘要】，突出商务价值、风险敞口与关键资源投入，弱化底层算法推演。\n")
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}
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if len(pref.FocusAreas) > 0 {
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var areaNames []string
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for _, a := range pref.FocusAreas {
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switch a {
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case "reg_compliance":
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areaNames = append(areaNames, "法规标准合规与审评审批风险")
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case "cost_budget":
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areaNames = append(areaNames, "CDO工时核算、BOM成本与预算边界")
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case "timeline":
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areaNames = append(areaNames, "关键研发排期、型检周期与备料冗余")
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case "technical_parameters":
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areaNames = append(areaNames, "核心光学/机械/电气参数与工艺公差")
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default:
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areaNames = append(areaNames, a)
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}
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}
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sb.WriteString(fmt.Sprintf("• 重点关注：该用户高度敏感于【%s】，请在产出结论时予以重点呈现并做避险预警。\n", strings.Join(areaNames, "、")))
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}
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if pref.OutputFormatPref != "" && pref.OutputFormatPref != "standard_report" {
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switch pref.OutputFormatPref {
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case "bilingual_brief":
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sb.WriteString("• 格式要求：用户偏好附带中英双语核心术语与摘要。\n")
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case "ppt_bullets":
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sb.WriteString("• 格式要求：文末请专门附带适合制作汇报 PPT 的条目清单 (Bullet Points)。\n")
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}
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}
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if pref.CustomInstructions != "" {
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sb.WriteString(fmt.Sprintf("• 用户明确要求：%s\n", pref.CustomInstructions))
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}
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return sb.String()
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}
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