bigwo/test2/server/services/contextKeywordTracker.js

/**
 * 零 LLM 上下文关键词追踪器
 * 记忆最近的产品/主题关键词，用于追问理解
 */

class ContextKeywordTracker {
  constructor() {
    this.sessionKeywords = new Map();
    this.TTL = 30 * 60 * 1000;
    this.MAX_KEYWORDS = 8;
    this.keywordPatterns = [
      /(一成系统|Ai众享|AI众享|数字化工作室|盛咖学愿|数字化运营|数字化经营|数字化营销|数字化创业|数字化事业)/gi,
      /(PM-FitLine|PM细胞营养素|细胞营养素|德国PM|PM公司)/gi,
      /(小红产品|大白产品|小白产品|Activize Oxyplus|Activize|Basics|Restorate|儿童倍适|Basic Power|CitrusCare|NutriSunny|Omega)/gi,
      /(肽美|艾特维|德丽|德维|宝丽|美固健|葡萄籽|白藜芦醇|益生菌|胶原蛋白肽|Q10)/gi,
      /(NTC营养保送系统|火炉原理|阿育吠陀|招商|加盟|代理|事业机会|招商加盟|合作加盟|事业合作)/gi,
    ];
    this.cleanupTimer = setInterval(() => this.cleanup(), this.TTL);
    if (typeof this.cleanupTimer.unref === 'function') {
      this.cleanupTimer.unref();
    }
  }

  extractKeywords(text) {
    const keywords = [];
    const normalized = String(text || '').trim();
    if (!normalized) {
      return keywords;
    }

    for (const pattern of this.keywordPatterns) {
      const matches = normalized.match(pattern);
      if (matches && matches.length > 0) {
        keywords.push(...matches);
      }
    }

    const deduped = [];
    for (const keyword of keywords) {
      const normalizedKeyword = String(keyword || '').trim();
      if (!normalizedKeyword) {
        continue;
      }
      if (!deduped.some((item) => item.toLowerCase() === normalizedKeyword.toLowerCase())) {
        deduped.push(normalizedKeyword);
      }
    }
    return deduped;
  }

  mergeKeywords(existing, incoming) {
    const merged = Array.isArray(existing) ? [...existing] : [];
    for (const keyword of Array.isArray(incoming) ? incoming : []) {
      const normalizedKeyword = String(keyword || '').trim();
      if (!normalizedKeyword) {
        continue;
      }
      const existingIndex = merged.findIndex((item) => String(item || '').toLowerCase() === normalizedKeyword.toLowerCase());
      if (existingIndex >= 0) {
        merged.splice(existingIndex, 1);
      }
      merged.push(normalizedKeyword);
    }
    return merged.slice(-this.MAX_KEYWORDS);
  }

  updateSession(sessionId, text) {
    if (!sessionId) {
      return;
    }
    const keywords = this.extractKeywords(text);
    if (keywords.length > 0) {
      const existing = this.sessionKeywords.get(sessionId)?.keywords || [];
      const merged = this.mergeKeywords(existing, keywords);
      this.sessionKeywords.set(sessionId, {
        keywords: merged,
        lastUpdate: Date.now(),
      });
    }
  }

  getSessionKeywords(sessionId) {
    const data = this.sessionKeywords.get(sessionId);
    if (!data) return [];
    if (Date.now() - data.lastUpdate > this.TTL) {
      this.sessionKeywords.delete(sessionId);
      return [];
    }
    return data.keywords;
  }

  enrichQueryWithContext(sessionId, query) {
    const normalized = (query || '').trim();
    const keywords = this.getSessionKeywords(sessionId);

    if (keywords.length === 0) {
      return normalized;
    }

    const isSimpleFollowUp = /^(这个|那个|它|该|这款|那款|详细|继续|怎么|为什么|适合谁|什么意思|怎么吃|怎么用|功效|成分|多少钱|哪里买|价格|副作用|正规吗|地址|电话|联系方式|区别|哪个好)/i.test(normalized);

    if (isSimpleFollowUp) {
      const keywordStr = keywords.slice(-3).join(' ');
      console.log(`[ContextTracker] Enriching: "${normalized}" + "${keywordStr}"`);
      return `${keywordStr} ${normalized}`;
    }

    return normalized;
  }

  cleanup() {
    const now = Date.now();
    for (const [sessionId, data] of this.sessionKeywords) {
      if (now - data.lastUpdate > this.TTL) {
        this.sessionKeywords.delete(sessionId);
      }
    }
  }
}

module.exports = new ContextKeywordTracker();