mirror of
https://github.com/hicccc77/WeFlow.git
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89f3ec57f5
Introduce new configurable fields and log insights to desktop. Co-authored-by: Jason <159670257+Jasonzhu1207@users.noreply.github.com>
685 lines
26 KiB
TypeScript
685 lines
26 KiB
TypeScript
/**
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* insightService.ts
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*
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* AI 见解后台服务：
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* 1. 监听 DB 变更事件（debounce 500ms 防抖，避免开机/重连时爆发大量事件阻塞主线程）
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* 2. 沉默联系人扫描（独立 setInterval，每 4 小时一次）
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* 3. 触发后拉取真实聊天上下文（若用户授权），组装 prompt 调用单一 AI 模型
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* 4. 输出 ≤80 字见解，通过现有 showNotification 弹出右下角通知
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*
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* 设计原则：
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* - 不引入任何额外 npm 依赖，使用 Node 原生 https 模块调用 OpenAI 兼容 API
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* - 所有失败静默处理，不影响主流程
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* - 当日触发记录（sessionId + 时间列表）随 prompt 一起发送，让模型自行判断是否克制
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*/
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import https from 'https'
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import http from 'http'
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import fs from 'fs'
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import path from 'path'
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import { URL } from 'url'
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import { app } from 'electron'
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import { ConfigService } from './config'
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import { chatService, ChatSession, Message } from './chatService'
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import { showNotification } from '../windows/notificationWindow'
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// ─── 常量 ────────────────────────────────────────────────────────────────────
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/** DB 变更防抖延迟（毫秒） */
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const DB_CHANGE_DEBOUNCE_MS = 500
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/** 首次沉默扫描延迟（毫秒），避免启动期间抢占资源 */
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const SILENCE_SCAN_INITIAL_DELAY_MS = 3 * 60 * 1000
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/** 单次 API 请求超时（毫秒） */
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const API_TIMEOUT_MS = 45_000
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/** 沉默天数阈值默认值 */
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const DEFAULT_SILENCE_DAYS = 3
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// ─── 类型 ────────────────────────────────────────────────────────────────────
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interface TodayTriggerRecord {
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/** 该会话今日触发的时间戳列表（毫秒） */
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timestamps: number[]
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}
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// ─── 桌面日志 ─────────────────────────────────────────────────────────────────
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/**
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* 将日志同时输出到 console 和桌面上的 weflow-insight.log 文件。
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* 文件名带当天日期，每天自动换一个新文件，旧文件保留。
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*/
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function insightLog(level: 'INFO' | 'WARN' | 'ERROR', message: string): void {
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const now = new Date()
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const dateStr = now.toLocaleDateString('zh-CN', { year: 'numeric', month: '2-digit', day: '2-digit' }).replace(/\//g, '-')
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const timeStr = now.toLocaleTimeString('zh-CN', { hour12: false })
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const line = `[${dateStr} ${timeStr}] [${level}] ${message}\n`
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// 同步到 console
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if (level === 'ERROR' || level === 'WARN') {
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console.warn(`[InsightService] ${message}`)
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} else {
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console.log(`[InsightService] ${message}`)
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}
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// 写入桌面日志文件
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try {
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const desktopPath = app.getPath('desktop')
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const logFile = path.join(desktopPath, `weflow-insight-${dateStr}.log`)
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fs.appendFileSync(logFile, line, 'utf-8')
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} catch {
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// 写文件失败静默处理，不影响主流程
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}
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}
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// ─── 工具函数 ─────────────────────────────────────────────────────────────────
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/**
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* 绝对拼接 baseUrl 与路径，避免 Node.js URL 相对路径陷阱。
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*
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* 例如：
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* baseUrl = "https://api.ohmygpt.com/v1"
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* path = "/chat/completions"
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* 结果为 "https://api.ohmygpt.com/v1/chat/completions"
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*
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* 如果 baseUrl 末尾没有斜杠，直接用字符串拼接（而非 new URL(path, base)），
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* 因为 new URL("chat/completions", "https://api.example.com/v1") 会错误地
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* 丢弃 v1，变成 https://api.example.com/chat/completions。
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*/
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function buildApiUrl(baseUrl: string, path: string): string {
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const base = baseUrl.replace(/\/+$/, '') // 去掉末尾斜杠
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const suffix = path.startsWith('/') ? path : `/${path}`
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return `${base}${suffix}`
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}
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function getStartOfDay(date: Date = new Date()): number {
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const d = new Date(date)
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d.setHours(0, 0, 0, 0)
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return d.getTime()
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}
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function formatTimestamp(ts: number): string {
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return new Date(ts).toLocaleTimeString('zh-CN', { hour: '2-digit', minute: '2-digit' })
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}
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/**
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* 调用 OpenAI 兼容 API（非流式），返回模型第一条消息内容。
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* 使用 Node 原生 https/http 模块，无需任何第三方 SDK。
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*/
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function callApi(
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apiBaseUrl: string,
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apiKey: string,
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model: string,
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messages: Array<{ role: string; content: string }>,
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timeoutMs: number = API_TIMEOUT_MS
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): Promise<string> {
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return new Promise((resolve, reject) => {
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const endpoint = buildApiUrl(apiBaseUrl, '/chat/completions')
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let urlObj: URL
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try {
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urlObj = new URL(endpoint)
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} catch (e) {
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reject(new Error(`无效的 API URL: ${endpoint}`))
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return
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}
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const body = JSON.stringify({
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model,
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messages,
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max_tokens: 200,
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temperature: 0.7,
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stream: false
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})
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const options = {
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hostname: urlObj.hostname,
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port: urlObj.port || (urlObj.protocol === 'https:' ? 443 : 80),
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path: urlObj.pathname + urlObj.search,
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method: 'POST' as const,
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headers: {
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'Content-Type': 'application/json',
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'Content-Length': Buffer.byteLength(body).toString(),
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Authorization: `Bearer ${apiKey}`
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}
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}
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const isHttps = urlObj.protocol === 'https:'
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const requestFn = isHttps ? https.request : http.request
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const req = requestFn(options, (res) => {
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let data = ''
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res.on('data', (chunk) => { data += chunk })
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res.on('end', () => {
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try {
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const parsed = JSON.parse(data)
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const content = parsed?.choices?.[0]?.message?.content
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if (typeof content === 'string' && content.trim()) {
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resolve(content.trim())
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} else {
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reject(new Error(`API 返回格式异常: ${data.slice(0, 200)}`))
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}
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} catch (e) {
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reject(new Error(`JSON 解析失败: ${data.slice(0, 200)}`))
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}
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})
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})
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req.setTimeout(timeoutMs, () => {
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req.destroy()
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reject(new Error('API 请求超时'))
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})
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req.on('error', (e) => reject(e))
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req.write(body)
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req.end()
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})
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}
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// ─── InsightService 主类 ──────────────────────────────────────────────────────
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class InsightService {
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private readonly config: ConfigService
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/** DB 变更防抖定时器 */
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private dbDebounceTimer: NodeJS.Timeout | null = null
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/** 沉默扫描定时器 */
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private silenceScanTimer: NodeJS.Timeout | null = null
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private silenceInitialDelayTimer: NodeJS.Timeout | null = null
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/** 是否正在处理中（防重入） */
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private processing = false
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/**
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* 当日触发记录：sessionId -> TodayTriggerRecord
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* 每天 00:00 之后自动重置（通过检查日期实现）
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*/
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private todayTriggers: Map<string, TodayTriggerRecord> = new Map()
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private todayDate = getStartOfDay()
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/**
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* 活跃分析冷却记录：sessionId -> 上次分析时间戳（毫秒）
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* 同一会话 2 小时内不重复触发活跃分析，防止 DB 频繁变更时爆量调用 API。
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*/
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private lastActivityAnalysis: Map<string, number> = new Map()
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/**
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* 跟踪每个会话上次见到的最新消息时间戳，用于判断是否有真正的新消息。
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* sessionId -> lastMessageTimestamp（秒，与微信 DB 保持一致）
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*/
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private lastSeenTimestamp: Map<string, number> = new Map()
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private started = false
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constructor() {
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this.config = ConfigService.getInstance()
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}
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// ── 公开 API ────────────────────────────────────────────────────────────────
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start(): void {
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if (this.started) return
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this.started = true
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insightLog('INFO', '已启动')
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this.scheduleSilenceScan()
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}
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stop(): void {
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this.started = false
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if (this.dbDebounceTimer !== null) {
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clearTimeout(this.dbDebounceTimer)
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this.dbDebounceTimer = null
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}
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if (this.silenceScanTimer !== null) {
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clearInterval(this.silenceScanTimer)
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this.silenceScanTimer = null
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}
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if (this.silenceInitialDelayTimer !== null) {
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clearTimeout(this.silenceInitialDelayTimer)
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this.silenceInitialDelayTimer = null
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}
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insightLog('INFO', '已停止')
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}
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/**
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* 由 main.ts 在 addDbMonitorListener 回调中调用。
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* 加入 500ms 防抖，防止开机/重连时大量事件并发阻塞主线程。
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*/
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handleDbMonitorChange(_type: string, _json: string): void {
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if (!this.started) return
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if (!this.isEnabled()) return
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if (this.dbDebounceTimer !== null) {
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clearTimeout(this.dbDebounceTimer)
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}
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this.dbDebounceTimer = setTimeout(() => {
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this.dbDebounceTimer = null
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void this.analyzeRecentActivity()
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}, DB_CHANGE_DEBOUNCE_MS)
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}
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/**
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* 测试 API 连接，返回 { success, message }。
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* 供设置页"测试连接"按钮调用。
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*/
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async testConnection(): Promise<{ success: boolean; message: string }> {
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const apiBaseUrl = this.config.get('aiInsightApiBaseUrl') as string
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const apiKey = this.config.get('aiInsightApiKey') as string
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const model = (this.config.get('aiInsightApiModel') as string) || 'gpt-4o-mini'
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if (!apiBaseUrl || !apiKey) {
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return { success: false, message: '请先填写 API 地址和 API Key' }
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}
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try {
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const result = await callApi(
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apiBaseUrl,
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apiKey,
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model,
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[{ role: 'user', content: '请回复"连接成功"四个字。' }],
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15_000
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)
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return { success: true, message: `连接成功，模型回复：${result.slice(0, 50)}` }
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} catch (e) {
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return { success: false, message: `连接失败：${(e as Error).message}` }
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}
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}
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/**
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* 强制立即对最近一个私聊会话触发一次见解（忽略冷却，用于测试）。
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* 返回触发结果描述，供设置页展示。
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*/
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async triggerTest(): Promise<{ success: boolean; message: string }> {
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insightLog('INFO', '手动触发测试见解...')
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const apiBaseUrl = this.config.get('aiInsightApiBaseUrl') as string
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const apiKey = this.config.get('aiInsightApiKey') as string
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if (!apiBaseUrl || !apiKey) {
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return { success: false, message: '请先填写 API 地址和 Key' }
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}
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try {
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const connectResult = await chatService.connect()
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if (!connectResult.success) {
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return { success: false, message: '数据库连接失败，请先在"数据库连接"页完成配置' }
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}
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const sessionsResult = await chatService.getSessions()
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if (!sessionsResult.success || !sessionsResult.sessions || sessionsResult.sessions.length === 0) {
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return { success: false, message: '未找到任何会话，请确认数据库已正确连接' }
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}
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// 找第一个允许的私聊
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const session = (sessionsResult.sessions as ChatSession[]).find((s) => {
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const id = s.username?.trim() || ''
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return id && !id.endsWith('@chatroom') && !id.toLowerCase().includes('placeholder') && this.isSessionAllowed(id)
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})
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if (!session) {
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return { success: false, message: '未找到任何私聊会话（若已启用白名单，请检查是否有勾选的私聊）' }
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}
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const sessionId = session.username?.trim() || ''
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const displayName = session.displayName || sessionId
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insightLog('INFO', `测试目标会话：${displayName} (${sessionId})`)
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await this.generateInsightForSession({
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sessionId,
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displayName,
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triggerReason: 'activity'
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})
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return { success: true, message: `已向「${displayName}」发送测试见解，请查看右下角弹窗` }
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} catch (e) {
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return { success: false, message: `测试失败：${(e as Error).message}` }
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}
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}
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/** 获取今日触发统计（供设置页展示） */
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getTodayStats(): { sessionId: string; count: number; times: string[] }[] {
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this.resetIfNewDay()
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const result: { sessionId: string; count: number; times: string[] }[] = []
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for (const [sessionId, record] of this.todayTriggers.entries()) {
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result.push({
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sessionId,
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count: record.timestamps.length,
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times: record.timestamps.map(formatTimestamp)
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})
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}
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return result
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}
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// ── 私有方法 ────────────────────────────────────────────────────────────────
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private isEnabled(): boolean {
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return this.config.get('aiInsightEnabled') === true
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}
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/**
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* 判断某个会话是否允许触发见解。
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* 若白名单未启用，则所有私聊会话均允许；
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* 若白名单已启用，则只有在白名单中的会话才允许。
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*/
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private isSessionAllowed(sessionId: string): boolean {
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const whitelistEnabled = this.config.get('aiInsightWhitelistEnabled') as boolean
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if (!whitelistEnabled) return true
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const whitelist = (this.config.get('aiInsightWhitelist') as string[]) || []
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return whitelist.includes(sessionId)
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}
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private resetIfNewDay(): void {
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const todayStart = getStartOfDay()
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if (todayStart > this.todayDate) {
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this.todayDate = todayStart
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this.todayTriggers.clear()
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}
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}
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/**
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* 记录触发并返回该会话今日所有触发时间（用于组装 prompt）。
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*/
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private recordTrigger(sessionId: string): string[] {
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this.resetIfNewDay()
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const existing = this.todayTriggers.get(sessionId) ?? { timestamps: [] }
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existing.timestamps.push(Date.now())
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this.todayTriggers.set(sessionId, existing)
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return existing.timestamps.map(formatTimestamp)
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}
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/**
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* 获取今日全局已触发次数（所有会话合计），用于 prompt 中告知模型全局上下文。
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*/
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private getTodayTotalTriggerCount(): number {
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this.resetIfNewDay()
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let total = 0
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for (const record of this.todayTriggers.values()) {
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total += record.timestamps.length
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}
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return total
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}
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// ── 沉默联系人扫描 ──────────────────────────────────────────────────────────
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private scheduleSilenceScan(): void {
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this.silenceInitialDelayTimer = setTimeout(() => {
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void this.runSilenceScan()
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// 每次扫描完毕后重新读取间隔配置，允许用户动态调整不需要重启
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const scheduleNext = () => {
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const intervalHours = (this.config.get('aiInsightScanIntervalHours') as number) || 4
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const intervalMs = Math.max(0.1, intervalHours) * 60 * 60 * 1000
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insightLog('INFO', `下次沉默扫描将在 ${intervalHours} 小时后执行`)
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this.silenceScanTimer = setTimeout(() => {
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void this.runSilenceScan().then(scheduleNext)
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}, intervalMs)
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}
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scheduleNext()
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}, SILENCE_SCAN_INITIAL_DELAY_MS)
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}
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private async runSilenceScan(): Promise<void> {
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if (!this.isEnabled()) {
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insightLog('INFO', '沉默扫描：AI 见解未启用，跳过')
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return
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}
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if (this.processing) {
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insightLog('INFO', '沉默扫描：正在处理中，跳过本次')
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return
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}
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this.processing = true
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insightLog('INFO', '开始沉默联系人扫描...')
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try {
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const silenceDays = (this.config.get('aiInsightSilenceDays') as number) || DEFAULT_SILENCE_DAYS
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const thresholdMs = silenceDays * 24 * 60 * 60 * 1000
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const now = Date.now()
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insightLog('INFO', `沉默阈值：${silenceDays} 天`)
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const connectResult = await chatService.connect()
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if (!connectResult.success) {
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insightLog('WARN', '数据库连接失败，跳过沉默扫描')
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return
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}
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const sessionsResult = await chatService.getSessions()
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if (!sessionsResult.success || !sessionsResult.sessions) {
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insightLog('WARN', '获取会话列表失败')
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return
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}
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const sessions: ChatSession[] = sessionsResult.sessions
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insightLog('INFO', `共 ${sessions.length} 个会话，开始过滤...`)
|
||
|
||
let silentCount = 0
|
||
for (const session of sessions) {
|
||
const sessionId = session.username?.trim() || ''
|
||
if (!sessionId || sessionId.endsWith('@chatroom')) continue
|
||
if (sessionId.toLowerCase().includes('placeholder')) continue
|
||
if (!this.isSessionAllowed(sessionId)) continue
|
||
|
||
const lastTimestamp = (session.lastTimestamp || 0) * 1000
|
||
if (!lastTimestamp || lastTimestamp <= 0) continue
|
||
|
||
const silentMs = now - lastTimestamp
|
||
if (silentMs < thresholdMs) continue
|
||
|
||
silentCount++
|
||
const silentDays = Math.floor(silentMs / (24 * 60 * 60 * 1000))
|
||
insightLog('INFO', `发现沉默联系人：${session.displayName || sessionId}，已沉默 ${silentDays} 天`)
|
||
|
||
await this.generateInsightForSession({
|
||
sessionId,
|
||
displayName: session.displayName || session.username,
|
||
triggerReason: 'silence',
|
||
silentDays
|
||
})
|
||
}
|
||
insightLog('INFO', `沉默扫描完成，共发现 ${silentCount} 个沉默联系人`)
|
||
} catch (e) {
|
||
insightLog('ERROR', `沉默扫描出错: ${(e as Error).message}`)
|
||
} finally {
|
||
this.processing = false
|
||
}
|
||
}
|
||
|
||
// ── 活跃会话分析 ────────────────────────────────────────────────────────────
|
||
|
||
/**
|
||
* 在 DB 变更防抖后执行，分析最近活跃的会话。
|
||
*
|
||
* 触发条件（必须同时满足）：
|
||
* 1. 会话有真正的新消息（lastTimestamp 比上次见到的更新）
|
||
* 2. 该会话距上次活跃分析已超过 2 小时冷却期
|
||
*/
|
||
private async analyzeRecentActivity(): Promise<void> {
|
||
if (!this.isEnabled()) return
|
||
if (this.processing) return
|
||
|
||
this.processing = true
|
||
insightLog('INFO', 'DB 变更防抖触发，开始活跃分析...')
|
||
try {
|
||
const connectResult = await chatService.connect()
|
||
if (!connectResult.success) {
|
||
insightLog('WARN', '数据库连接失败，跳过活跃分析')
|
||
return
|
||
}
|
||
|
||
const sessionsResult = await chatService.getSessions()
|
||
if (!sessionsResult.success || !sessionsResult.sessions) {
|
||
insightLog('WARN', '获取会话列表失败')
|
||
return
|
||
}
|
||
|
||
const sessions: ChatSession[] = sessionsResult.sessions
|
||
const now = Date.now()
|
||
|
||
// 从 config 读取冷却分钟数（0 = 无冷却）
|
||
const cooldownMinutes = (this.config.get('aiInsightCooldownMinutes') as number) ?? 120
|
||
const cooldownMs = cooldownMinutes * 60 * 1000
|
||
|
||
const privateSessions = sessions.filter((s) => {
|
||
const id = s.username?.trim() || ''
|
||
return id && !id.endsWith('@chatroom') && !id.toLowerCase().includes('placeholder') && this.isSessionAllowed(id)
|
||
})
|
||
|
||
insightLog('INFO', `筛选到 ${privateSessions.length} 个私聊会话（白名单过滤后），冷却期 ${cooldownMinutes} 分钟`)
|
||
|
||
let triggeredCount = 0
|
||
for (const session of privateSessions.slice(0, 10)) {
|
||
const sessionId = session.username?.trim() || ''
|
||
if (!sessionId) continue
|
||
|
||
const currentTimestamp = session.lastTimestamp || 0
|
||
const lastSeen = this.lastSeenTimestamp.get(sessionId) ?? 0
|
||
|
||
// 检查是否有真正的新消息
|
||
if (currentTimestamp <= lastSeen) {
|
||
continue
|
||
}
|
||
|
||
// 更新已见时间戳
|
||
this.lastSeenTimestamp.set(sessionId, currentTimestamp)
|
||
|
||
// 检查冷却期（0 分钟 = 无冷却，直接通过）
|
||
if (cooldownMs > 0) {
|
||
const lastAnalysis = this.lastActivityAnalysis.get(sessionId) ?? 0
|
||
const cooldownRemaining = cooldownMs - (now - lastAnalysis)
|
||
if (cooldownRemaining > 0) {
|
||
insightLog('INFO', `${session.displayName || sessionId} 冷却中，还需 ${Math.ceil(cooldownRemaining / 60000)} 分钟`)
|
||
continue
|
||
}
|
||
}
|
||
|
||
insightLog('INFO', `${session.displayName || sessionId} 有新消息，准备生成见解...`)
|
||
this.lastActivityAnalysis.set(sessionId, now)
|
||
|
||
await this.generateInsightForSession({
|
||
sessionId,
|
||
displayName: session.displayName || session.username,
|
||
triggerReason: 'activity'
|
||
})
|
||
triggeredCount++
|
||
|
||
break // 每次最多处理 1 个会话
|
||
}
|
||
|
||
if (triggeredCount === 0) {
|
||
insightLog('INFO', '活跃分析完成，无会话触发见解')
|
||
}
|
||
} catch (e) {
|
||
insightLog('ERROR', `活跃分析出错: ${(e as Error).message}`)
|
||
} finally {
|
||
this.processing = false
|
||
}
|
||
}
|
||
|
||
// ── 核心见解生成 ────────────────────────────────────────────────────────────
|
||
|
||
private async generateInsightForSession(params: {
|
||
sessionId: string
|
||
displayName: string
|
||
triggerReason: 'activity' | 'silence'
|
||
silentDays?: number
|
||
}): Promise<void> {
|
||
const { sessionId, displayName, triggerReason, silentDays } = params
|
||
if (!sessionId) return
|
||
|
||
const apiBaseUrl = this.config.get('aiInsightApiBaseUrl') as string
|
||
const apiKey = this.config.get('aiInsightApiKey') as string
|
||
const model = (this.config.get('aiInsightApiModel') as string) || 'gpt-4o-mini'
|
||
const allowContext = this.config.get('aiInsightAllowContext') as boolean
|
||
const contextCount = (this.config.get('aiInsightContextCount') as number) || 40
|
||
|
||
insightLog('INFO', `generateInsightForSession: sessionId=${sessionId}, reason=${triggerReason}, contextCount=${contextCount}, api=${apiBaseUrl ? '已配置' : '未配置'}`)
|
||
|
||
if (!apiBaseUrl || !apiKey) {
|
||
insightLog('WARN', 'API 地址或 Key 未配置，跳过见解生成')
|
||
return
|
||
}
|
||
|
||
// ── 构建 prompt ─────────────<E29480><E29480><EFBFBD>────────────────────────────────────────────
|
||
|
||
// 今日触发统计（让模型具备时间与克制感）
|
||
const sessionTriggerTimes = this.recordTrigger(sessionId)
|
||
const totalTodayTriggers = this.getTodayTotalTriggerCount()
|
||
|
||
let contextSection = ''
|
||
if (allowContext) {
|
||
try {
|
||
const msgsResult = await chatService.getLatestMessages(sessionId, contextCount)
|
||
if (msgsResult.success && msgsResult.messages && msgsResult.messages.length > 0) {
|
||
const messages: Message[] = msgsResult.messages
|
||
const msgLines = messages.map((m) => {
|
||
const sender = m.isSend === 1 ? '我' : (displayName || sessionId)
|
||
const content = m.rawContent || m.parsedContent || '[非文字消息]'
|
||
const time = new Date(Number(m.createTime) * 1000).toLocaleString('zh-CN')
|
||
return `[${time}] ${sender}：${content}`
|
||
})
|
||
contextSection = `\n\n近期对话记录（最近 ${msgLines.length} 条）：\n${msgLines.join('\n')}`
|
||
insightLog('INFO', `已加载 ${msgLines.length} 条上下文消息`)
|
||
}
|
||
} catch (e) {
|
||
insightLog('WARN', `拉取上下文失败: ${(e as Error).message}`)
|
||
}
|
||
}
|
||
} catch (e) {
|
||
console.warn('[InsightService] 拉取上下文失败:', e)
|
||
}
|
||
}
|
||
|
||
const triggerDesc =
|
||
triggerReason === 'silence'
|
||
? `你已经 ${silentDays} 天没有和「${displayName}」聊天了。`
|
||
: `你最近和「${displayName}」有新的聊天动态。`
|
||
|
||
const todayStatsDesc =
|
||
sessionTriggerTimes.length > 1
|
||
? `今天你已经针对「${displayName}」收到过 ${sessionTriggerTimes.length - 1} 条见解（时间：${sessionTriggerTimes.slice(0, -1).join('、')}），请适当克制，避免过度打扰。`
|
||
: `今天你还没有针对「${displayName}」发出过见解。`
|
||
|
||
const globalStatsDesc = `今天全部联系人合计已触发 ${totalTodayTriggers} 条见解。`
|
||
|
||
const systemPrompt = `你是用户的私人关系观察助手，名叫"见解"。你的任务是：
|
||
1. 根据提供的聊天上下文（如有），给出真正有洞察力、有价值的简短见解或建议。
|
||
2. 严格控制输出在 80 字以内，直接、具体、一针见血。不要废话，不要寒暄。
|
||
3. ${todayStatsDesc} ${globalStatsDesc} 如果今日触发已经较多，请考虑是否真的有必要此时发出。若没有新意，可以直接回复"SKIP"表示跳过。
|
||
4. 若提供了聊天记录，请基于真实内容分析，而非泛泛而谈。
|
||
5. 输出纯文本，不使用 Markdown 格式符号。`
|
||
|
||
const userPrompt = `触发原因：${triggerDesc}${contextSection}
|
||
|
||
请给出你的见解（≤80字）或回复 SKIP 跳过：`
|
||
|
||
const endpoint = buildApiUrl(apiBaseUrl, '/chat/completions')
|
||
insightLog('INFO', `准备调用 API: ${endpoint}，模型: ${model}`)
|
||
|
||
try {
|
||
const result = await callApi(
|
||
apiBaseUrl,
|
||
apiKey,
|
||
model,
|
||
[
|
||
{ role: 'system', content: systemPrompt },
|
||
{ role: 'user', content: userPrompt }
|
||
]
|
||
)
|
||
|
||
insightLog('INFO', `API 返回原文: ${result.slice(0, 150)}`)
|
||
|
||
// 模型主动选择跳过
|
||
if (result.trim().toUpperCase() === 'SKIP' || result.trim().startsWith('SKIP')) {
|
||
insightLog('INFO', `模型选择跳过 ${displayName}`)
|
||
return
|
||
}
|
||
|
||
const insight = result.slice(0, 120)
|
||
|
||
insightLog('INFO', `推送通知 → ${displayName}: ${insight}`)
|
||
await showNotification({
|
||
sessionId,
|
||
sourceName: `见解 · ${displayName}`,
|
||
content: insight,
|
||
isInsight: true
|
||
})
|
||
|
||
insightLog('INFO', `已为 ${displayName} 推送见解`)
|
||
} catch (e) {
|
||
insightLog('ERROR', `API 调用失败 (${displayName}): ${(e as Error).message}`)
|
||
}
|
||
}
|
||
}
|
||
|
||
export const insightService = new InsightService()
|