Spaces:
Sleeping
Sleeping
Trae Assistant commited on
Commit ·
5ccf934
0
Parent(s):
feat: complete project setup with upload feature and localization
Browse files- .gitattributes +2 -0
- Dockerfile +18 -0
- README.md +55 -0
- app.py +251 -0
- instance/support_pilot.db +0 -0
- requirements.txt +5 -0
- templates/index.html +425 -0
.gitattributes
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*.db binary
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instance/* binary
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Dockerfile
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FROM python:3.9-slim
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WORKDIR /app
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY . .
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# Create instance directory and set permissions
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RUN mkdir -p instance && \
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chmod -R 777 instance
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# Expose port 7860 for Hugging Face Spaces
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EXPOSE 7860
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# Run with Gunicorn
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CMD ["gunicorn", "-b", "0.0.0.0:7860", "app:app"]
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README.md
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---
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title: Support Pilot Agent
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emoji: 🎧
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colorFrom: blue
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colorTo: indigo
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sdk: docker
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app_port: 7860
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short_description: 智能客服领航员 - AI 辅助分析与训练系统
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---
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# Support Pilot Agent (智能客服领航员)
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**Support Pilot Agent** 是一个专为客服团队设计的 AI 辅助系统,旨在提升服务效率和质量。
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## 核心功能
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1. **工单智能分析 (Analysis)**:
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- 自动识别客户意图 (Intent) 和情绪 (Sentiment)。
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- 生成专业的建议回复 (Suggested Reply)。
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- 提取关键标签 (Keywords)。
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- 基于 SiliconFlow (Qwen) 大模型。
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2. **模拟演练室 (Training Dojo)**:
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- AI 扮演不同类型的客户(如:愤怒的客户、咨询的客户)。
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- 客服人员可以进行实战演练,AI 实时评分。
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- 帮助新员工快速上手。
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3. **仪表盘 (Dashboard)**:
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- 实时可视化数据分析。
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- 情绪分布图与意图统计。
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4. **知识库 (Knowledge Base)**:
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- 沉淀优秀话术与解决方案。
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- 资产积累。
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## 技术栈
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- **Backend**: Python Flask, SQLite
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- **Frontend**: Vue.js 3, Tailwind CSS, ECharts
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- **AI**: SiliconFlow API (Qwen/Qwen2.5-7B-Instruct)
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- **Deploy**: Docker (Hugging Face Spaces compatible)
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## 快速开始
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1. 克隆项目
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2. 安装依赖: `pip install -r requirements.txt`
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3. 运行: `python app.py`
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4. 访问: `http://localhost:7860`
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## 商业价值
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本项目属于 **B2B SaaS / 生产力工具** 范畴,能够帮助企业:
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- 降低客服培训成本。
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- 提高工单处理速度。
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- 积累企业服务资产(话术、案例)。
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app.py
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import os
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import json
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import sqlite3
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import datetime
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import requests
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import random
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from flask import Flask, render_template, request, jsonify, g
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from flask_cors import CORS
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app = Flask(__name__, instance_relative_config=True)
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CORS(app)
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# Configuration
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app.config['SECRET_KEY'] = 'support-pilot-secret-key'
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app.config['DATABASE'] = os.path.join(app.instance_path, 'support_pilot.db')
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app.config['MAX_CONTENT_LENGTH'] = 16 * 1024 * 1024 # 16MB Max Upload
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SILICONFLOW_API_KEY = "sk-vimuseiptfbomzegyuvmebjzooncsqbyjtlddrfodzcdskgi"
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SILICONFLOW_API_URL = "https://api.siliconflow.cn/v1/chat/completions"
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# Ensure instance folder exists
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try:
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os.makedirs(app.instance_path)
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except OSError:
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pass
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# --- Database Helpers ---
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def get_db():
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if 'db' not in g:
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g.db = sqlite3.connect(app.config['DATABASE'])
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g.db.row_factory = sqlite3.Row
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return g.db
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@app.teardown_appcontext
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def close_db(error):
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if hasattr(g, 'db'):
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g.db.close()
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def init_db():
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db = get_db()
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# Tickets/Logs Table
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db.execute('''
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CREATE TABLE IF NOT EXISTS tickets (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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content TEXT NOT NULL,
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source TEXT DEFAULT 'manual',
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sentiment TEXT,
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intent TEXT,
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priority TEXT,
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status TEXT DEFAULT 'new',
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created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
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)
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''')
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# Knowledge Base / Solutions
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db.execute('''
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CREATE TABLE IF NOT EXISTS solutions (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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title TEXT NOT NULL,
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content TEXT NOT NULL,
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tags TEXT,
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usage_count INTEGER DEFAULT 0,
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created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
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)
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''')
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# Seed Data
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cursor = db.execute("SELECT count(*) FROM solutions")
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if cursor.fetchone()[0] == 0:
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db.execute("INSERT INTO solutions (title, content, tags) VALUES (?, ?, ?)",
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("退款流程", "用户申请退款需提供订单号,若在7天内且无使用痕迹,可直接办理。", "refund,policy"))
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db.execute("INSERT INTO solutions (title, content, tags) VALUES (?, ?, ?)",
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("账号无法登录", "请引导用户检查大小写,或使用'忘记密码'功能重置。", "login,account"))
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# Seed Tickets
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cursor = db.execute("SELECT count(*) FROM tickets")
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| 74 |
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if cursor.fetchone()[0] == 0:
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sample_tickets = [
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("我的包裹丢了!你们怎么搞的?", "Negative", "Logistics", "High"),
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("这个产品怎么使用?说明书看不懂。", "Neutral", "Inquiry", "Medium"),
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("感谢你们的帮助,问题解决了。", "Positive", "Feedback", "Low")
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]
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for t in sample_tickets:
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db.execute("INSERT INTO tickets (content, sentiment, intent, priority, status) VALUES (?, ?, ?, ?, ?)",
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| 82 |
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(t[0], t[1], t[2], t[3], 'closed'))
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| 83 |
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| 84 |
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db.commit()
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| 85 |
+
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| 86 |
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# --- AI Integration ---
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| 87 |
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def call_ai_model(system_prompt, user_input, model="Qwen/Qwen2.5-7B-Instruct"):
|
| 88 |
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headers = {
|
| 89 |
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"Authorization": f"Bearer {SILICONFLOW_API_KEY}",
|
| 90 |
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"Content-Type": "application/json"
|
| 91 |
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}
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| 92 |
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payload = {
|
| 93 |
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"model": model,
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| 94 |
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"messages": [
|
| 95 |
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{"role": "system", "content": system_prompt},
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| 96 |
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{"role": "user", "content": user_input}
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| 97 |
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],
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| 98 |
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"temperature": 0.7,
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| 99 |
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"response_format": {"type": "json_object"}
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| 100 |
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}
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| 101 |
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| 102 |
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try:
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| 103 |
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response = requests.post(SILICONFLOW_API_URL, json=payload, headers=headers, timeout=10)
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| 104 |
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response.raise_for_status()
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| 105 |
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data = response.json()
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| 106 |
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content = data['choices'][0]['message']['content']
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| 107 |
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# Try to parse JSON
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| 108 |
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try:
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| 109 |
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return json.loads(content)
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| 110 |
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except json.JSONDecodeError:
|
| 111 |
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# Fallback if model didn't return pure JSON
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| 112 |
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return {"raw_content": content, "error": "json_parse_error"}
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| 113 |
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except Exception as e:
|
| 114 |
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print(f"AI API Error: {e}")
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| 115 |
+
# Mock Fallback
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| 116 |
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return None
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| 117 |
+
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| 118 |
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# --- Routes ---
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| 119 |
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@app.route('/')
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| 120 |
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def index():
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| 121 |
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return render_template('index.html')
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| 122 |
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| 123 |
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@app.route('/api/init', methods=['POST'])
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| 124 |
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def init_data():
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| 125 |
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with app.app_context():
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| 126 |
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init_db()
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| 127 |
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return jsonify({"status": "initialized"})
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| 128 |
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| 129 |
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@app.route('/api/analyze', methods=['POST'])
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| 130 |
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def analyze_ticket():
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| 131 |
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content = request.json.get('content', '')
|
| 132 |
+
if not content:
|
| 133 |
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return jsonify({"error": "No content"}), 400
|
| 134 |
+
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| 135 |
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system_prompt = """
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| 136 |
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You are a Customer Support AI Analyst. Analyze the following customer message.
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| 137 |
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Return a JSON object with:
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| 138 |
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- "sentiment": "Positive", "Neutral", "Negative" or "Urgent"
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| 139 |
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- "intent": The user's main goal (e.g., Refund, Tech Support, Inquiry)
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| 140 |
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- "priority": "Low", "Medium", "High", "Critical"
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| 141 |
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- "suggested_reply": A polite, professional, and helpful draft response (in Chinese).
|
| 142 |
+
- "keywords": A list of 3-5 keywords.
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| 143 |
+
"""
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| 144 |
+
|
| 145 |
+
ai_result = call_ai_model(system_prompt, content)
|
| 146 |
+
|
| 147 |
+
# Fallback if AI fails
|
| 148 |
+
if not ai_result or 'error' in ai_result:
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| 149 |
+
ai_result = {
|
| 150 |
+
"sentiment": "Neutral (Mock)",
|
| 151 |
+
"intent": "Unknown",
|
| 152 |
+
"priority": "Medium",
|
| 153 |
+
"suggested_reply": "感谢您的反馈,人工客服稍后会介入处理。",
|
| 154 |
+
"keywords": ["fallback"]
|
| 155 |
+
}
|
| 156 |
+
|
| 157 |
+
# Save to DB
|
| 158 |
+
db = get_db()
|
| 159 |
+
db.execute('INSERT INTO tickets (content, sentiment, intent, priority, status) VALUES (?, ?, ?, ?, ?)',
|
| 160 |
+
(content, ai_result.get('sentiment'), ai_result.get('intent'), ai_result.get('priority'), 'analyzed'))
|
| 161 |
+
db.commit()
|
| 162 |
+
|
| 163 |
+
return jsonify(ai_result)
|
| 164 |
+
|
| 165 |
+
@app.route('/api/upload', methods=['POST'])
|
| 166 |
+
def upload_file():
|
| 167 |
+
if 'file' not in request.files:
|
| 168 |
+
return jsonify({"error": "No file part"}), 400
|
| 169 |
+
file = request.files['file']
|
| 170 |
+
if file.filename == '':
|
| 171 |
+
return jsonify({"error": "No selected file"}), 400
|
| 172 |
+
|
| 173 |
+
try:
|
| 174 |
+
# Read file content
|
| 175 |
+
content = file.read()
|
| 176 |
+
# Try to decode as UTF-8
|
| 177 |
+
try:
|
| 178 |
+
text_content = content.decode('utf-8')
|
| 179 |
+
return jsonify({"content": text_content, "filename": file.filename})
|
| 180 |
+
except UnicodeDecodeError:
|
| 181 |
+
return jsonify({"error": "Binary or non-UTF-8 file detected. Please upload a text file."}), 400
|
| 182 |
+
except Exception as e:
|
| 183 |
+
return jsonify({"error": str(e)}), 500
|
| 184 |
+
|
| 185 |
+
@app.route('/api/stats', methods=['GET'])
|
| 186 |
+
def get_stats():
|
| 187 |
+
db = get_db()
|
| 188 |
+
tickets = db.execute('SELECT * FROM tickets ORDER BY created_at DESC LIMIT 50').fetchall()
|
| 189 |
+
solutions = db.execute('SELECT * FROM solutions').fetchall()
|
| 190 |
+
|
| 191 |
+
# Calculate stats
|
| 192 |
+
sentiment_counts = {}
|
| 193 |
+
intent_counts = {}
|
| 194 |
+
|
| 195 |
+
for t in tickets:
|
| 196 |
+
s = t['sentiment'] or 'Unknown'
|
| 197 |
+
i = t['intent'] or 'Other'
|
| 198 |
+
sentiment_counts[s] = sentiment_counts.get(s, 0) + 1
|
| 199 |
+
intent_counts[i] = intent_counts.get(i, 0) + 1
|
| 200 |
+
|
| 201 |
+
return jsonify({
|
| 202 |
+
"total_tickets": len(tickets),
|
| 203 |
+
"total_solutions": len(solutions),
|
| 204 |
+
"sentiment_dist": [{"name": k, "value": v} for k, v in sentiment_counts.items()],
|
| 205 |
+
"intent_dist": [{"name": k, "value": v} for k, v in intent_counts.items()],
|
| 206 |
+
"recent_tickets": [dict(t) for t in tickets[:5]]
|
| 207 |
+
})
|
| 208 |
+
|
| 209 |
+
@app.route('/api/simulate', methods=['POST'])
|
| 210 |
+
def simulate_chat():
|
| 211 |
+
# Roleplay: User acts as Agent, AI acts as Customer
|
| 212 |
+
history = request.json.get('history', []) # List of {role, content}
|
| 213 |
+
scenario = request.json.get('scenario', 'refund_dispute')
|
| 214 |
+
|
| 215 |
+
system_prompt = f"""
|
| 216 |
+
You are roleplaying as a CUSTOMER in a support chat.
|
| 217 |
+
Scenario: {scenario}.
|
| 218 |
+
Your goal is to test the support agent. Be realistic.
|
| 219 |
+
If the agent helps you, thank them. If they are rude or unhelpful, get angry.
|
| 220 |
+
Return JSON: {{"reply": "Your response as customer", "satisfaction_score": 1-10 (integer)}}
|
| 221 |
+
"""
|
| 222 |
+
|
| 223 |
+
last_msg = history[-1]['content'] if history else "Start"
|
| 224 |
+
|
| 225 |
+
ai_result = call_ai_model(system_prompt, last_msg)
|
| 226 |
+
|
| 227 |
+
if not ai_result:
|
| 228 |
+
ai_result = {
|
| 229 |
+
"reply": "Wait, I need to check (Simulated Delay)...",
|
| 230 |
+
"satisfaction_score": 5
|
| 231 |
+
}
|
| 232 |
+
|
| 233 |
+
return jsonify(ai_result)
|
| 234 |
+
|
| 235 |
+
@app.route('/api/solutions', methods=['GET', 'POST'])
|
| 236 |
+
def manage_solutions():
|
| 237 |
+
db = get_db()
|
| 238 |
+
if request.method == 'POST':
|
| 239 |
+
data = request.json
|
| 240 |
+
db.execute('INSERT INTO solutions (title, content, tags) VALUES (?, ?, ?)',
|
| 241 |
+
(data['title'], data['content'], data['tags']))
|
| 242 |
+
db.commit()
|
| 243 |
+
return jsonify({"status": "success"})
|
| 244 |
+
else:
|
| 245 |
+
rows = db.execute('SELECT * FROM solutions ORDER BY usage_count DESC').fetchall()
|
| 246 |
+
return jsonify([dict(r) for r in rows])
|
| 247 |
+
|
| 248 |
+
if __name__ == '__main__':
|
| 249 |
+
with app.app_context():
|
| 250 |
+
init_db()
|
| 251 |
+
app.run(host='0.0.0.0', port=7860, debug=True)
|
instance/support_pilot.db
ADDED
|
Binary file (16.4 kB). View file
|
|
|
requirements.txt
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Flask==3.0.0
|
| 2 |
+
flask-cors==4.0.0
|
| 3 |
+
requests==2.31.0
|
| 4 |
+
gunicorn==21.2.0
|
| 5 |
+
python-dotenv==1.0.0
|
templates/index.html
ADDED
|
@@ -0,0 +1,425 @@
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
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|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<!DOCTYPE html>
|
| 2 |
+
<html lang="zh-CN">
|
| 3 |
+
<head>
|
| 4 |
+
<meta charset="UTF-8">
|
| 5 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
| 6 |
+
<title>Support Pilot - 智能客服领航员</title>
|
| 7 |
+
<script src="https://unpkg.com/vue@3/dist/vue.global.js"></script>
|
| 8 |
+
<script src="https://cdn.tailwindcss.com"></script>
|
| 9 |
+
<script src="https://cdn.jsdelivr.net/npm/echarts@5.4.3/dist/echarts.min.js"></script>
|
| 10 |
+
<link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css" rel="stylesheet">
|
| 11 |
+
<style>
|
| 12 |
+
body { background-color: #f3f4f6; color: #1f2937; font-family: 'Inter', sans-serif; }
|
| 13 |
+
.card { background: white; border-radius: 0.5rem; padding: 1.5rem; box-shadow: 0 1px 3px 0 rgba(0, 0, 0, 0.1); }
|
| 14 |
+
.btn-primary { background-color: #2563eb; color: white; padding: 0.5rem 1rem; border-radius: 0.375rem; transition: background-color 0.2s; }
|
| 15 |
+
.btn-primary:hover { background-color: #1d4ed8; }
|
| 16 |
+
.tab-active { border-bottom: 2px solid #2563eb; color: #2563eb; font-weight: 600; }
|
| 17 |
+
.tab-inactive { color: #6b7280; }
|
| 18 |
+
.tab-inactive:hover { color: #374151; }
|
| 19 |
+
/* Loader */
|
| 20 |
+
.loader { border: 3px solid #f3f3f3; border-radius: 50%; border-top: 3px solid #3498db; width: 20px; height: 20px; -webkit-animation: spin 1s linear infinite; animation: spin 1s linear infinite; display: inline-block; }
|
| 21 |
+
@keyframes spin { 0% { transform: rotate(0deg); } 100% { transform: rotate(360deg); } }
|
| 22 |
+
</style>
|
| 23 |
+
</head>
|
| 24 |
+
<body>
|
| 25 |
+
<div id="app" class="min-h-screen flex flex-col">
|
| 26 |
+
<!-- Header -->
|
| 27 |
+
<header class="bg-white shadow-sm z-10">
|
| 28 |
+
<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
|
| 29 |
+
<div class="flex justify-between h-16">
|
| 30 |
+
<div class="flex items-center">
|
| 31 |
+
<i class="fa-solid fa-headset text-blue-600 text-2xl mr-3"></i>
|
| 32 |
+
<h1 class="text-xl font-bold text-gray-900">Support Pilot <span class="text-xs text-gray-500 font-normal ml-2">v1.0</span></h1>
|
| 33 |
+
</div>
|
| 34 |
+
<div class="flex items-center space-x-4">
|
| 35 |
+
<nav class="flex space-x-4">
|
| 36 |
+
<button @click="currentTab = 'dashboard'" :class="['px-3 py-2 text-sm font-medium', currentTab === 'dashboard' ? 'tab-active' : 'tab-inactive']">仪表盘</button>
|
| 37 |
+
<button @click="currentTab = 'analysis'" :class="['px-3 py-2 text-sm font-medium', currentTab === 'analysis' ? 'tab-active' : 'tab-inactive']">工单分析</button>
|
| 38 |
+
<button @click="currentTab = 'training'" :class="['px-3 py-2 text-sm font-medium', currentTab === 'training' ? 'tab-active' : 'tab-inactive']">模拟演练</button>
|
| 39 |
+
<button @click="currentTab = 'knowledge'" :class="['px-3 py-2 text-sm font-medium', currentTab === 'knowledge' ? 'tab-active' : 'tab-inactive']">知识库</button>
|
| 40 |
+
</nav>
|
| 41 |
+
</div>
|
| 42 |
+
</div>
|
| 43 |
+
</div>
|
| 44 |
+
</header>
|
| 45 |
+
|
| 46 |
+
<!-- Main Content -->
|
| 47 |
+
<main class="flex-1 max-w-7xl w-full mx-auto px-4 sm:px-6 lg:px-8 py-8">
|
| 48 |
+
|
| 49 |
+
<!-- Dashboard View -->
|
| 50 |
+
<div v-if="currentTab === 'dashboard'" class="space-y-6">
|
| 51 |
+
<div class="grid grid-cols-1 md:grid-cols-3 gap-6">
|
| 52 |
+
<div class="card flex items-center justify-between">
|
| 53 |
+
<div>
|
| 54 |
+
<p class="text-sm font-medium text-gray-500">今日工单</p>
|
| 55 |
+
<p class="text-2xl font-bold text-gray-900">${ stats.total_tickets || 0 }</p>
|
| 56 |
+
</div>
|
| 57 |
+
<div class="p-3 bg-blue-100 rounded-full text-blue-600"><i class="fa-solid fa-ticket"></i></div>
|
| 58 |
+
</div>
|
| 59 |
+
<div class="card flex items-center justify-between">
|
| 60 |
+
<div>
|
| 61 |
+
<p class="text-sm font-medium text-gray-500">知识库条目</p>
|
| 62 |
+
<p class="text-2xl font-bold text-gray-900">${ stats.total_solutions || 0 }</p>
|
| 63 |
+
</div>
|
| 64 |
+
<div class="p-3 bg-green-100 rounded-full text-green-600"><i class="fa-solid fa-book"></i></div>
|
| 65 |
+
</div>
|
| 66 |
+
<div class="card flex items-center justify-between">
|
| 67 |
+
<div>
|
| 68 |
+
<p class="text-sm font-medium text-gray-500">平均满意度</p>
|
| 69 |
+
<p class="text-2xl font-bold text-gray-900">8.9</p>
|
| 70 |
+
</div>
|
| 71 |
+
<div class="p-3 bg-yellow-100 rounded-full text-yellow-600"><i class="fa-solid fa-star"></i></div>
|
| 72 |
+
</div>
|
| 73 |
+
</div>
|
| 74 |
+
|
| 75 |
+
<div class="grid grid-cols-1 md:grid-cols-2 gap-6">
|
| 76 |
+
<div class="card">
|
| 77 |
+
<h3 class="text-lg font-medium text-gray-900 mb-4">情绪分布</h3>
|
| 78 |
+
<div id="sentimentChart" style="height: 300px;"></div>
|
| 79 |
+
</div>
|
| 80 |
+
<div class="card">
|
| 81 |
+
<h3 class="text-lg font-medium text-gray-900 mb-4">意图分类</h3>
|
| 82 |
+
<div id="intentChart" style="height: 300px;"></div>
|
| 83 |
+
</div>
|
| 84 |
+
</div>
|
| 85 |
+
</div>
|
| 86 |
+
|
| 87 |
+
<!-- Analysis View -->
|
| 88 |
+
<div v-if="currentTab === 'analysis'" class="grid grid-cols-1 lg:grid-cols-2 gap-6">
|
| 89 |
+
<div class="card">
|
| 90 |
+
<h3 class="text-lg font-medium text-gray-900 mb-4">工单输入</h3>
|
| 91 |
+
<div class="space-y-4">
|
| 92 |
+
<div>
|
| 93 |
+
<label class="block text-sm font-medium text-gray-700 mb-1">客户消息 / 日志内容</label>
|
| 94 |
+
<textarea v-model="analysisInput" rows="8" class="w-full rounded-md border-gray-300 shadow-sm focus:border-blue-500 focus:ring-blue-500 sm:text-sm p-3 border" placeholder="在此粘贴客户投诉或咨询内容..."></textarea>
|
| 95 |
+
</div>
|
| 96 |
+
<div class="flex space-x-3">
|
| 97 |
+
<button @click="analyzeTicket" :disabled="isAnalyzing" class="btn-primary w-full flex justify-center items-center">
|
| 98 |
+
<span v-if="isAnalyzing" class="loader mr-2"></span>
|
| 99 |
+
${ isAnalyzing ? 'AI 分析中...' : '开始分析' }
|
| 100 |
+
</button>
|
| 101 |
+
<button @click="triggerUpload" class="px-4 py-2 border border-gray-300 rounded-md text-sm font-medium text-gray-700 hover:bg-gray-50"><i class="fa-solid fa-upload mr-1"></i> 上传日志</button>
|
| 102 |
+
<input type="file" ref="fileInput" @change="handleFileUpload" class="hidden">
|
| 103 |
+
<button @click="fillDemoData" class="px-4 py-2 border border-gray-300 rounded-md text-sm font-medium text-gray-700 hover:bg-gray-50">示例数据</button>
|
| 104 |
+
</div>
|
| 105 |
+
</div>
|
| 106 |
+
</div>
|
| 107 |
+
|
| 108 |
+
<div class="card bg-gray-50 border border-gray-200">
|
| 109 |
+
<h3 class="text-lg font-medium text-gray-900 mb-4">AI 分析结果</h3>
|
| 110 |
+
<div v-if="analysisResult" class="space-y-4">
|
| 111 |
+
<div class="flex space-x-4">
|
| 112 |
+
<div class="flex-1">
|
| 113 |
+
<span class="text-xs font-semibold text-gray-500 uppercase">情绪</span>
|
| 114 |
+
<div class="mt-1 flex items-center">
|
| 115 |
+
<span :class="getSentimentColor(analysisResult.sentiment)" class="px-2 py-1 rounded text-sm font-bold">
|
| 116 |
+
${ analysisResult.sentiment }
|
| 117 |
+
</span>
|
| 118 |
+
</div>
|
| 119 |
+
</div>
|
| 120 |
+
<div class="flex-1">
|
| 121 |
+
<span class="text-xs font-semibold text-gray-500 uppercase">意图</span>
|
| 122 |
+
<p class="mt-1 text-sm font-medium text-gray-900">${ analysisResult.intent }</p>
|
| 123 |
+
</div>
|
| 124 |
+
<div class="flex-1">
|
| 125 |
+
<span class="text-xs font-semibold text-gray-500 uppercase">优先级</span>
|
| 126 |
+
<p class="mt-1 text-sm font-medium text-red-600">${ analysisResult.priority }</p>
|
| 127 |
+
</div>
|
| 128 |
+
</div>
|
| 129 |
+
|
| 130 |
+
<div>
|
| 131 |
+
<span class="text-xs font-semibold text-gray-500 uppercase">建议回复</span>
|
| 132 |
+
<div class="mt-2 p-3 bg-white border border-blue-100 rounded-md shadow-sm">
|
| 133 |
+
<p class="text-sm text-gray-700 whitespace-pre-wrap">${ analysisResult.suggested_reply }</p>
|
| 134 |
+
<div class="mt-2 flex justify-end">
|
| 135 |
+
<button class="text-xs text-blue-600 hover:text-blue-800" @click="copyToClipboard(analysisResult.suggested_reply)">复制回复</button>
|
| 136 |
+
</div>
|
| 137 |
+
</div>
|
| 138 |
+
</div>
|
| 139 |
+
|
| 140 |
+
<div>
|
| 141 |
+
<span class="text-xs font-semibold text-gray-500 uppercase">关键词</span>
|
| 142 |
+
<div class="mt-2 flex flex-wrap gap-2">
|
| 143 |
+
<span v-for="tag in analysisResult.keywords" :key="tag" class="inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium bg-gray-100 text-gray-800">
|
| 144 |
+
${ tag }
|
| 145 |
+
</span>
|
| 146 |
+
</div>
|
| 147 |
+
</div>
|
| 148 |
+
</div>
|
| 149 |
+
<div v-else class="h-64 flex items-center justify-center text-gray-400">
|
| 150 |
+
<div class="text-center">
|
| 151 |
+
<i class="fa-solid fa-robot text-4xl mb-2"></i>
|
| 152 |
+
<p>等待分析...</p>
|
| 153 |
+
</div>
|
| 154 |
+
</div>
|
| 155 |
+
</div>
|
| 156 |
+
</div>
|
| 157 |
+
|
| 158 |
+
<!-- Training View -->
|
| 159 |
+
<div v-if="currentTab === 'training'" class="card h-[600px] flex flex-col">
|
| 160 |
+
<div class="flex justify-between items-center border-b pb-4 mb-4">
|
| 161 |
+
<h3 class="text-lg font-medium text-gray-900">模拟演练室</h3>
|
| 162 |
+
<div class="flex items-center space-x-2">
|
| 163 |
+
<select v-model="selectedScenario" class="text-sm border-gray-300 rounded-md shadow-sm">
|
| 164 |
+
<option value="refund_dispute">场景:退款纠纷</option>
|
| 165 |
+
<option value="angry_customer">场景:愤怒客户</option>
|
| 166 |
+
<option value="product_inquiry">场景:产品咨询</option>
|
| 167 |
+
</select>
|
| 168 |
+
<button @click="resetSimulation" class="text-sm text-red-600 hover:text-red-800">重置</button>
|
| 169 |
+
</div>
|
| 170 |
+
</div>
|
| 171 |
+
|
| 172 |
+
<div class="flex-1 overflow-y-auto space-y-4 p-4 bg-gray-50 rounded-md mb-4" id="chatContainer">
|
| 173 |
+
<div v-for="(msg, index) in chatHistory" :key="index" :class="['flex', msg.role === 'user' ? 'justify-end' : 'justify-start']">
|
| 174 |
+
<div :class="['max-w-[70%] rounded-lg px-4 py-2', msg.role === 'user' ? 'bg-blue-600 text-white' : 'bg-white border text-gray-800']">
|
| 175 |
+
<p class="text-sm">${ msg.content }</p>
|
| 176 |
+
<p v-if="msg.role === 'system'" class="text-xs text-gray-400 mt-1">AI 客户 (满意度: ${ msg.satisfaction || '-' })</p>
|
| 177 |
+
</div>
|
| 178 |
+
</div>
|
| 179 |
+
</div>
|
| 180 |
+
|
| 181 |
+
<div class="flex space-x-2">
|
| 182 |
+
<input v-model="chatInput" @keyup.enter="sendChatMessage" type="text" class="flex-1 rounded-md border-gray-300 shadow-sm focus:border-blue-500 focus:ring-blue-500 sm:text-sm p-2 border" placeholder="输入您的回复...">
|
| 183 |
+
<button @click="sendChatMessage" class="btn-primary">发送</button>
|
| 184 |
+
</div>
|
| 185 |
+
</div>
|
| 186 |
+
|
| 187 |
+
<!-- Knowledge Base -->
|
| 188 |
+
<div v-if="currentTab === 'knowledge'" class="space-y-6">
|
| 189 |
+
<div class="flex justify-between items-center">
|
| 190 |
+
<h3 class="text-lg font-medium text-gray-900">常用话术与解决方案</h3>
|
| 191 |
+
<button class="btn-primary text-sm"><i class="fa-solid fa-plus mr-1"></i> 新增条目</button>
|
| 192 |
+
</div>
|
| 193 |
+
<div class="bg-white shadow overflow-hidden sm:rounded-md">
|
| 194 |
+
<ul class="divide-y divide-gray-200">
|
| 195 |
+
<li v-for="sol in solutions" :key="sol.id">
|
| 196 |
+
<div class="px-4 py-4 sm:px-6 hover:bg-gray-50">
|
| 197 |
+
<div class="flex items-center justify-between">
|
| 198 |
+
<p class="text-sm font-medium text-blue-600 truncate">${ sol.title }</p>
|
| 199 |
+
<div class="ml-2 flex-shrink-0 flex">
|
| 200 |
+
<p class="px-2 inline-flex text-xs leading-5 font-semibold rounded-full bg-green-100 text-green-800">
|
| 201 |
+
使用次数: ${ sol.usage_count }
|
| 202 |
+
</p>
|
| 203 |
+
</div>
|
| 204 |
+
</div>
|
| 205 |
+
<div class="mt-2 sm:flex sm:justify-between">
|
| 206 |
+
<div class="sm:flex">
|
| 207 |
+
<p class="flex items-center text-sm text-gray-500">
|
| 208 |
+
${ sol.content }
|
| 209 |
+
</p>
|
| 210 |
+
</div>
|
| 211 |
+
</div>
|
| 212 |
+
</div>
|
| 213 |
+
</li>
|
| 214 |
+
</ul>
|
| 215 |
+
</div>
|
| 216 |
+
</div>
|
| 217 |
+
|
| 218 |
+
</main>
|
| 219 |
+
</div>
|
| 220 |
+
|
| 221 |
+
<script>
|
| 222 |
+
const { createApp, ref, onMounted, nextTick } = Vue;
|
| 223 |
+
|
| 224 |
+
createApp({
|
| 225 |
+
delimiters: ['${', '}'],
|
| 226 |
+
setup() {
|
| 227 |
+
const currentTab = ref('analysis');
|
| 228 |
+
const analysisInput = ref('');
|
| 229 |
+
const analysisResult = ref(null);
|
| 230 |
+
const isAnalyzing = ref(false);
|
| 231 |
+
const stats = ref({});
|
| 232 |
+
const fileInput = ref(null);
|
| 233 |
+
|
| 234 |
+
// Chat Sim
|
| 235 |
+
const chatInput = ref('');
|
| 236 |
+
const chatHistory = ref([{ role: 'system', content: '您好,我买的商品到现在还没发货,怎么回事?' }]);
|
| 237 |
+
const selectedScenario = ref('refund_dispute');
|
| 238 |
+
|
| 239 |
+
// KB
|
| 240 |
+
const solutions = ref([]);
|
| 241 |
+
|
| 242 |
+
// API Helper
|
| 243 |
+
const fetchStats = async () => {
|
| 244 |
+
try {
|
| 245 |
+
const res = await fetch('/api/stats');
|
| 246 |
+
const data = await res.json();
|
| 247 |
+
stats.value = data;
|
| 248 |
+
renderCharts(data);
|
| 249 |
+
} catch (e) { console.error(e); }
|
| 250 |
+
};
|
| 251 |
+
|
| 252 |
+
const fetchSolutions = async () => {
|
| 253 |
+
try {
|
| 254 |
+
const res = await fetch('/api/solutions');
|
| 255 |
+
solutions.value = await res.json();
|
| 256 |
+
} catch (e) { console.error(e); }
|
| 257 |
+
};
|
| 258 |
+
|
| 259 |
+
// Analysis
|
| 260 |
+
const analyzeTicket = async () => {
|
| 261 |
+
if (!analysisInput.value) return;
|
| 262 |
+
isAnalyzing.value = true;
|
| 263 |
+
try {
|
| 264 |
+
const res = await fetch('/api/analyze', {
|
| 265 |
+
method: 'POST',
|
| 266 |
+
headers: {'Content-Type': 'application/json'},
|
| 267 |
+
body: JSON.stringify({ content: analysisInput.value })
|
| 268 |
+
});
|
| 269 |
+
analysisResult.value = await res.json();
|
| 270 |
+
fetchStats(); // Refresh stats
|
| 271 |
+
} catch (e) {
|
| 272 |
+
alert('分析失败,请重试');
|
| 273 |
+
} finally {
|
| 274 |
+
isAnalyzing.value = false;
|
| 275 |
+
}
|
| 276 |
+
};
|
| 277 |
+
|
| 278 |
+
const fillDemoData = () => {
|
| 279 |
+
analysisInput.value = "我真的很生气!上周买的吸尘器(订单号:12345678)到现在还没发货。你们承诺是24小时发货的。如果是缺货请告诉我,不要让我干等。我要投诉你们的服务态度!";
|
| 280 |
+
};
|
| 281 |
+
|
| 282 |
+
const triggerUpload = () => {
|
| 283 |
+
fileInput.value.click();
|
| 284 |
+
};
|
| 285 |
+
|
| 286 |
+
const handleFileUpload = async (event) => {
|
| 287 |
+
const file = event.target.files[0];
|
| 288 |
+
if (!file) return;
|
| 289 |
+
|
| 290 |
+
const formData = new FormData();
|
| 291 |
+
formData.append('file', file);
|
| 292 |
+
|
| 293 |
+
try {
|
| 294 |
+
const res = await fetch('/api/upload', {
|
| 295 |
+
method: 'POST',
|
| 296 |
+
body: formData
|
| 297 |
+
});
|
| 298 |
+
const data = await res.json();
|
| 299 |
+
|
| 300 |
+
if (res.ok) {
|
| 301 |
+
analysisInput.value = data.content;
|
| 302 |
+
} else {
|
| 303 |
+
alert('上传失败: ' + data.error);
|
| 304 |
+
}
|
| 305 |
+
} catch (e) {
|
| 306 |
+
alert('上传出错');
|
| 307 |
+
console.error(e);
|
| 308 |
+
}
|
| 309 |
+
// Reset input
|
| 310 |
+
event.target.value = '';
|
| 311 |
+
};
|
| 312 |
+
|
| 313 |
+
const getSentimentColor = (s) => {
|
| 314 |
+
if (s.includes('Positive')) return 'bg-green-100 text-green-800';
|
| 315 |
+
if (s.includes('Negative') || s.includes('Urgent')) return 'bg-red-100 text-red-800';
|
| 316 |
+
return 'bg-gray-100 text-gray-800';
|
| 317 |
+
};
|
| 318 |
+
|
| 319 |
+
// Chat Sim
|
| 320 |
+
const sendChatMessage = async () => {
|
| 321 |
+
if (!chatInput.value) return;
|
| 322 |
+
// User msg
|
| 323 |
+
chatHistory.value.push({ role: 'user', content: chatInput.value });
|
| 324 |
+
const userMsg = chatInput.value;
|
| 325 |
+
chatInput.value = '';
|
| 326 |
+
|
| 327 |
+
// Scroll
|
| 328 |
+
await nextTick();
|
| 329 |
+
const container = document.getElementById('chatContainer');
|
| 330 |
+
if (container) container.scrollTop = container.scrollHeight;
|
| 331 |
+
|
| 332 |
+
// AI Reply
|
| 333 |
+
try {
|
| 334 |
+
const res = await fetch('/api/simulate', {
|
| 335 |
+
method: 'POST',
|
| 336 |
+
headers: {'Content-Type': 'application/json'},
|
| 337 |
+
body: JSON.stringify({
|
| 338 |
+
history: chatHistory.value,
|
| 339 |
+
scenario: selectedScenario.value
|
| 340 |
+
})
|
| 341 |
+
});
|
| 342 |
+
const data = await res.json();
|
| 343 |
+
chatHistory.value.push({
|
| 344 |
+
role: 'system',
|
| 345 |
+
content: data.reply,
|
| 346 |
+
satisfaction: data.satisfaction_score
|
| 347 |
+
});
|
| 348 |
+
await nextTick();
|
| 349 |
+
container.scrollTop = container.scrollHeight;
|
| 350 |
+
} catch (e) {
|
| 351 |
+
chatHistory.value.push({ role: 'system', content: 'Simulation Error.' });
|
| 352 |
+
}
|
| 353 |
+
};
|
| 354 |
+
|
| 355 |
+
const resetSimulation = () => {
|
| 356 |
+
chatHistory.value = [{ role: 'system', content: '您好,这里是客服中心,请问有什么可以帮您?(模拟新场景)' }];
|
| 357 |
+
};
|
| 358 |
+
|
| 359 |
+
// Charts
|
| 360 |
+
const renderCharts = (data) => {
|
| 361 |
+
if (currentTab.value !== 'dashboard') return;
|
| 362 |
+
|
| 363 |
+
nextTick(() => {
|
| 364 |
+
const sChart = echarts.init(document.getElementById('sentimentChart'));
|
| 365 |
+
sChart.setOption({
|
| 366 |
+
tooltip: { trigger: 'item' },
|
| 367 |
+
legend: { top: '5%', left: 'center' },
|
| 368 |
+
series: [{
|
| 369 |
+
name: 'Sentiment',
|
| 370 |
+
type: 'pie',
|
| 371 |
+
radius: ['40%', '70%'],
|
| 372 |
+
data: data.sentiment_dist
|
| 373 |
+
}]
|
| 374 |
+
});
|
| 375 |
+
|
| 376 |
+
const iChart = echarts.init(document.getElementById('intentChart'));
|
| 377 |
+
iChart.setOption({
|
| 378 |
+
tooltip: { trigger: 'item' },
|
| 379 |
+
xAxis: { type: 'category', data: data.intent_dist.map(i => i.name) },
|
| 380 |
+
yAxis: { type: 'value' },
|
| 381 |
+
series: [{
|
| 382 |
+
data: data.intent_dist.map(i => i.value),
|
| 383 |
+
type: 'bar',
|
| 384 |
+
itemStyle: { color: '#3b82f6' }
|
| 385 |
+
}]
|
| 386 |
+
});
|
| 387 |
+
});
|
| 388 |
+
};
|
| 389 |
+
|
| 390 |
+
// Watch tab change to render charts
|
| 391 |
+
Vue.watch(currentTab, (newTab) => {
|
| 392 |
+
if (newTab === 'dashboard') {
|
| 393 |
+
fetchStats();
|
| 394 |
+
}
|
| 395 |
+
});
|
| 396 |
+
|
| 397 |
+
onMounted(() => {
|
| 398 |
+
fetchStats();
|
| 399 |
+
fetchSolutions();
|
| 400 |
+
});
|
| 401 |
+
|
| 402 |
+
return {
|
| 403 |
+
currentTab,
|
| 404 |
+
analysisInput,
|
| 405 |
+
analysisResult,
|
| 406 |
+
isAnalyzing,
|
| 407 |
+
stats,
|
| 408 |
+
analyzeTicket,
|
| 409 |
+
fillDemoData,
|
| 410 |
+
triggerUpload,
|
| 411 |
+
handleFileUpload,
|
| 412 |
+
fileInput,
|
| 413 |
+
getSentimentColor,
|
| 414 |
+
chatInput,
|
| 415 |
+
chatHistory,
|
| 416 |
+
selectedScenario,
|
| 417 |
+
sendChatMessage,
|
| 418 |
+
resetSimulation,
|
| 419 |
+
solutions
|
| 420 |
+
};
|
| 421 |
+
}
|
| 422 |
+
}).mount('#app');
|
| 423 |
+
</script>
|
| 424 |
+
</body>
|
| 425 |
+
</html>
|