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wecom_it_smart_desk/docs/03-技术架构/05-架构图/ai-assist-sequence-diagram.mermaid
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%% 坐席端 AI 辅助消息框 — 时序图
%% 文档版本: v1.0
%% 创建日期: 2026-07-11
%% 包含 4 个功能的完整调用流程
%% ==========================================================================
%% 4.1 实时自动补齐
%% ==========================================================================
sequenceDiagram
participant User as 坐席
participant RB as ReplyBox.vue
participant GT as GhostText.vue
participant Cmp as useAiAssist.ts
participant API as wingman.ts
participant BE as wingman.py<br/>(autocomplete)
participant Svc as WingmanService<br/>.generate_completion()
participant Redis as Redis
participant Dify as Dify AI
User->>RB: 输入文字
RB->>Cmp: handleInput() → triggerAutocomplete()
Note over Cmp: debounce 800ms 等待
Note over Cmp: 输入停顿 > 800ms 触发
Cmp->>Cmp: abort 上一个 AbortController
Cmp->>Cmp: 创建新 AbortController
Note over Cmp: 检查:输入 > 5 字符 && autocompleteEnabled
Cmp->>API: autocomplete(convId, text, cursorPos, signal)
API->>BE: POST /conversations/{id}/wingman/autocomplete
BE->>BE: _validate_conversation()
BE->>BE: _get_recent_messages(limit=5)
BE->>Svc: generate_completion(conv_id, text, messages)
Svc->>Svc: _make_cache_key(text, conv_id)
Svc->>Redis: GET wingman:autocomplete:{hash}
alt Redis 命中缓存
Redis-->>Svc: {completion, confidence}
Svc-->>BE: 缓存结果
else Redis 未命中
Redis-->>Svc: nil
Svc->>Svc: _build_context_messages(messages, _COMPLETION_SYSTEM_PROMPT)
Svc->>Svc: 追加 user 消息: "坐席正在输入:{text}\n请补齐"
Svc->>Dify: POST /chat/completions<br/>{temperature: 0.2}
Dify-->>Svc: "正在查看相关工单记录..."
Svc->>Redis: SETEX wingman:autocomplete:{hash} 30s
Svc-->>BE: {completion, confidence}
end
BE-->>API: {code: 0, data: {completion, confidence}}
API-->>Cmp: AutocompleteResult
Note over Cmp: 检查:未被 abort && completion 非空
Cmp->>Cmp: ghostText.value = completion
Cmp->>GT: 渲染幽灵文字(灰色斜体)
GT-->>User: 光标位置显示灰色补齐文字
alt Tab 键接受
User->>RB: 按 Tab
RB->>Cmp: acceptGhostText()
Cmp->>RB: inputText += ghostText
Cmp->>Cmp: ghostText = ''
GT-->>User: 幽灵文字消失,文字变为正常颜色
else 继续输入
User->>RB: 继续输入
RB->>Cmp: clearGhostText()
Cmp->>Cmp: ghostText = ''
Note over Cmp: 重新触发 debounce
else Esc 键
User->>RB: 按 Esc
RB->>Cmp: clearGhostText()
Cmp->>Cmp: ghostText = ''
end
%% ==========================================================================
%% 4.2 语气调整
%% ==========================================================================
sequenceDiagram
participant User as 坐席
participant RB as ReplyBox.vue
participant TAP as ToneAdjustPopover.vue
participant Cmp as useAiAssist.ts
participant API as wingman.ts
participant BE as wingman.py<br/>(tone-adjust)
participant Svc as WingmanService<br/>.adjust_tone()
participant Dify as Dify AI
User->>RB: 选中输入框文字(≥ 5 字符)
User->>RB: 点击工具栏"语气"按钮
RB->>TAP: visible = true(弹出浮层)
TAP-->>User: 显示 3 种语气选项
User->>TAP: 点击"专业"
TAP->>Cmp: adjustTone(selectedText, fullText, 'professional')
Cmp->>Cmp: toneLoading = true
Cmp->>API: adjustTone(convId, selectedText, fullText, 'professional', signal)
API->>BE: POST /conversations/{id}/wingman/tone-adjust
BE->>BE: _validate_conversation()
BE->>BE: _get_recent_messages(limit=5)
BE->>Svc: adjust_tone(conv_id, selectedText, fullText, 'professional', messages)
Svc->>Svc: _build_context_messages(messages, _TONE_ADJUST_SYSTEM_PROMPT)
Svc->>Svc: 追加 user 消息: "原文:{selectedText}\n完整内容:{fullText}\n改写为{tone}风格"
Svc->>Dify: POST /chat/completions<br/>{temperature: 0.3}
Dify-->>Svc: "经排查,您的VPN连接异常..."
Svc-->>BE: {rewritten_text, tone, changes_summary}
BE-->>API: {code: 0, data: {...}}
API-->>Cmp: ToneAdjustResult
Cmp->>Cmp: toneResult = result
Cmp->>Cmp: toneLoading = false
Cmp->>TAP: 显示原文/改写文对比
TAP-->>User: 原文 → 改写文 + 变更说明
alt 点击"替换"
User->>TAP: 点击"替换"
TAP->>RB: emit('replace', rewritten_text)
RB->>RB: 用 rewritten_text 替换选中区域
RB->>TAP: visible = false
else 点击"取消"或外部
User->>TAP: 点击取消
TAP->>RB: emit('cancel')
RB->>TAP: visible = false
end
%% ==========================================================================
%% 4.3 文字润色
%% ==========================================================================
sequenceDiagram
participant User as 坐席
participant RB as ReplyBox.vue
participant PP as PolishPanel.vue
participant Cmp as useAiAssist.ts
participant API as wingman.ts
participant BE as wingman.py<br/>(polish)
participant Svc as WingmanService<br/>.polish_text()
participant Dify as Dify AI
User->>RB: 点击工具栏"润色"按钮
RB->>PP: visible = true(弹出精修面板)
PP-->>User: 显示原文 + 3 个操作按钮
User->>PP: 点击"扩写"
PP->>Cmp: polishText('expand')
Cmp->>Cmp: polishLoading = true
Cmp->>API: polishText(convId, inputText, 'expand', signal)
API->>BE: POST /conversations/{id}/wingman/polish
BE->>BE: _validate_conversation()
BE->>BE: _get_recent_messages(limit=5)
BE->>Svc: polish_text(conv_id, text, 'expand', messages)
Svc->>Svc: _build_context_messages(messages, _POLISH_SYSTEM_PROMPT)
Svc->>Svc: 追加 user 消息: "对以下文字进行扩写:{text}"
Svc->>Dify: POST /chat/completions<br/>{temperature: 0.3}
Dify-->>Svc: "建议您按以下步骤操作:\n1. 退出VPN..."
Svc-->>BE: {polished_text, action, changes_summary}
BE-->>API: {code: 0, data: {...}}
API-->>Cmp: PolishResult
Cmp->>Cmp: polishResult = result
Cmp->>Cmp: polishLoading = false
Cmp->>PP: 显示左右对比(原文 | 结果)
PP-->>User: 左侧原文 | 右侧结果(可编辑)+ 变更说明
Note over User,PP: 坐席可在结果区域手动编辑
alt 点击"替换全部"
User->>PP: 编辑后点击"替换全部"
PP->>RB: emit('replace', editedText)
RB->>RB: inputText = editedText
RB->>PP: visible = false
else 切换操作
User->>PP: 点击"压缩"或"纠错"
PP->>Cmp: polishText('compress' | 'correct')
Note over Cmp,Dify: 重新调用流程
else 点击"取消"
User->>PP: 点击取消
PP->>RB: emit('cancel')
RB->>PP: visible = false
end
%% ==========================================================================
%% 4.4 智能改写
%% ==========================================================================
sequenceDiagram
participant User as 坐席
participant RB as ReplyBox.vue
participant RP as RewritePanel.vue
participant Cmp as useAiAssist.ts
participant API as wingman.ts
participant BE as wingman.py<br/>(rewrite)
participant Svc as WingmanService<br/>.rewrite_versions()
participant RAG as RAGFlow
participant Dify as Dify AI
User->>RB: 点击工具栏"改写"按钮
RB->>RP: visible = true(弹出选择面板)
RP->>Cmp: rewriteVersions()
Cmp->>Cmp: rewriteLoading = true
Cmp->>API: rewriteVersions(convId, inputText, signal)
API->>BE: POST /conversations/{id}/wingman/rewrite
BE->>BE: _validate_conversation()
BE->>BE: _get_recent_messages(limit=10)
BE->>Svc: rewrite_versions(conv_id, text, messages, generate_count=3, include_knowledge=true)
Note over Svc: 构建上下文
Svc->>Svc: _build_context_messages(messages, _REWRITE_SYSTEM_PROMPT)
par 知识库检索(并行)
Svc->>RAG: retrieval(question=当前问题, dataset_ids=默认知识库)
RAG-->>Svc: 检索到 3 个相关文档片段
Svc->>Svc: 将知识片段拼入 system prompt
and 准备 Dify 调用
Note over Svc: 等待知识检索完成
end
Svc->>Dify: POST /chat/completions<br/>{temperature: 0.6}
Dify-->>Svc: "版本1\n---\n版本2\n---\n版本3"
Svc->>Svc: 按 "---" 分割为 3 个版本
Svc->>Svc: 标注 style 和 source
Svc-->>BE: {versions: [{text, style, source}, ...]}
BE-->>API: {code: 0, data: {...}}
API-->>Cmp: RewriteResult
Cmp->>Cmp: rewriteResult = result
Cmp->>Cmp: rewriteLoading = false
Cmp->>RP: 显示 3 个版本卡片
RP-->>User: 版本1(简洁直接)/ 版本2(详细带步骤)/ 版本3(带知识库引用)
alt 选择版本 → 替换
User->>RP: 点击版本卡片 → "替换"
RP->>RB: emit('replace', versionText)
RB->>RB: inputText = versionText
RB->>RP: visible = false
else 选择版本 → 追加
User->>RP: 点击版本卡片 → "追加"
RP->>RB: emit('append', versionText)
RB->>RB: inputText += '\n' + versionText
RB->>RP: visible = false
else 点击"取消"
User->>RP: 点击取消
RP->>RB: emit('cancel')
RB->>RP: visible = false
end