Finish Systems
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nowadays0421
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{"计费":
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||||
["取消订阅或升级",
|
||||
"添加付款方式",
|
||||
"收费解释",
|
||||
"争议费用"],
|
||||
"技术支持":
|
||||
["常规故障排除",
|
||||
"设备兼容性",
|
||||
"软件更新"],
|
||||
"账户管理":
|
||||
["重置密码",
|
||||
"更新个人信息",
|
||||
"关闭账户",
|
||||
"账户安全"],
|
||||
"一般咨询":
|
||||
["产品信息",
|
||||
"定价",
|
||||
"反馈",
|
||||
"与人工对话"]
|
||||
}
|
||||
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{
|
||||
"TechPro Ultrabook": {
|
||||
"名称": "TechPro 超极本",
|
||||
"类别": "电脑和笔记本",
|
||||
"品牌": "TechPro",
|
||||
"型号": "TP-UB100",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.5,
|
||||
"特色": ["13.3-inch display", "8GB RAM", "256GB SSD", "Intel Core i5 处理器"],
|
||||
"描述": "一款时尚轻便的超极本，适合日常使用。",
|
||||
"价格": 799.99
|
||||
},
|
||||
"BlueWave Gaming Laptop": {
|
||||
"名称": "BlueWave 游戏本",
|
||||
"类别": "电脑和笔记本",
|
||||
"品牌": "BlueWave",
|
||||
"型号": "BW-GL200",
|
||||
"保修期": "2 years",
|
||||
"评分": 4.7,
|
||||
"特色": ["15.6-inch display", "16GB RAM", "512GB SSD", "NVIDIA GeForce RTX 3060"],
|
||||
"描述": "一款高性能的游戏笔记本电脑，提供沉浸式体验。",
|
||||
"价格": 1199.99
|
||||
},
|
||||
"PowerLite Convertible": {
|
||||
"名称": "PowerLite Convertible",
|
||||
"类别": "电脑和笔记本",
|
||||
"品牌": "PowerLite",
|
||||
"型号": "PL-CV300",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.3,
|
||||
"特色": ["14-inch touchscreen", "8GB RAM", "256GB SSD", "360-degree hinge"],
|
||||
"描述": "一款多功能的可转换笔记本电脑，具有灵敏的触摸屏。",
|
||||
"价格": 699.99
|
||||
},
|
||||
"TechPro Desktop": {
|
||||
"名称": "TechPro Desktop",
|
||||
"类别": "电脑和笔记本",
|
||||
"品牌": "TechPro",
|
||||
"型号": "TP-DT500",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.4,
|
||||
"特色": ["Intel Core i7 processor", "16GB RAM", "1TB HDD", "NVIDIA GeForce GTX 1660"],
|
||||
"描述": "一款功能强大的台式电脑，适用于工作和娱乐。",
|
||||
"价格": 999.99
|
||||
},
|
||||
"BlueWave Chromebook": {
|
||||
"名称": "BlueWave Chromebook",
|
||||
"类别": "电脑和笔记本",
|
||||
"品牌": "BlueWave",
|
||||
"型号": "BW-CB100",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.1,
|
||||
"特色": ["11.6-inch display", "4GB RAM", "32GB eMMC", "Chrome OS"],
|
||||
"描述": "一款紧凑而价格实惠的Chromebook，适用于日常任务。",
|
||||
"价格": 249.99
|
||||
},
|
||||
"SmartX ProPhone": {
|
||||
"名称": "SmartX ProPhone",
|
||||
"类别": "智能手机和配件",
|
||||
"品牌": "SmartX",
|
||||
"型号": "SX-PP10",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.6,
|
||||
"特色": ["6.1-inch display", "128GB storage", "12MP dual camera", "5G"],
|
||||
"描述": "一款拥有先进摄像功能的强大智能手机。",
|
||||
"价格": 899.99
|
||||
},
|
||||
"MobiTech PowerCase": {
|
||||
"名称": "MobiTech PowerCase",
|
||||
"类别": "智能手机和配件",
|
||||
"品牌": "MobiTech",
|
||||
"型号": "MT-PC20",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.3,
|
||||
"特色": ["5000mAh battery", "Wireless charging", "Compatible with SmartX ProPhone"],
|
||||
"描述": "一款带有内置电池的保护手机壳，可延长使用时间。",
|
||||
"价格": 59.99
|
||||
},
|
||||
"SmartX MiniPhone": {
|
||||
"名称": "SmartX MiniPhone",
|
||||
"类别": "智能手机和配件",
|
||||
"品牌": "SmartX",
|
||||
"型号": "SX-MP5",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.2,
|
||||
"特色": ["4.7-inch display", "64GB storage", "8MP camera", "4G"],
|
||||
"描述": "一款紧凑而价格实惠的智能手机，适用于基本任务。",
|
||||
"价格": 399.99
|
||||
},
|
||||
"MobiTech Wireless Charger": {
|
||||
"名称": "MobiTech Wireless Charger",
|
||||
"类别": "智能手机和配件",
|
||||
"品牌": "MobiTech",
|
||||
"型号": "MT-WC10",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.5,
|
||||
"特色": ["10W fast charging", "Qi-compatible", "LED indicator", "Compact design"],
|
||||
"描述": "一款方便的无线充电器，使工作区域整洁无杂物。",
|
||||
"价格": 29.99
|
||||
},
|
||||
"SmartX EarBuds": {
|
||||
"名称": "SmartX EarBuds",
|
||||
"类别": "智能手机和配件",
|
||||
"品牌": "SmartX",
|
||||
"型号": "SX-EB20",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.4,
|
||||
"特色": ["True wireless", "Bluetooth 5.0", "Touch controls", "24-hour battery life"],
|
||||
"描述": "通过这些舒适的耳塞体验真正的无线自由。",
|
||||
"价格": 99.99
|
||||
},
|
||||
|
||||
"CineView 4K TV": {
|
||||
"名称": "CineView 4K TV",
|
||||
"类别": "电视和家庭影院系统",
|
||||
"品牌": "CineView",
|
||||
"型号": "CV-4K55",
|
||||
"保修期": "2 years",
|
||||
"评分": 4.8,
|
||||
"特色": ["55-inch display", "4K resolution", "HDR", "Smart TV"],
|
||||
"描述": "一款色彩鲜艳、智能功能丰富的惊艳4K电视。",
|
||||
"价格": 599.99
|
||||
},
|
||||
"SoundMax Home Theater": {
|
||||
"名称": "SoundMax Home Theater",
|
||||
"类别": "电视和家庭影院系统",
|
||||
"品牌": "SoundMax",
|
||||
"型号": "SM-HT100",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.4,
|
||||
"特色": ["5.1 channel", "1000W output", "Wireless subwoofer", "Bluetooth"],
|
||||
"描述": "一款强大的家庭影院系统，提供沉浸式音频体验。",
|
||||
"价格": 399.99
|
||||
},
|
||||
"CineView 8K TV": {
|
||||
"名称": "CineView 8K TV",
|
||||
"类别": "电视和家庭影院系统",
|
||||
"品牌": "CineView",
|
||||
"型号": "CV-8K65",
|
||||
"保修期": "2 years",
|
||||
"评分": 4.9,
|
||||
"特色": ["65-inch display", "8K resolution", "HDR", "Smart TV"],
|
||||
"描述": "通过这款惊艳的8K电视，体验未来。",
|
||||
"价格": 2999.99
|
||||
},
|
||||
"SoundMax Soundbar": {
|
||||
"名称": "SoundMax Soundbar",
|
||||
"类别": "电视和家庭影院系统",
|
||||
"品牌": "SoundMax",
|
||||
"型号": "SM-SB50",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.3,
|
||||
"特色": ["2.1 channel", "300W output", "Wireless subwoofer", "Bluetooth"],
|
||||
"描述": "使用这款时尚而功能强大的声音，升级您电视的音频体验。",
|
||||
"价格": 199.99
|
||||
},
|
||||
"CineView OLED TV": {
|
||||
"名称": "CineView OLED TV",
|
||||
"类别": "电视和家庭影院系统",
|
||||
"品牌": "CineView",
|
||||
"型号": "CV-OLED55",
|
||||
"保修期": "2 years",
|
||||
"评分": 4.7,
|
||||
"特色": ["55-inch display", "4K resolution", "HDR", "Smart TV"],
|
||||
"描述": "通过这款OLED电视，体验真正的五彩斑斓。",
|
||||
"价格": 1499.99
|
||||
},
|
||||
|
||||
"GameSphere X": {
|
||||
"名称": "GameSphere X",
|
||||
"类别": "游戏机和配件",
|
||||
"品牌": "GameSphere",
|
||||
"型号": "GS-X",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.9,
|
||||
"特色": ["4K gaming", "1TB storage", "Backward compatibility", "Online multiplayer"],
|
||||
"描述": "一款下一代游戏机，提供终极游戏体验。",
|
||||
"价格": 499.99
|
||||
},
|
||||
"ProGamer Controller": {
|
||||
"名称": "ProGamer Controller",
|
||||
"类别": "游戏机和配件",
|
||||
"品牌": "ProGamer",
|
||||
"型号": "PG-C100",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.2,
|
||||
"特色": ["Ergonomic design", "Customizable buttons", "Wireless", "Rechargeable battery"],
|
||||
"描述": "一款高品质的游戏手柄，提供精准和舒适的操作。",
|
||||
"价格": 59.99
|
||||
},
|
||||
"GameSphere Y": {
|
||||
"名称": "GameSphere Y",
|
||||
"类别": "游戏机和配件",
|
||||
"品牌": "GameSphere",
|
||||
"型号": "GS-Y",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.8,
|
||||
"特色": ["4K gaming", "500GB storage", "Backward compatibility", "Online multiplayer"],
|
||||
"描述": "一款体积紧凑、性能强劲的游戏机。",
|
||||
"价格": 399.99
|
||||
},
|
||||
"ProGamer Racing Wheel": {
|
||||
"名称": "ProGamer Racing Wheel",
|
||||
"类别": "游戏机和配件",
|
||||
"品牌": "ProGamer",
|
||||
"型号": "PG-RW200",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.5,
|
||||
"特色": ["Force feedback", "Adjustable pedals", "Paddle shifters", "Compatible with GameSphere X"],
|
||||
"描述": "使用这款逼真的赛车方向盘，提升您的赛车游戏体验。",
|
||||
"价格": 249.99
|
||||
},
|
||||
"GameSphere VR Headset": {
|
||||
"名称": "GameSphere VR Headset",
|
||||
"类别": "游戏机和配件",
|
||||
"品牌": "GameSphere",
|
||||
"型号": "GS-VR",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.6,
|
||||
"特色": ["Immersive VR experience", "Built-in headphones", "Adjustable headband", "Compatible with GameSphere X"],
|
||||
"描述": "通过这款舒适的VR头戴设备，进入虚拟现实的世界。",
|
||||
"价格": 299.99
|
||||
},
|
||||
|
||||
"AudioPhonic Noise-Canceling Headphones": {
|
||||
"名称": "AudioPhonic Noise-Canceling Headphones",
|
||||
"类别": "音频设备",
|
||||
"品牌": "AudioPhonic",
|
||||
"型号": "AP-NC100",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.6,
|
||||
"特色": ["Active noise-canceling", "Bluetooth", "20-hour battery life", "Comfortable fit"],
|
||||
"描述": "通过这款降噪耳机，体验沉浸式的音效。",
|
||||
"价格": 199.99
|
||||
},
|
||||
"WaveSound Bluetooth Speaker": {
|
||||
"名称": "WaveSound Bluetooth Speaker",
|
||||
"类别": "音频设备",
|
||||
"品牌": "WaveSound",
|
||||
"型号": "WS-BS50",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.5,
|
||||
"特色": ["Portable", "10-hour battery life", "Water-resistant", "Built-in microphone"],
|
||||
"描述": "一款紧凑而多用途的蓝牙音箱，适用于随时随地收听音乐。",
|
||||
"价格": 49.99
|
||||
},
|
||||
"AudioPhonic True Wireless Earbuds": {
|
||||
"名称": "AudioPhonic True Wireless Earbuds",
|
||||
"类别": "音频设备",
|
||||
"品牌": "AudioPhonic",
|
||||
"型号": "AP-TW20",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.4,
|
||||
"特色": ["True wireless", "Bluetooth 5.0", "Touch controls", "18-hour battery life"],
|
||||
"描述": "通过这款舒适的真无线耳塞，无需线缆即可享受音乐。",
|
||||
"价格": 79.99
|
||||
},
|
||||
"WaveSound Soundbar": {
|
||||
"名称": "WaveSound Soundbar",
|
||||
"类别": "音频设备",
|
||||
"品牌": "WaveSound",
|
||||
"型号": "WS-SB40",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.3,
|
||||
"特色": ["2.0 channel", "80W output", "Bluetooth", "Wall-mountable"],
|
||||
"描述": "使用这款纤薄而功能强大的声音吧，升级您电视的音频体验。",
|
||||
"价格": 99.99
|
||||
},
|
||||
"AudioPhonic Turntable": {
|
||||
"名称": "AudioPhonic Turntable",
|
||||
"类别": "音频设备",
|
||||
"品牌": "AudioPhonic",
|
||||
"型号": "AP-TT10",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.2,
|
||||
"特色": ["3-speed", "Built-in speakers", "Bluetooth", "USB recording"],
|
||||
"描述": "通过这款现代化的唱片机，重拾您的黑胶唱片收藏。",
|
||||
"价格": 149.99
|
||||
},
|
||||
|
||||
"FotoSnap DSLR Camera": {
|
||||
"名称": "FotoSnap DSLR Camera",
|
||||
"类别": "相机和摄像机",
|
||||
"品牌": "FotoSnap",
|
||||
"型号": "FS-DSLR200",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.7,
|
||||
"特色": ["24.2MP sensor", "1080p video", "3-inch LCD", "Interchangeable lenses"],
|
||||
"描述": "使用这款多功能的单反相机，捕捉惊艳的照片和视频。",
|
||||
"价格": 599.99
|
||||
},
|
||||
"ActionCam 4K": {
|
||||
"名称": "ActionCam 4K",
|
||||
"类别": "相机和摄像机",
|
||||
"品牌": "ActionCam",
|
||||
"型号": "AC-4K",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.4,
|
||||
"特色": ["4K video", "Waterproof", "Image stabilization", "Wi-Fi"],
|
||||
"描述": "使用这款坚固而紧凑的4K运动相机，记录您的冒险旅程。",
|
||||
"价格": 299.99
|
||||
},
|
||||
"FotoSnap Mirrorless Camera": {
|
||||
"名称": "FotoSnap Mirrorless Camera",
|
||||
"类别": "相机和摄像机",
|
||||
"品牌": "FotoSnap",
|
||||
"型号": "FS-ML100",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.6,
|
||||
"特色": ["20.1MP sensor", "4K video", "3-inch touchscreen", "Interchangeable lenses"],
|
||||
"描述": "一款具有先进功能的小巧轻便的无反相机。",
|
||||
"价格": 799.99
|
||||
},
|
||||
"ZoomMaster Camcorder": {
|
||||
"名称": "ZoomMaster Camcorder",
|
||||
"类别": "相机和摄像机",
|
||||
"品牌": "ZoomMaster",
|
||||
"型号": "ZM-CM50",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.3,
|
||||
"特色": ["1080p video", "30x optical zoom", "3-inch LCD", "Image stabilization"],
|
||||
"描述": "使用这款易于使用的摄像机，捕捉生活的瞬间。",
|
||||
"价格": 249.99
|
||||
},
|
||||
"FotoSnap Instant Camera": {
|
||||
"名称": "FotoSnap Instant Camera",
|
||||
"类别": "相机和摄像机",
|
||||
"品牌": "FotoSnap",
|
||||
"型号": "FS-IC10",
|
||||
"保修期": "1 year",
|
||||
"评分": 4.1,
|
||||
"特色": ["Instant prints", "Built-in flash", "Selfie mirror", "Battery-powered"],
|
||||
"描述": "使用这款有趣且便携的即时相机，创造瞬间回忆。",
|
||||
"价格": 69.99
|
||||
}
|
||||
}
|
||||
@ -0,0 +1,778 @@
|
||||
|
||||
import json
|
||||
import openai
|
||||
from collections import defaultdict
|
||||
|
||||
# 商品和目录的数据文件
|
||||
products_file = 'products.json'
|
||||
categories_file = 'categories.json'
|
||||
|
||||
# 分隔符
|
||||
delimiter = "####"
|
||||
# 第二步（抽取商品）系统信息文本
|
||||
step_2_system_message_content = f"""
|
||||
You will be provided with customer service a conversation. \
|
||||
The most recent user query will be delimited with \
|
||||
{delimiter} characters.
|
||||
Output a python list of objects, where each object has \
|
||||
the following format:
|
||||
'category': <one of Computers and Laptops, \
|
||||
Smartphones and Accessories, \
|
||||
Televisions and Home Theater Systems, \
|
||||
Gaming Consoles and Accessories,
|
||||
Audio Equipment, Cameras and Camcorders>,
|
||||
OR
|
||||
'products': <a list of products that must \
|
||||
be found in the allowed products below>
|
||||
|
||||
Where the categories and products must be found in \
|
||||
the customer service query.
|
||||
If a product is mentioned, it must be associated with \
|
||||
the correct category in the allowed products list below.
|
||||
If no products or categories are found, output an \
|
||||
empty list.
|
||||
Only list products and categories that have not already \
|
||||
been mentioned and discussed in the earlier parts of \
|
||||
the conversation.
|
||||
|
||||
Allowed products:
|
||||
|
||||
Computers and Laptops category:
|
||||
TechPro Ultrabook
|
||||
BlueWave Gaming Laptop
|
||||
PowerLite Convertible
|
||||
TechPro Desktop
|
||||
BlueWave Chromebook
|
||||
|
||||
Smartphones and Accessories category:
|
||||
SmartX ProPhone
|
||||
MobiTech PowerCase
|
||||
SmartX MiniPhone
|
||||
MobiTech Wireless Charger
|
||||
SmartX EarBuds
|
||||
|
||||
Televisions and Home Theater Systems category:
|
||||
CineView 4K TV
|
||||
SoundMax Home Theater
|
||||
CineView 8K TV
|
||||
SoundMax Soundbar
|
||||
CineView OLED TV
|
||||
|
||||
Gaming Consoles and Accessories category:
|
||||
GameSphere X
|
||||
ProGamer Controller
|
||||
GameSphere Y
|
||||
ProGamer Racing Wheel
|
||||
GameSphere VR Headset
|
||||
|
||||
Audio Equipment category:
|
||||
AudioPhonic Noise-Canceling Headphones
|
||||
WaveSound Bluetooth Speaker
|
||||
AudioPhonic True Wireless Earbuds
|
||||
WaveSound Soundbar
|
||||
AudioPhonic Turntable
|
||||
|
||||
Cameras and Camcorders category:
|
||||
FotoSnap DSLR Camera
|
||||
ActionCam 4K
|
||||
FotoSnap Mirrorless Camera
|
||||
ZoomMaster Camcorder
|
||||
FotoSnap Instant Camera
|
||||
|
||||
Only output the list of objects, with nothing else.
|
||||
"""
|
||||
|
||||
step_2_system_message = {'role':'system', 'content': step_2_system_message_content}
|
||||
|
||||
# 第四步（生成用户回答）的系统信息
|
||||
step_4_system_message_content = f"""
|
||||
You are a customer service assistant for a large electronic store. \
|
||||
Respond in a friendly and helpful tone, with VERY concise answers. \
|
||||
Make sure to ask the user relevant follow-up questions.
|
||||
"""
|
||||
|
||||
step_4_system_message = {'role':'system', 'content': step_4_system_message_content}
|
||||
|
||||
# 第六步（验证模型回答）的系统信息
|
||||
step_6_system_message_content = f"""
|
||||
You are an assistant that evaluates whether \
|
||||
customer service agent responses sufficiently \
|
||||
answer customer questions, and also validates that \
|
||||
all the facts the assistant cites from the product \
|
||||
information are correct.
|
||||
The conversation history, product information, user and customer \
|
||||
service agent messages will be delimited by \
|
||||
3 backticks, i.e. ```.
|
||||
Respond with a Y or N character, with no punctuation:
|
||||
Y - if the output sufficiently answers the question \
|
||||
AND the response correctly uses product information
|
||||
N - otherwise
|
||||
|
||||
Output a single letter only.
|
||||
"""
|
||||
|
||||
step_6_system_message = {'role':'system', 'content': step_6_system_message_content}
|
||||
|
||||
# 使用 ChatCompletion 接口
|
||||
def get_completion_from_messages(messages, model="gpt-3.5-turbo", temperature=0, max_tokens=500):
|
||||
response = openai.ChatCompletion.create(
|
||||
model=model,
|
||||
messages=messages,
|
||||
temperature=temperature,
|
||||
max_tokens=max_tokens,
|
||||
)
|
||||
return response.choices[0].message["content"]
|
||||
|
||||
# 创建目录（如果没有本地目录文件，需要创建一份）
|
||||
def create_categories():
|
||||
categories_dict = {
|
||||
'Billing': [
|
||||
'Unsubscribe or upgrade',
|
||||
'Add a payment method',
|
||||
'Explanation for charge',
|
||||
'Dispute a charge'],
|
||||
'Technical Support':[
|
||||
'General troubleshooting'
|
||||
'Device compatibility',
|
||||
'Software updates'],
|
||||
'Account Management':[
|
||||
'Password reset'
|
||||
'Update personal information',
|
||||
'Close account',
|
||||
'Account security'],
|
||||
'General Inquiry':[
|
||||
'Product information'
|
||||
'Pricing',
|
||||
'Feedback',
|
||||
'Speak to a human']
|
||||
}
|
||||
|
||||
with open(categories_file, 'w') as file:
|
||||
json.dump(categories_dict, file)
|
||||
|
||||
return categories_dict
|
||||
|
||||
# 获取目录数据
|
||||
def get_categories():
|
||||
with open(categories_file, 'r') as file:
|
||||
categories = json.load(file)
|
||||
return categories
|
||||
|
||||
# 获取商品列表
|
||||
def get_product_list():
|
||||
"""
|
||||
具体原理参见第四节课
|
||||
"""
|
||||
products = get_products()
|
||||
product_list = []
|
||||
for product in products.keys():
|
||||
product_list.append(product)
|
||||
|
||||
return product_list
|
||||
|
||||
# 获取商品和目录
|
||||
def get_products_and_category():
|
||||
"""
|
||||
具体原理参见第五节课
|
||||
"""
|
||||
products = get_products()
|
||||
products_by_category = defaultdict(list)
|
||||
for product_name, product_info in products.items():
|
||||
category = product_info.get('category')
|
||||
if category:
|
||||
products_by_category[category].append(product_info.get('name'))
|
||||
|
||||
return dict(products_by_category)
|
||||
|
||||
# 从商品数据中获取
|
||||
def get_products():
|
||||
with open(products_file, 'r') as file:
|
||||
products = json.load(file)
|
||||
return products
|
||||
|
||||
# 从用户问题中抽取商品和类别
|
||||
def find_category_and_product(user_input,products_and_category):
|
||||
delimiter = "####"
|
||||
system_message = f"""
|
||||
You will be provided with customer service queries. \
|
||||
The customer service query will be delimited with {delimiter} characters.
|
||||
Output a python list of json objects, where each object has the following format:
|
||||
'category': <one of Computers and Laptops, Smartphones and Accessories, Televisions and Home Theater Systems, \
|
||||
Gaming Consoles and Accessories, Audio Equipment, Cameras and Camcorders>,
|
||||
OR
|
||||
'products': <a list of products that must be found in the allowed products below>
|
||||
|
||||
Where the categories and products must be found in the customer service query.
|
||||
If a product is mentioned, it must be associated with the correct category in the allowed products list below.
|
||||
If no products or categories are found, output an empty list.
|
||||
|
||||
The allowed products are provided in JSON format.
|
||||
The keys of each item represent the category.
|
||||
The values of each item is a list of products that are within that category.
|
||||
Allowed products: {products_and_category}
|
||||
|
||||
"""
|
||||
messages = [
|
||||
{'role':'system', 'content': system_message},
|
||||
{'role':'user', 'content': f"{delimiter}{user_input}{delimiter}"},
|
||||
]
|
||||
return get_completion_from_messages(messages)
|
||||
|
||||
# 相比上一个函数，限制了可获取的商品
|
||||
def find_category_and_product_only(user_input,products_and_category):
|
||||
delimiter = "####"
|
||||
system_message = f"""
|
||||
You will be provided with customer service queries. \
|
||||
The customer service query will be delimited with {delimiter} characters.
|
||||
Output a python list of objects, where each object has the following format:
|
||||
'category': <one of Computers and Laptops, Smartphones and Accessories, Televisions and Home Theater Systems, \
|
||||
Gaming Consoles and Accessories, Audio Equipment, Cameras and Camcorders>,
|
||||
OR
|
||||
'products': <a list of products that must be found in the allowed products below>
|
||||
|
||||
Where the categories and products must be found in the customer service query.
|
||||
If a product is mentioned, it must be associated with the correct category in the allowed products list below.
|
||||
If no products or categories are found, output an empty list.
|
||||
|
||||
Allowed products:
|
||||
Computers and Laptops category:
|
||||
TechPro Ultrabook
|
||||
BlueWave Gaming Laptop
|
||||
PowerLite Convertible
|
||||
TechPro Desktop
|
||||
BlueWave Chromebook
|
||||
|
||||
Smartphones and Accessories category:
|
||||
SmartX ProPhone
|
||||
MobiTech PowerCase
|
||||
SmartX MiniPhone
|
||||
MobiTech Wireless Charger
|
||||
SmartX EarBuds
|
||||
|
||||
Televisions and Home Theater Systems category:
|
||||
CineView 4K TV
|
||||
SoundMax Home Theater
|
||||
CineView 8K TV
|
||||
SoundMax Soundbar
|
||||
CineView OLED TV
|
||||
|
||||
Gaming Consoles and Accessories category:
|
||||
GameSphere X
|
||||
ProGamer Controller
|
||||
GameSphere Y
|
||||
ProGamer Racing Wheel
|
||||
GameSphere VR Headset
|
||||
|
||||
Audio Equipment category:
|
||||
AudioPhonic Noise-Canceling Headphones
|
||||
WaveSound Bluetooth Speaker
|
||||
AudioPhonic True Wireless Earbuds
|
||||
WaveSound Soundbar
|
||||
AudioPhonic Turntable
|
||||
|
||||
Cameras and Camcorders category:
|
||||
FotoSnap DSLR Camera
|
||||
ActionCam 4K
|
||||
FotoSnap Mirrorless Camera
|
||||
ZoomMaster Camcorder
|
||||
FotoSnap Instant Camera
|
||||
|
||||
Only output the list of objects, nothing else.
|
||||
"""
|
||||
messages = [
|
||||
{'role':'system', 'content': system_message},
|
||||
{'role':'user', 'content': f"{delimiter}{user_input}{delimiter}"},
|
||||
]
|
||||
return get_completion_from_messages(messages)
|
||||
|
||||
# 从问题中抽取商品
|
||||
def get_products_from_query(user_msg):
|
||||
"""
|
||||
代码来自于第五节课
|
||||
"""
|
||||
products_and_category = get_products_and_category()
|
||||
delimiter = "####"
|
||||
system_message = f"""
|
||||
You will be provided with customer service queries. \
|
||||
The customer service query will be delimited with {delimiter} characters.
|
||||
Output a python list of json objects, where each object has the following format:
|
||||
'category': <one of Computers and Laptops, Smartphones and Accessories, Televisions and Home Theater Systems, \
|
||||
Gaming Consoles and Accessories, Audio Equipment, Cameras and Camcorders>,
|
||||
OR
|
||||
'products': <a list of products that must be found in the allowed products below>
|
||||
|
||||
Where the categories and products must be found in the customer service query.
|
||||
If a product is mentioned, it must be associated with the correct category in the allowed products list below.
|
||||
If no products or categories are found, output an empty list.
|
||||
|
||||
The allowed products are provided in JSON format.
|
||||
The keys of each item represent the category.
|
||||
The values of each item is a list of products that are within that category.
|
||||
Allowed products: {products_and_category}
|
||||
|
||||
"""
|
||||
|
||||
messages = [
|
||||
{'role':'system', 'content': system_message},
|
||||
{'role':'user', 'content': f"{delimiter}{user_msg}{delimiter}"},
|
||||
]
|
||||
category_and_product_response = get_completion_from_messages(messages)
|
||||
|
||||
return category_and_product_response
|
||||
|
||||
|
||||
# 商品信息的搜索
|
||||
def get_product_by_name(name):
|
||||
products = get_products()
|
||||
return products.get(name, None)
|
||||
|
||||
def get_products_by_category(category):
|
||||
products = get_products()
|
||||
return [product for product in products.values() if product["category"] == category]
|
||||
|
||||
def get_mentioned_product_info(data_list):
|
||||
"""
|
||||
具体原理参见第五、六节课
|
||||
"""
|
||||
product_info_l = []
|
||||
|
||||
if data_list is None:
|
||||
return product_info_l
|
||||
|
||||
for data in data_list:
|
||||
try:
|
||||
if "products" in data:
|
||||
products_list = data["products"]
|
||||
for product_name in products_list:
|
||||
product = get_product_by_name(product_name)
|
||||
if product:
|
||||
product_info_l.append(product)
|
||||
else:
|
||||
print(f"Error: Product '{product_name}' not found")
|
||||
elif "category" in data:
|
||||
category_name = data["category"]
|
||||
category_products = get_products_by_category(category_name)
|
||||
for product in category_products:
|
||||
product_info_l.append(product)
|
||||
else:
|
||||
print("Error: Invalid object format")
|
||||
except Exception as e:
|
||||
print(f"Error: {e}")
|
||||
|
||||
return product_info_l
|
||||
|
||||
|
||||
# 以下函数原理参见第五节课
|
||||
def read_string_to_list(input_string):
|
||||
if input_string is None:
|
||||
return None
|
||||
|
||||
try:
|
||||
input_string = input_string.replace("'", "\"") # Replace single quotes with double quotes for valid JSON
|
||||
data = json.loads(input_string)
|
||||
return data
|
||||
except json.JSONDecodeError:
|
||||
print("Error: Invalid JSON string")
|
||||
return None
|
||||
|
||||
def generate_output_string(data_list):
|
||||
output_string = ""
|
||||
|
||||
if data_list is None:
|
||||
return output_string
|
||||
|
||||
for data in data_list:
|
||||
try:
|
||||
if "products" in data:
|
||||
products_list = data["products"]
|
||||
for product_name in products_list:
|
||||
product = get_product_by_name(product_name)
|
||||
if product:
|
||||
output_string += json.dumps(product, indent=4) + "\n"
|
||||
else:
|
||||
print(f"Error: Product '{product_name}' not found")
|
||||
elif "category" in data:
|
||||
category_name = data["category"]
|
||||
category_products = get_products_by_category(category_name)
|
||||
for product in category_products:
|
||||
output_string += json.dumps(product, indent=4) + "\n"
|
||||
else:
|
||||
print("Error: Invalid object format")
|
||||
except Exception as e:
|
||||
print(f"Error: {e}")
|
||||
|
||||
return output_string
|
||||
|
||||
# Example usage:
|
||||
#product_information_for_user_message_1 = generate_output_string(category_and_product_list)
|
||||
#print(product_information_for_user_message_1)
|
||||
# 回答用户问题
|
||||
def answer_user_msg(user_msg,product_info):
|
||||
"""
|
||||
代码参见第五节课
|
||||
"""
|
||||
delimiter = "####"
|
||||
system_message = f"""
|
||||
You are a customer service assistant for a large electronic store. \
|
||||
Respond in a friendly and helpful tone, with concise answers. \
|
||||
Make sure to ask the user relevant follow up questions.
|
||||
"""
|
||||
# user_msg = f"""
|
||||
# tell me about the smartx pro phone and the fotosnap camera, the dslr one. Also what tell me about your tvs"""
|
||||
messages = [
|
||||
{'role':'system', 'content': system_message},
|
||||
{'role':'user', 'content': f"{delimiter}{user_msg}{delimiter}"},
|
||||
{'role':'assistant', 'content': f"Relevant product information:\n{product_info}"},
|
||||
]
|
||||
response = get_completion_from_messages(messages)
|
||||
return response
|
||||
|
||||
# 创建并存入商品数据
|
||||
def create_products():
|
||||
"""
|
||||
Create products dictionary and save it to a file named products.json
|
||||
"""
|
||||
# product information
|
||||
# fun fact: all these products are fake and were generated by a language model
|
||||
products = {
|
||||
"TechPro Ultrabook": {
|
||||
"name": "TechPro Ultrabook",
|
||||
"category": "Computers and Laptops",
|
||||
"brand": "TechPro",
|
||||
"model_number": "TP-UB100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.5,
|
||||
"features": ["13.3-inch display", "8GB RAM", "256GB SSD", "Intel Core i5 processor"],
|
||||
"description": "A sleek and lightweight ultrabook for everyday use.",
|
||||
"price": 799.99
|
||||
},
|
||||
"BlueWave Gaming Laptop": {
|
||||
"name": "BlueWave Gaming Laptop",
|
||||
"category": "Computers and Laptops",
|
||||
"brand": "BlueWave",
|
||||
"model_number": "BW-GL200",
|
||||
"warranty": "2 years",
|
||||
"rating": 4.7,
|
||||
"features": ["15.6-inch display", "16GB RAM", "512GB SSD", "NVIDIA GeForce RTX 3060"],
|
||||
"description": "A high-performance gaming laptop for an immersive experience.",
|
||||
"price": 1199.99
|
||||
},
|
||||
"PowerLite Convertible": {
|
||||
"name": "PowerLite Convertible",
|
||||
"category": "Computers and Laptops",
|
||||
"brand": "PowerLite",
|
||||
"model_number": "PL-CV300",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.3,
|
||||
"features": ["14-inch touchscreen", "8GB RAM", "256GB SSD", "360-degree hinge"],
|
||||
"description": "A versatile convertible laptop with a responsive touchscreen.",
|
||||
"price": 699.99
|
||||
},
|
||||
"TechPro Desktop": {
|
||||
"name": "TechPro Desktop",
|
||||
"category": "Computers and Laptops",
|
||||
"brand": "TechPro",
|
||||
"model_number": "TP-DT500",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.4,
|
||||
"features": ["Intel Core i7 processor", "16GB RAM", "1TB HDD", "NVIDIA GeForce GTX 1660"],
|
||||
"description": "A powerful desktop computer for work and play.",
|
||||
"price": 999.99
|
||||
},
|
||||
"BlueWave Chromebook": {
|
||||
"name": "BlueWave Chromebook",
|
||||
"category": "Computers and Laptops",
|
||||
"brand": "BlueWave",
|
||||
"model_number": "BW-CB100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.1,
|
||||
"features": ["11.6-inch display", "4GB RAM", "32GB eMMC", "Chrome OS"],
|
||||
"description": "A compact and affordable Chromebook for everyday tasks.",
|
||||
"price": 249.99
|
||||
},
|
||||
"SmartX ProPhone": {
|
||||
"name": "SmartX ProPhone",
|
||||
"category": "Smartphones and Accessories",
|
||||
"brand": "SmartX",
|
||||
"model_number": "SX-PP10",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.6,
|
||||
"features": ["6.1-inch display", "128GB storage", "12MP dual camera", "5G"],
|
||||
"description": "A powerful smartphone with advanced camera features.",
|
||||
"price": 899.99
|
||||
},
|
||||
"MobiTech PowerCase": {
|
||||
"name": "MobiTech PowerCase",
|
||||
"category": "Smartphones and Accessories",
|
||||
"brand": "MobiTech",
|
||||
"model_number": "MT-PC20",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.3,
|
||||
"features": ["5000mAh battery", "Wireless charging", "Compatible with SmartX ProPhone"],
|
||||
"description": "A protective case with built-in battery for extended usage.",
|
||||
"price": 59.99
|
||||
},
|
||||
"SmartX MiniPhone": {
|
||||
"name": "SmartX MiniPhone",
|
||||
"category": "Smartphones and Accessories",
|
||||
"brand": "SmartX",
|
||||
"model_number": "SX-MP5",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.2,
|
||||
"features": ["4.7-inch display", "64GB storage", "8MP camera", "4G"],
|
||||
"description": "A compact and affordable smartphone for basic tasks.",
|
||||
"price": 399.99
|
||||
},
|
||||
"MobiTech Wireless Charger": {
|
||||
"name": "MobiTech Wireless Charger",
|
||||
"category": "Smartphones and Accessories",
|
||||
"brand": "MobiTech",
|
||||
"model_number": "MT-WC10",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.5,
|
||||
"features": ["10W fast charging", "Qi-compatible", "LED indicator", "Compact design"],
|
||||
"description": "A convenient wireless charger for a clutter-free workspace.",
|
||||
"price": 29.99
|
||||
},
|
||||
"SmartX EarBuds": {
|
||||
"name": "SmartX EarBuds",
|
||||
"category": "Smartphones and Accessories",
|
||||
"brand": "SmartX",
|
||||
"model_number": "SX-EB20",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.4,
|
||||
"features": ["True wireless", "Bluetooth 5.0", "Touch controls", "24-hour battery life"],
|
||||
"description": "Experience true wireless freedom with these comfortable earbuds.",
|
||||
"price": 99.99
|
||||
},
|
||||
|
||||
"CineView 4K TV": {
|
||||
"name": "CineView 4K TV",
|
||||
"category": "Televisions and Home Theater Systems",
|
||||
"brand": "CineView",
|
||||
"model_number": "CV-4K55",
|
||||
"warranty": "2 years",
|
||||
"rating": 4.8,
|
||||
"features": ["55-inch display", "4K resolution", "HDR", "Smart TV"],
|
||||
"description": "A stunning 4K TV with vibrant colors and smart features.",
|
||||
"price": 599.99
|
||||
},
|
||||
"SoundMax Home Theater": {
|
||||
"name": "SoundMax Home Theater",
|
||||
"category": "Televisions and Home Theater Systems",
|
||||
"brand": "SoundMax",
|
||||
"model_number": "SM-HT100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.4,
|
||||
"features": ["5.1 channel", "1000W output", "Wireless subwoofer", "Bluetooth"],
|
||||
"description": "A powerful home theater system for an immersive audio experience.",
|
||||
"price": 399.99
|
||||
},
|
||||
"CineView 8K TV": {
|
||||
"name": "CineView 8K TV",
|
||||
"category": "Televisions and Home Theater Systems",
|
||||
"brand": "CineView",
|
||||
"model_number": "CV-8K65",
|
||||
"warranty": "2 years",
|
||||
"rating": 4.9,
|
||||
"features": ["65-inch display", "8K resolution", "HDR", "Smart TV"],
|
||||
"description": "Experience the future of television with this stunning 8K TV.",
|
||||
"price": 2999.99
|
||||
},
|
||||
"SoundMax Soundbar": {
|
||||
"name": "SoundMax Soundbar",
|
||||
"category": "Televisions and Home Theater Systems",
|
||||
"brand": "SoundMax",
|
||||
"model_number": "SM-SB50",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.3,
|
||||
"features": ["2.1 channel", "300W output", "Wireless subwoofer", "Bluetooth"],
|
||||
"description": "Upgrade your TV's audio with this sleek and powerful soundbar.",
|
||||
"price": 199.99
|
||||
},
|
||||
"CineView OLED TV": {
|
||||
"name": "CineView OLED TV",
|
||||
"category": "Televisions and Home Theater Systems",
|
||||
"brand": "CineView",
|
||||
"model_number": "CV-OLED55",
|
||||
"warranty": "2 years",
|
||||
"rating": 4.7,
|
||||
"features": ["55-inch display", "4K resolution", "HDR", "Smart TV"],
|
||||
"description": "Experience true blacks and vibrant colors with this OLED TV.",
|
||||
"price": 1499.99
|
||||
},
|
||||
|
||||
"GameSphere X": {
|
||||
"name": "GameSphere X",
|
||||
"category": "Gaming Consoles and Accessories",
|
||||
"brand": "GameSphere",
|
||||
"model_number": "GS-X",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.9,
|
||||
"features": ["4K gaming", "1TB storage", "Backward compatibility", "Online multiplayer"],
|
||||
"description": "A next-generation gaming console for the ultimate gaming experience.",
|
||||
"price": 499.99
|
||||
},
|
||||
"ProGamer Controller": {
|
||||
"name": "ProGamer Controller",
|
||||
"category": "Gaming Consoles and Accessories",
|
||||
"brand": "ProGamer",
|
||||
"model_number": "PG-C100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.2,
|
||||
"features": ["Ergonomic design", "Customizable buttons", "Wireless", "Rechargeable battery"],
|
||||
"description": "A high-quality gaming controller for precision and comfort.",
|
||||
"price": 59.99
|
||||
},
|
||||
"GameSphere Y": {
|
||||
"name": "GameSphere Y",
|
||||
"category": "Gaming Consoles and Accessories",
|
||||
"brand": "GameSphere",
|
||||
"model_number": "GS-Y",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.8,
|
||||
"features": ["4K gaming", "500GB storage", "Backward compatibility", "Online multiplayer"],
|
||||
"description": "A compact gaming console with powerful performance.",
|
||||
"price": 399.99
|
||||
},
|
||||
"ProGamer Racing Wheel": {
|
||||
"name": "ProGamer Racing Wheel",
|
||||
"category": "Gaming Consoles and Accessories",
|
||||
"brand": "ProGamer",
|
||||
"model_number": "PG-RW200",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.5,
|
||||
"features": ["Force feedback", "Adjustable pedals", "Paddle shifters", "Compatible with GameSphere X"],
|
||||
"description": "Enhance your racing games with this realistic racing wheel.",
|
||||
"price": 249.99
|
||||
},
|
||||
"GameSphere VR Headset": {
|
||||
"name": "GameSphere VR Headset",
|
||||
"category": "Gaming Consoles and Accessories",
|
||||
"brand": "GameSphere",
|
||||
"model_number": "GS-VR",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.6,
|
||||
"features": ["Immersive VR experience", "Built-in headphones", "Adjustable headband", "Compatible with GameSphere X"],
|
||||
"description": "Step into the world of virtual reality with this comfortable VR headset.",
|
||||
"price": 299.99
|
||||
},
|
||||
|
||||
"AudioPhonic Noise-Canceling Headphones": {
|
||||
"name": "AudioPhonic Noise-Canceling Headphones",
|
||||
"category": "Audio Equipment",
|
||||
"brand": "AudioPhonic",
|
||||
"model_number": "AP-NC100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.6,
|
||||
"features": ["Active noise-canceling", "Bluetooth", "20-hour battery life", "Comfortable fit"],
|
||||
"description": "Experience immersive sound with these noise-canceling headphones.",
|
||||
"price": 199.99
|
||||
},
|
||||
"WaveSound Bluetooth Speaker": {
|
||||
"name": "WaveSound Bluetooth Speaker",
|
||||
"category": "Audio Equipment",
|
||||
"brand": "WaveSound",
|
||||
"model_number": "WS-BS50",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.5,
|
||||
"features": ["Portable", "10-hour battery life", "Water-resistant", "Built-in microphone"],
|
||||
"description": "A compact and versatile Bluetooth speaker for music on the go.",
|
||||
"price": 49.99
|
||||
},
|
||||
"AudioPhonic True Wireless Earbuds": {
|
||||
"name": "AudioPhonic True Wireless Earbuds",
|
||||
"category": "Audio Equipment",
|
||||
"brand": "AudioPhonic",
|
||||
"model_number": "AP-TW20",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.4,
|
||||
"features": ["True wireless", "Bluetooth 5.0", "Touch controls", "18-hour battery life"],
|
||||
"description": "Enjoy music without wires with these comfortable true wireless earbuds.",
|
||||
"price": 79.99
|
||||
},
|
||||
"WaveSound Soundbar": {
|
||||
"name": "WaveSound Soundbar",
|
||||
"category": "Audio Equipment",
|
||||
"brand": "WaveSound",
|
||||
"model_number": "WS-SB40",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.3,
|
||||
"features": ["2.0 channel", "80W output", "Bluetooth", "Wall-mountable"],
|
||||
"description": "Upgrade your TV's audio with this slim and powerful soundbar.",
|
||||
"price": 99.99
|
||||
},
|
||||
"AudioPhonic Turntable": {
|
||||
"name": "AudioPhonic Turntable",
|
||||
"category": "Audio Equipment",
|
||||
"brand": "AudioPhonic",
|
||||
"model_number": "AP-TT10",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.2,
|
||||
"features": ["3-speed", "Built-in speakers", "Bluetooth", "USB recording"],
|
||||
"description": "Rediscover your vinyl collection with this modern turntable.",
|
||||
"price": 149.99
|
||||
},
|
||||
|
||||
"FotoSnap DSLR Camera": {
|
||||
"name": "FotoSnap DSLR Camera",
|
||||
"category": "Cameras and Camcorders",
|
||||
"brand": "FotoSnap",
|
||||
"model_number": "FS-DSLR200",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.7,
|
||||
"features": ["24.2MP sensor", "1080p video", "3-inch LCD", "Interchangeable lenses"],
|
||||
"description": "Capture stunning photos and videos with this versatile DSLR camera.",
|
||||
"price": 599.99
|
||||
},
|
||||
"ActionCam 4K": {
|
||||
"name": "ActionCam 4K",
|
||||
"category": "Cameras and Camcorders",
|
||||
"brand": "ActionCam",
|
||||
"model_number": "AC-4K",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.4,
|
||||
"features": ["4K video", "Waterproof", "Image stabilization", "Wi-Fi"],
|
||||
"description": "Record your adventures with this rugged and compact 4K action camera.",
|
||||
"price": 299.99
|
||||
},
|
||||
"FotoSnap Mirrorless Camera": {
|
||||
"name": "FotoSnap Mirrorless Camera",
|
||||
"category": "Cameras and Camcorders",
|
||||
"brand": "FotoSnap",
|
||||
"model_number": "FS-ML100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.6,
|
||||
"features": ["20.1MP sensor", "4K video", "3-inch touchscreen", "Interchangeable lenses"],
|
||||
"description": "A compact and lightweight mirrorless camera with advanced features.",
|
||||
"price": 799.99
|
||||
},
|
||||
"ZoomMaster Camcorder": {
|
||||
"name": "ZoomMaster Camcorder",
|
||||
"category": "Cameras and Camcorders",
|
||||
"brand": "ZoomMaster",
|
||||
"model_number": "ZM-CM50",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.3,
|
||||
"features": ["1080p video", "30x optical zoom", "3-inch LCD", "Image stabilization"],
|
||||
"description": "Capture life's moments with this easy-to-use camcorder.",
|
||||
"price": 249.99
|
||||
},
|
||||
"FotoSnap Instant Camera": {
|
||||
"name": "FotoSnap Instant Camera",
|
||||
"category": "Cameras and Camcorders",
|
||||
"brand": "FotoSnap",
|
||||
"model_number": "FS-IC10",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.1,
|
||||
"features": ["Instant prints", "Built-in flash", "Selfie mirror", "Battery-powered"],
|
||||
"description": "Create instant memories with this fun and portable instant camera.",
|
||||
"price": 69.99
|
||||
}
|
||||
}
|
||||
|
||||
products_file = 'products.json'
|
||||
with open(products_file, 'w') as file:
|
||||
json.dump(products, file)
|
||||
|
||||
return products
|
||||
@ -0,0 +1,760 @@
|
||||
|
||||
import json
|
||||
import openai
|
||||
from collections import defaultdict
|
||||
|
||||
# 商品和目录的数据文件
|
||||
products_file = 'products_zh.json'
|
||||
categories_file = 'categories_zh.json'
|
||||
|
||||
# 分隔符
|
||||
delimiter = "####"
|
||||
# 第二步（抽取商品）系统信息文本
|
||||
step_2_system_message_content = f"""
|
||||
您将获得一次客户服务对话。最近的用户查询将使用{delimiter}字符进行分隔。
|
||||
|
||||
输出一个Python对象列表，其中每个对象具有以下格式：
|
||||
'category': <包括以下几个类别：Computers and Laptops、martphones and Accessories、elevisions and Home Theater Systems、elevisions and Home Theater Systems、elevisions and Home Theater Systems、'category': <包括以下几个类别：Computers and Laptops、martphones and Accessories、elevisions and Home Theater Systems、elevisions and Home Theater Systems、elevisions and Home Theater Systems、相机和摄像机>,
|
||||
或者
|
||||
'products': <必须是下面的允许产品列表中找到的产品>
|
||||
|
||||
类别和产品必须在客户服务查询中找到。
|
||||
如果提到了产品，它必须与下面的允许产品列表中的正确类别相关联。
|
||||
如果未找到任何产品或类别，请输出一个空列表。
|
||||
只列出之前对话的早期部分未提及和讨论的产品和类别。
|
||||
|
||||
允许的产品：
|
||||
|
||||
Computers and Laptops类别：
|
||||
TechPro Ultrabook
|
||||
BlueWave Gaming Laptop
|
||||
PowerLite Convertible
|
||||
TechPro Desktop
|
||||
BlueWave Chromebook
|
||||
|
||||
Smartphones and Accessories类别：
|
||||
SmartX ProPhone
|
||||
MobiTech PowerCase
|
||||
SmartX MiniPhone
|
||||
MobiTech Wireless Charger
|
||||
SmartX EarBuds
|
||||
|
||||
Televisions and Home Theater Systems类别：
|
||||
CineView 4K TV
|
||||
SoundMax Home Theater
|
||||
CineView 8K TV
|
||||
SoundMax Soundbar
|
||||
CineView OLED TV
|
||||
|
||||
Gaming Consoles and Accessories类别：
|
||||
GameSphere X
|
||||
ProGamer Controller
|
||||
GameSphere Y
|
||||
ProGamer Racing Wheel
|
||||
GameSphere VR Headset
|
||||
|
||||
Audio Equipment类别：
|
||||
AudioPhonic Noise-Canceling Headphones
|
||||
WaveSound Bluetooth Speaker
|
||||
AudioPhonic True Wireless Earbuds
|
||||
WaveSound Soundbar
|
||||
AudioPhonic Turntable
|
||||
|
||||
Cameras and Camcorders类别：
|
||||
FotoSnap DSLR Camera
|
||||
ActionCam 4K
|
||||
FotoSnap Mirrorless Camera
|
||||
ZoomMaster Camcorder
|
||||
FotoSnap Instant Camera
|
||||
|
||||
只输出对象列表，不包含其他内容。
|
||||
"""
|
||||
|
||||
step_2_system_message = {'role':'system', 'content': step_2_system_message_content}
|
||||
|
||||
# 第四步（生成用户回答）的系统信息
|
||||
step_4_system_message_content = f"""
|
||||
你是一家大型电子商店的客户服务助理。
|
||||
以友好和乐于助人的语气回答，回答保持简洁明了。
|
||||
确保让用户提出相关的后续问题。
|
||||
"""
|
||||
|
||||
step_4_system_message = {'role':'system', 'content': step_4_system_message_content}
|
||||
|
||||
# 第六步（验证模型回答）的系统信息
|
||||
step_6_system_message_content = f"""
|
||||
你是一个助手，评估客户服务代理的回答是否足够回答客户的问题，并验证助手从产品信息中引用的所有事实是否正确。
|
||||
对话历史、产品信息、用户和客户服务代理的消息将用```进行分隔。
|
||||
请用一个字母回答，不带标点符号：
|
||||
Y - 如果输出足够回答问题，并且回答正确使用了产品信息
|
||||
N - 输出不足够回答问题，或者没有正确使用产品信息
|
||||
|
||||
只输出一个字母。
|
||||
"""
|
||||
|
||||
step_6_system_message = {'role':'system', 'content': step_6_system_message_content}
|
||||
|
||||
# 使用 ChatCompletion 接口
|
||||
def get_completion_from_messages(messages, model="gpt-3.5-turbo", temperature=0, max_tokens=500):
|
||||
response = openai.ChatCompletion.create(
|
||||
model=model,
|
||||
messages=messages,
|
||||
temperature=temperature,
|
||||
max_tokens=max_tokens,
|
||||
)
|
||||
return response.choices[0].message["content"]
|
||||
|
||||
# 创建目录（如果没有本地目录文件，需要创建一份）
|
||||
def create_categories():
|
||||
categories_dict = {
|
||||
'Billing': [
|
||||
'Unsubscribe or upgrade',
|
||||
'Add a payment method',
|
||||
'Explanation for charge',
|
||||
'Dispute a charge'],
|
||||
'Technical Support':[
|
||||
'General troubleshooting',
|
||||
'Device compatibility',
|
||||
'Software updates'],
|
||||
'Account Management':[
|
||||
'Password reset',
|
||||
'Update personal information',
|
||||
'Close account',
|
||||
'Account security'],
|
||||
'General Inquiry':[
|
||||
'Product information',
|
||||
'Pricing',
|
||||
'Feedback',
|
||||
'Speak to a human']
|
||||
}
|
||||
|
||||
with open(categories_file, 'w') as file:
|
||||
json.dump(categories_dict, file)
|
||||
|
||||
return categories_dict
|
||||
|
||||
# 获取目录数据
|
||||
def get_categories():
|
||||
with open(categories_file, 'r') as file:
|
||||
categories = json.load(file)
|
||||
return categories
|
||||
|
||||
# 获取商品列表
|
||||
def get_product_list():
|
||||
"""
|
||||
具体原理参见第四节课
|
||||
"""
|
||||
products = get_products()
|
||||
product_list = []
|
||||
for product in products.keys():
|
||||
product_list.append(product)
|
||||
|
||||
return product_list
|
||||
|
||||
# 获取商品和目录
|
||||
def get_products_and_category():
|
||||
"""
|
||||
具体原理参见第五节课
|
||||
"""
|
||||
products = get_products()
|
||||
products_by_category = defaultdict(list)
|
||||
for product_name, product_info in products.items():
|
||||
category = product_info.get('类别')
|
||||
if category:
|
||||
products_by_category[category].append(product_info.get('名称'))
|
||||
|
||||
return dict(products_by_category)
|
||||
|
||||
# 从商品数据中获取
|
||||
def get_products():
|
||||
with open(products_file, 'r') as file:
|
||||
products = json.load(file)
|
||||
return products
|
||||
|
||||
# 从用户问题中抽取商品和类别
|
||||
def find_category_and_product(user_input,products_and_category):
|
||||
delimiter = "####"
|
||||
system_message = f"""
|
||||
您将获得客户服务查询。
|
||||
客户服务查询将使用{delimiter}字符分隔。
|
||||
输出一个可解析的Python列表，列表每一个元素是一个JSON对象，每个对象具有以下格式：
|
||||
'category': <包括以下几个类别：Computers and Laptops，Smartphones and Accessories，Televisions and Home Theater Systems，Gaming Consoles and Accessories，Audio Equipment，Cameras and Camcorders>
|
||||
以及
|
||||
'products': <必须是下面的允许产品列表中找到的产品列表>
|
||||
|
||||
其中类别和产品必须在客户服务查询中找到。
|
||||
如果提到了产品，则必须将其与允许产品列表中的正确类别关联。
|
||||
如果未找到任何产品或类别，则输出一个空列表。
|
||||
除了列表外，不要输出其他任何信息！
|
||||
|
||||
允许的产品以JSON格式提供。
|
||||
每个项的键表示类别。
|
||||
每个项的值是该类别中的产品列表。
|
||||
允许的产品：{products_and_category}
|
||||
|
||||
"""
|
||||
messages = [
|
||||
{'role':'system', 'content': system_message},
|
||||
{'role':'user', 'content': f"{delimiter}{user_input}{delimiter}"},
|
||||
]
|
||||
return get_completion_from_messages(messages)
|
||||
|
||||
# 相比上一个函数，可获取的商品直接在 template 中限定
|
||||
def find_category_and_product_only(user_input,products_and_category):
|
||||
delimiter = "####"
|
||||
system_message = f"""
|
||||
您将获得客户服务查询。
|
||||
客户服务查询将使用{delimiter}字符作为分隔符。
|
||||
请仅输出一个可解析的Python列表，列表每一个元素是一个JSON对象，每个对象具有以下格式：
|
||||
'category': <包括以下几个类别：Computers and Laptops、Smartphones and Accessories、Televisions and Home Theater Systems、Gaming Consoles and Accessories、Audio Equipment、Cameras and Camcorders>,
|
||||
以及
|
||||
'products': <必须是下面的允许产品列表中找到的产品列表>
|
||||
|
||||
类别和产品必须在客户服务查询中找到。
|
||||
如果提到了某个产品，它必须与允许产品列表中的正确类别关联。
|
||||
如果未找到任何产品或类别，则输出一个空列表。
|
||||
除了列表外，不要输出其他任何信息！
|
||||
|
||||
允许的产品：
|
||||
|
||||
Computers and Laptops category:
|
||||
TechPro Ultrabook
|
||||
BlueWave Gaming Laptop
|
||||
PowerLite Convertible
|
||||
TechPro Desktop
|
||||
BlueWave Chromebook
|
||||
|
||||
Smartphones and Accessories category:
|
||||
SmartX ProPhone
|
||||
MobiTech PowerCase
|
||||
SmartX MiniPhone
|
||||
MobiTech Wireless Charger
|
||||
SmartX EarBuds
|
||||
|
||||
Televisions and Home Theater Systems category:
|
||||
CineView 4K TV
|
||||
SoundMax Home Theater
|
||||
CineView 8K TV
|
||||
SoundMax Soundbar
|
||||
CineView OLED TV
|
||||
|
||||
Gaming Consoles and Accessories category:
|
||||
GameSphere X
|
||||
ProGamer Controller
|
||||
GameSphere Y
|
||||
ProGamer Racing Wheel
|
||||
GameSphere VR Headset
|
||||
|
||||
Audio Equipment category:
|
||||
AudioPhonic Noise-Canceling Headphones
|
||||
WaveSound Bluetooth Speaker
|
||||
AudioPhonic True Wireless Earbuds
|
||||
WaveSound Soundbar
|
||||
AudioPhonic Turntable
|
||||
|
||||
Cameras and Camcorders category:
|
||||
FotoSnap DSLR Camera
|
||||
ActionCam 4K
|
||||
FotoSnap Mirrorless Camera
|
||||
ZoomMaster Camcorder
|
||||
FotoSnap Instant Camera
|
||||
|
||||
只输出对象列表，不包含其他内容。
|
||||
"""
|
||||
messages = [
|
||||
{'role':'system', 'content': system_message},
|
||||
{'role':'user', 'content': f"{delimiter}{user_input}{delimiter}"},
|
||||
]
|
||||
return get_completion_from_messages(messages)
|
||||
|
||||
# 从问题中抽取商品
|
||||
def get_products_from_query(user_msg):
|
||||
"""
|
||||
代码来自于第五节课
|
||||
"""
|
||||
products_and_category = get_products_and_category()
|
||||
delimiter = "####"
|
||||
system_message = f"""
|
||||
您将获得客户服务查询。
|
||||
客户服务查询将使用{delimiter}字符作为分隔符。
|
||||
请仅输出一个可解析的Python列表，列表每一个元素是一个JSON对象，每个对象具有以下格式：
|
||||
'category': <包括以下几个类别：Computers and Laptops、Smartphones and Accessories、Televisions and Home Theater Systems、Gaming Consoles and Accessories、Audio Equipment、Cameras and Camcorders>,
|
||||
以及
|
||||
'products': <必须是下面的允许产品列表中找到的产品列表>
|
||||
|
||||
类别和产品必须在客户服务查询中找到。
|
||||
如果提到了某个产品，它必须与允许产品列表中的正确类别关联。
|
||||
如果未找到任何产品或类别，则输出一个空列表。
|
||||
除了列表外，不要输出其他任何信息！
|
||||
|
||||
允许的产品以JSON格式提供。
|
||||
每个项目的键表示类别。
|
||||
每个项目的值是该类别中的产品列表。
|
||||
|
||||
以下是允许的产品：{products_and_category}
|
||||
|
||||
"""
|
||||
|
||||
messages = [
|
||||
{'role':'system', 'content': system_message},
|
||||
{'role':'user', 'content': f"{delimiter}{user_msg}{delimiter}"},
|
||||
]
|
||||
category_and_product_response = get_completion_from_messages(messages)
|
||||
|
||||
return category_and_product_response
|
||||
|
||||
|
||||
# 商品信息的搜索
|
||||
def get_product_by_name(name):
|
||||
products = get_products()
|
||||
return products.get(name, None)
|
||||
|
||||
def get_products_by_category(category):
|
||||
products = get_products()
|
||||
return [product for product in products.values() if product["category"] == category]
|
||||
|
||||
def get_mentioned_product_info(data_list):
|
||||
"""
|
||||
具体原理参见第五、六节课
|
||||
"""
|
||||
product_info_l = []
|
||||
|
||||
if data_list is None:
|
||||
return product_info_l
|
||||
|
||||
for data in data_list:
|
||||
try:
|
||||
if "products" in data:
|
||||
products_list = data["products"]
|
||||
for product_name in products_list:
|
||||
product = get_product_by_name(product_name)
|
||||
if product:
|
||||
product_info_l.append(product)
|
||||
else:
|
||||
print(f"错误: 商品 '{product_name}' 未找到")
|
||||
elif "category" in data:
|
||||
category_name = data["category"]
|
||||
category_products = get_products_by_category(category_name)
|
||||
for product in category_products:
|
||||
product_info_l.append(product)
|
||||
else:
|
||||
print("错误：非法的商品格式")
|
||||
except Exception as e:
|
||||
print(f"Error: {e}")
|
||||
|
||||
return product_info_l
|
||||
|
||||
|
||||
# 以下函数原理参见第五节课
|
||||
def read_string_to_list(input_string):
|
||||
if input_string is None:
|
||||
return None
|
||||
|
||||
try:
|
||||
input_string = input_string.replace("'", "\"") # Replace single quotes with double quotes for valid JSON
|
||||
data = json.loads(input_string)
|
||||
return data
|
||||
except json.JSONDecodeError:
|
||||
print(input_string)
|
||||
print("错误：非法的 Json 格式")
|
||||
return None
|
||||
|
||||
def generate_output_string(data_list):
|
||||
output_string = ""
|
||||
|
||||
if data_list is None:
|
||||
return output_string
|
||||
# print(data_list)
|
||||
for data in data_list:
|
||||
try:
|
||||
if "products" in data:
|
||||
# print(data)
|
||||
products_list = data["products"]
|
||||
for product_name in products_list:
|
||||
product = get_product_by_name(product_name)
|
||||
if product:
|
||||
output_string += json.dumps(product, indent=4) + "\n"
|
||||
else:
|
||||
print(f"错误: 商品 '{product_name}' 没有找到")
|
||||
elif "category" in data:
|
||||
category_name = data["category"]
|
||||
category_products = get_products_by_category(category_name)
|
||||
for product in category_products:
|
||||
output_string += json.dumps(product, indent=4) + "\n"
|
||||
else:
|
||||
print("错误：非法的商品格式")
|
||||
except Exception as e:
|
||||
print(f"Error: {e}")
|
||||
|
||||
return output_string
|
||||
|
||||
# Example usage:
|
||||
#product_information_for_user_message_1 = generate_output_string(category_and_product_list)
|
||||
#print(product_information_for_user_message_1)
|
||||
# 回答用户问题
|
||||
def answer_user_msg(user_msg,product_info):
|
||||
"""
|
||||
代码参见第五节课
|
||||
"""
|
||||
delimiter = "####"
|
||||
system_message = f"""
|
||||
您是一家大型电子商店的客户服务助理。\
|
||||
请用友好和乐于助人的口吻回答问题，提供简洁明了的答案。\
|
||||
确保向用户提出相关的后续问题。
|
||||
"""
|
||||
# user_msg = f"""
|
||||
# tell me about the smartx pro phone and the fotosnap camera, the dslr one. Also what tell me about your tvs"""
|
||||
messages = [
|
||||
{'role':'system', 'content': system_message},
|
||||
{'role':'user', 'content': f"{delimiter}{user_msg}{delimiter}"},
|
||||
{'role':'assistant', 'content': f"相关产品信息:\n{product_info}"},
|
||||
]
|
||||
response = get_completion_from_messages(messages)
|
||||
return response
|
||||
|
||||
# 创建并存入商品数据
|
||||
def create_products():
|
||||
# product information
|
||||
# fun fact: all these products are fake and were generated by a language model
|
||||
products = {
|
||||
"TechPro Ultrabook": {
|
||||
"name": "TechPro Ultrabook",
|
||||
"category": "Computers and Laptops",
|
||||
"brand": "TechPro",
|
||||
"model_number": "TP-UB100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.5,
|
||||
"features": ["13.3-inch display", "8GB RAM", "256GB SSD", "Intel Core i5 processor"],
|
||||
"description": "A sleek and lightweight ultrabook for everyday use.",
|
||||
"price": 799.99
|
||||
},
|
||||
"BlueWave Gaming Laptop": {
|
||||
"name": "BlueWave Gaming Laptop",
|
||||
"category": "Computers and Laptops",
|
||||
"brand": "BlueWave",
|
||||
"model_number": "BW-GL200",
|
||||
"warranty": "2 years",
|
||||
"rating": 4.7,
|
||||
"features": ["15.6-inch display", "16GB RAM", "512GB SSD", "NVIDIA GeForce RTX 3060"],
|
||||
"description": "A high-performance gaming laptop for an immersive experience.",
|
||||
"price": 1199.99
|
||||
},
|
||||
"PowerLite Convertible": {
|
||||
"name": "PowerLite Convertible",
|
||||
"category": "Computers and Laptops",
|
||||
"brand": "PowerLite",
|
||||
"model_number": "PL-CV300",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.3,
|
||||
"features": ["14-inch touchscreen", "8GB RAM", "256GB SSD", "360-degree hinge"],
|
||||
"description": "A versatile convertible laptop with a responsive touchscreen.",
|
||||
"price": 699.99
|
||||
},
|
||||
"TechPro Desktop": {
|
||||
"name": "TechPro Desktop",
|
||||
"category": "Computers and Laptops",
|
||||
"brand": "TechPro",
|
||||
"model_number": "TP-DT500",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.4,
|
||||
"features": ["Intel Core i7 processor", "16GB RAM", "1TB HDD", "NVIDIA GeForce GTX 1660"],
|
||||
"description": "A powerful desktop computer for work and play.",
|
||||
"price": 999.99
|
||||
},
|
||||
"BlueWave Chromebook": {
|
||||
"name": "BlueWave Chromebook",
|
||||
"category": "Computers and Laptops",
|
||||
"brand": "BlueWave",
|
||||
"model_number": "BW-CB100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.1,
|
||||
"features": ["11.6-inch display", "4GB RAM", "32GB eMMC", "Chrome OS"],
|
||||
"description": "A compact and affordable Chromebook for everyday tasks.",
|
||||
"price": 249.99
|
||||
},
|
||||
"SmartX ProPhone": {
|
||||
"name": "SmartX ProPhone",
|
||||
"category": "Smartphones and Accessories",
|
||||
"brand": "SmartX",
|
||||
"model_number": "SX-PP10",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.6,
|
||||
"features": ["6.1-inch display", "128GB storage", "12MP dual camera", "5G"],
|
||||
"description": "A powerful smartphone with advanced camera features.",
|
||||
"price": 899.99
|
||||
},
|
||||
"MobiTech PowerCase": {
|
||||
"name": "MobiTech PowerCase",
|
||||
"category": "Smartphones and Accessories",
|
||||
"brand": "MobiTech",
|
||||
"model_number": "MT-PC20",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.3,
|
||||
"features": ["5000mAh battery", "Wireless charging", "Compatible with SmartX ProPhone"],
|
||||
"description": "A protective case with built-in battery for extended usage.",
|
||||
"price": 59.99
|
||||
},
|
||||
"SmartX MiniPhone": {
|
||||
"name": "SmartX MiniPhone",
|
||||
"category": "Smartphones and Accessories",
|
||||
"brand": "SmartX",
|
||||
"model_number": "SX-MP5",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.2,
|
||||
"features": ["4.7-inch display", "64GB storage", "8MP camera", "4G"],
|
||||
"description": "A compact and affordable smartphone for basic tasks.",
|
||||
"price": 399.99
|
||||
},
|
||||
"MobiTech Wireless Charger": {
|
||||
"name": "MobiTech Wireless Charger",
|
||||
"category": "Smartphones and Accessories",
|
||||
"brand": "MobiTech",
|
||||
"model_number": "MT-WC10",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.5,
|
||||
"features": ["10W fast charging", "Qi-compatible", "LED indicator", "Compact design"],
|
||||
"description": "A convenient wireless charger for a clutter-free workspace.",
|
||||
"price": 29.99
|
||||
},
|
||||
"SmartX EarBuds": {
|
||||
"name": "SmartX EarBuds",
|
||||
"category": "Smartphones and Accessories",
|
||||
"brand": "SmartX",
|
||||
"model_number": "SX-EB20",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.4,
|
||||
"features": ["True wireless", "Bluetooth 5.0", "Touch controls", "24-hour battery life"],
|
||||
"description": "Experience true wireless freedom with these comfortable earbuds.",
|
||||
"price": 99.99
|
||||
},
|
||||
|
||||
"CineView 4K TV": {
|
||||
"name": "CineView 4K TV",
|
||||
"category": "Televisions and Home Theater Systems",
|
||||
"brand": "CineView",
|
||||
"model_number": "CV-4K55",
|
||||
"warranty": "2 years",
|
||||
"rating": 4.8,
|
||||
"features": ["55-inch display", "4K resolution", "HDR", "Smart TV"],
|
||||
"description": "A stunning 4K TV with vibrant colors and smart features.",
|
||||
"price": 599.99
|
||||
},
|
||||
"SoundMax Home Theater": {
|
||||
"name": "SoundMax Home Theater",
|
||||
"category": "Televisions and Home Theater Systems",
|
||||
"brand": "SoundMax",
|
||||
"model_number": "SM-HT100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.4,
|
||||
"features": ["5.1 channel", "1000W output", "Wireless subwoofer", "Bluetooth"],
|
||||
"description": "A powerful home theater system for an immersive audio experience.",
|
||||
"price": 399.99
|
||||
},
|
||||
"CineView 8K TV": {
|
||||
"name": "CineView 8K TV",
|
||||
"category": "Televisions and Home Theater Systems",
|
||||
"brand": "CineView",
|
||||
"model_number": "CV-8K65",
|
||||
"warranty": "2 years",
|
||||
"rating": 4.9,
|
||||
"features": ["65-inch display", "8K resolution", "HDR", "Smart TV"],
|
||||
"description": "Experience the future of television with this stunning 8K TV.",
|
||||
"price": 2999.99
|
||||
},
|
||||
"SoundMax Soundbar": {
|
||||
"name": "SoundMax Soundbar",
|
||||
"category": "Televisions and Home Theater Systems",
|
||||
"brand": "SoundMax",
|
||||
"model_number": "SM-SB50",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.3,
|
||||
"features": ["2.1 channel", "300W output", "Wireless subwoofer", "Bluetooth"],
|
||||
"description": "Upgrade your TV's audio with this sleek and powerful soundbar.",
|
||||
"price": 199.99
|
||||
},
|
||||
"CineView OLED TV": {
|
||||
"name": "CineView OLED TV",
|
||||
"category": "Televisions and Home Theater Systems",
|
||||
"brand": "CineView",
|
||||
"model_number": "CV-OLED55",
|
||||
"warranty": "2 years",
|
||||
"rating": 4.7,
|
||||
"features": ["55-inch display", "4K resolution", "HDR", "Smart TV"],
|
||||
"description": "Experience true blacks and vibrant colors with this OLED TV.",
|
||||
"price": 1499.99
|
||||
},
|
||||
|
||||
"GameSphere X": {
|
||||
"name": "GameSphere X",
|
||||
"category": "Gaming Consoles and Accessories",
|
||||
"brand": "GameSphere",
|
||||
"model_number": "GS-X",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.9,
|
||||
"features": ["4K gaming", "1TB storage", "Backward compatibility", "Online multiplayer"],
|
||||
"description": "A next-generation gaming console for the ultimate gaming experience.",
|
||||
"price": 499.99
|
||||
},
|
||||
"ProGamer Controller": {
|
||||
"name": "ProGamer Controller",
|
||||
"category": "Gaming Consoles and Accessories",
|
||||
"brand": "ProGamer",
|
||||
"model_number": "PG-C100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.2,
|
||||
"features": ["Ergonomic design", "Customizable buttons", "Wireless", "Rechargeable battery"],
|
||||
"description": "A high-quality gaming controller for precision and comfort.",
|
||||
"price": 59.99
|
||||
},
|
||||
"GameSphere Y": {
|
||||
"name": "GameSphere Y",
|
||||
"category": "Gaming Consoles and Accessories",
|
||||
"brand": "GameSphere",
|
||||
"model_number": "GS-Y",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.8,
|
||||
"features": ["4K gaming", "500GB storage", "Backward compatibility", "Online multiplayer"],
|
||||
"description": "A compact gaming console with powerful performance.",
|
||||
"price": 399.99
|
||||
},
|
||||
"ProGamer Racing Wheel": {
|
||||
"name": "ProGamer Racing Wheel",
|
||||
"category": "Gaming Consoles and Accessories",
|
||||
"brand": "ProGamer",
|
||||
"model_number": "PG-RW200",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.5,
|
||||
"features": ["Force feedback", "Adjustable pedals", "Paddle shifters", "Compatible with GameSphere X"],
|
||||
"description": "Enhance your racing games with this realistic racing wheel.",
|
||||
"price": 249.99
|
||||
},
|
||||
"GameSphere VR Headset": {
|
||||
"name": "GameSphere VR Headset",
|
||||
"category": "Gaming Consoles and Accessories",
|
||||
"brand": "GameSphere",
|
||||
"model_number": "GS-VR",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.6,
|
||||
"features": ["Immersive VR experience", "Built-in headphones", "Adjustable headband", "Compatible with GameSphere X"],
|
||||
"description": "Step into the world of virtual reality with this comfortable VR headset.",
|
||||
"price": 299.99
|
||||
},
|
||||
|
||||
"AudioPhonic Noise-Canceling Headphones": {
|
||||
"name": "AudioPhonic Noise-Canceling Headphones",
|
||||
"category": "Audio Equipment",
|
||||
"brand": "AudioPhonic",
|
||||
"model_number": "AP-NC100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.6,
|
||||
"features": ["Active noise-canceling", "Bluetooth", "20-hour battery life", "Comfortable fit"],
|
||||
"description": "Experience immersive sound with these noise-canceling headphones.",
|
||||
"price": 199.99
|
||||
},
|
||||
"WaveSound Bluetooth Speaker": {
|
||||
"name": "WaveSound Bluetooth Speaker",
|
||||
"category": "Audio Equipment",
|
||||
"brand": "WaveSound",
|
||||
"model_number": "WS-BS50",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.5,
|
||||
"features": ["Portable", "10-hour battery life", "Water-resistant", "Built-in microphone"],
|
||||
"description": "A compact and versatile Bluetooth speaker for music on the go.",
|
||||
"price": 49.99
|
||||
},
|
||||
"AudioPhonic True Wireless Earbuds": {
|
||||
"name": "AudioPhonic True Wireless Earbuds",
|
||||
"category": "Audio Equipment",
|
||||
"brand": "AudioPhonic",
|
||||
"model_number": "AP-TW20",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.4,
|
||||
"features": ["True wireless", "Bluetooth 5.0", "Touch controls", "18-hour battery life"],
|
||||
"description": "Enjoy music without wires with these comfortable true wireless earbuds.",
|
||||
"price": 79.99
|
||||
},
|
||||
"WaveSound Soundbar": {
|
||||
"name": "WaveSound Soundbar",
|
||||
"category": "Audio Equipment",
|
||||
"brand": "WaveSound",
|
||||
"model_number": "WS-SB40",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.3,
|
||||
"features": ["2.0 channel", "80W output", "Bluetooth", "Wall-mountable"],
|
||||
"description": "Upgrade your TV's audio with this slim and powerful soundbar.",
|
||||
"price": 99.99
|
||||
},
|
||||
"AudioPhonic Turntable": {
|
||||
"name": "AudioPhonic Turntable",
|
||||
"category": "Audio Equipment",
|
||||
"brand": "AudioPhonic",
|
||||
"model_number": "AP-TT10",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.2,
|
||||
"features": ["3-speed", "Built-in speakers", "Bluetooth", "USB recording"],
|
||||
"description": "Rediscover your vinyl collection with this modern turntable.",
|
||||
"price": 149.99
|
||||
},
|
||||
|
||||
"FotoSnap DSLR Camera": {
|
||||
"name": "FotoSnap DSLR Camera",
|
||||
"category": "Cameras and Camcorders",
|
||||
"brand": "FotoSnap",
|
||||
"model_number": "FS-DSLR200",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.7,
|
||||
"features": ["24.2MP sensor", "1080p video", "3-inch LCD", "Interchangeable lenses"],
|
||||
"description": "Capture stunning photos and videos with this versatile DSLR camera.",
|
||||
"price": 599.99
|
||||
},
|
||||
"ActionCam 4K": {
|
||||
"name": "ActionCam 4K",
|
||||
"category": "Cameras and Camcorders",
|
||||
"brand": "ActionCam",
|
||||
"model_number": "AC-4K",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.4,
|
||||
"features": ["4K video", "Waterproof", "Image stabilization", "Wi-Fi"],
|
||||
"description": "Record your adventures with this rugged and compact 4K action camera.",
|
||||
"price": 299.99
|
||||
},
|
||||
"FotoSnap Mirrorless Camera": {
|
||||
"name": "FotoSnap Mirrorless Camera",
|
||||
"category": "Cameras and Camcorders",
|
||||
"brand": "FotoSnap",
|
||||
"model_number": "FS-ML100",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.6,
|
||||
"features": ["20.1MP sensor", "4K video", "3-inch touchscreen", "Interchangeable lenses"],
|
||||
"description": "A compact and lightweight mirrorless camera with advanced features.",
|
||||
"price": 799.99
|
||||
},
|
||||
"ZoomMaster Camcorder": {
|
||||
"name": "ZoomMaster Camcorder",
|
||||
"category": "Cameras and Camcorders",
|
||||
"brand": "ZoomMaster",
|
||||
"model_number": "ZM-CM50",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.3,
|
||||
"features": ["1080p video", "30x optical zoom", "3-inch LCD", "Image stabilization"],
|
||||
"description": "Capture life's moments with this easy-to-use camcorder.",
|
||||
"price": 249.99
|
||||
},
|
||||
"FotoSnap Instant Camera": {
|
||||
"name": "FotoSnap Instant Camera",
|
||||
"category": "Cameras and Camcorders",
|
||||
"brand": "FotoSnap",
|
||||
"model_number": "FS-IC10",
|
||||
"warranty": "1 year",
|
||||
"rating": 4.1,
|
||||
"features": ["Instant prints", "Built-in flash", "Selfie mirror", "Battery-powered"],
|
||||
"description": "Create instant memories with this fun and portable instant camera.",
|
||||
"price": 69.99
|
||||
}
|
||||
}
|
||||
|
||||
products_file = 'products.json'
|
||||
with open(products_file, 'w') as file:
|
||||
json.dump(products, file)
|
||||
|
||||
return products
|
||||
Reference in New Issue
Block a user