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Create app_bak3.py
Browse files- app_bak3.py +284 -0
app_bak3.py
ADDED
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| 1 |
+
import gradio as gr
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| 2 |
+
import requests
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| 3 |
+
import json
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| 4 |
+
import uuid
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| 5 |
+
import logging
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| 6 |
+
import os
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| 7 |
+
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| 8 |
+
# 配置日志
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| 9 |
+
logging.basicConfig(level=logging.DEBUG)
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| 10 |
+
logger = logging.getLogger(__name__)
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| 11 |
+
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| 12 |
+
class FastGPTChat:
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| 13 |
+
"""
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| 14 |
+
def __init__(self, api_key="",
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| 15 |
+
system_prompt="我是一名AI用药咨询顾问,请向我提问有关用药的问题"):
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| 16 |
+
self.api_key = api_key
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| 17 |
+
self.base_url = "https://api.fastgpt.in/api"
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| 18 |
+
self.system_prompt = system_prompt
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| 19 |
+
self.headers = {
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| 20 |
+
"Authorization": f"Bearer {api_key}",
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| 21 |
+
"Content-Type": "application/json"
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| 22 |
+
}
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| 23 |
+
"""
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| 24 |
+
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| 25 |
+
def __init__(self, system_prompt="我是一名AI用药咨询顾问,请向我提问有关用药的问题"):
|
| 26 |
+
# 从环境变量获取API密钥和基础URL
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| 27 |
+
self.api_key = os.environ.get('FASTGPT_API_KEY')
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| 28 |
+
self.base_url = os.environ.get('FASTGPT_BASE_URL', 'https://api.fastgpt.in/api')
|
| 29 |
+
self.system_prompt = system_prompt
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| 30 |
+
self.headers = {
|
| 31 |
+
"Authorization": f"Bearer {self.api_key}",
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| 32 |
+
"Content-Type": "application/json"
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| 33 |
+
}
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| 34 |
+
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| 35 |
+
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| 36 |
+
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| 37 |
+
def chat(self, message, chat_history):
|
| 38 |
+
if not message.strip():
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| 39 |
+
return "", chat_history
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| 40 |
+
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| 41 |
+
chat_id = str(uuid.uuid4())
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| 42 |
+
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| 43 |
+
# 构建消息历史,包含系统提示词
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| 44 |
+
messages = []
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| 45 |
+
if self.system_prompt:
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| 46 |
+
messages.append({
|
| 47 |
+
"role": "system",
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| 48 |
+
"content": self.system_prompt
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| 49 |
+
})
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| 50 |
+
|
| 51 |
+
# 添加聊天历史
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| 52 |
+
for user_msg, bot_msg in chat_history:
|
| 53 |
+
messages.append({"role": "user", "content": user_msg})
|
| 54 |
+
messages.append({"role": "assistant", "content": bot_msg})
|
| 55 |
+
|
| 56 |
+
# 添加当前用户消息
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| 57 |
+
messages.append({"role": "user", "content": message})
|
| 58 |
+
|
| 59 |
+
# 准备请求数据
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| 60 |
+
data = {
|
| 61 |
+
"chatId": chat_id,
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| 62 |
+
"stream": True,
|
| 63 |
+
"detail": True,
|
| 64 |
+
"model": "gpt-4o",
|
| 65 |
+
"messages": messages
|
| 66 |
+
}
|
| 67 |
+
|
| 68 |
+
try:
|
| 69 |
+
# 发送流式请求
|
| 70 |
+
response = requests.post(
|
| 71 |
+
f"{self.base_url}/v1/chat/completions",
|
| 72 |
+
headers=self.headers,
|
| 73 |
+
json=data,
|
| 74 |
+
stream=True,
|
| 75 |
+
timeout=30
|
| 76 |
+
)
|
| 77 |
+
|
| 78 |
+
if response.status_code != 200:
|
| 79 |
+
error_msg = f"API Error: Status {response.status_code}"
|
| 80 |
+
logger.error(error_msg)
|
| 81 |
+
chat_history.append((message, f"Error: {error_msg}"))
|
| 82 |
+
return "", chat_history
|
| 83 |
+
|
| 84 |
+
# 处理流式响应
|
| 85 |
+
full_response = ""
|
| 86 |
+
for line in response.iter_lines():
|
| 87 |
+
if line:
|
| 88 |
+
try:
|
| 89 |
+
line = line.decode('utf-8')
|
| 90 |
+
if line.startswith('data: '):
|
| 91 |
+
data = json.loads(line[6:])
|
| 92 |
+
if 'choices' in data and len(data['choices']) > 0:
|
| 93 |
+
content = data['choices'][0]['delta'].get('content', '')
|
| 94 |
+
if content:
|
| 95 |
+
full_response += content
|
| 96 |
+
# 更新聊天历史
|
| 97 |
+
if len(chat_history) > 0 and chat_history[-1][0] == message:
|
| 98 |
+
chat_history[-1] = (message, full_response)
|
| 99 |
+
else:
|
| 100 |
+
chat_history.append((message, full_response))
|
| 101 |
+
yield "", chat_history
|
| 102 |
+
except Exception as e:
|
| 103 |
+
logger.error(f"Error processing stream: {str(e)}")
|
| 104 |
+
|
| 105 |
+
return "", chat_history
|
| 106 |
+
|
| 107 |
+
except requests.exceptions.RequestException as e:
|
| 108 |
+
error_msg = f"Request failed: {str(e)}"
|
| 109 |
+
logger.error(error_msg)
|
| 110 |
+
chat_history.append((message, f"Error: {error_msg}"))
|
| 111 |
+
return "", chat_history
|
| 112 |
+
|
| 113 |
+
def create_chat_interface():
|
| 114 |
+
fastgpt_chat = FastGPTChat()
|
| 115 |
+
|
| 116 |
+
with gr.Blocks(
|
| 117 |
+
title="AI用药咨询助手",
|
| 118 |
+
css="""
|
| 119 |
+
.container { max-width: 800px; margin: auto; }
|
| 120 |
+
.chat-header {
|
| 121 |
+
text-align: center;
|
| 122 |
+
padding: 20px;
|
| 123 |
+
background: linear-gradient(135deg, #00b4d8, #0077b6);
|
| 124 |
+
color: white;
|
| 125 |
+
border-radius: 15px 15px 0 0;
|
| 126 |
+
margin-bottom: 20px;
|
| 127 |
+
}
|
| 128 |
+
.chat-container {
|
| 129 |
+
background-color: #ffffff;
|
| 130 |
+
border-radius: 15px;
|
| 131 |
+
padding: 20px;
|
| 132 |
+
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
|
| 133 |
+
border: 1px solid #e0e0e0;
|
| 134 |
+
}
|
| 135 |
+
.message-box {
|
| 136 |
+
border: 2px solid #e0e0e0;
|
| 137 |
+
border-radius: 10px;
|
| 138 |
+
background-color: white;
|
| 139 |
+
transition: all 0.3s ease;
|
| 140 |
+
}
|
| 141 |
+
.message-box:focus {
|
| 142 |
+
border-color: #00b4d8;
|
| 143 |
+
box-shadow: 0 0 0 2px rgba(0, 180, 216, 0.2);
|
| 144 |
+
}
|
| 145 |
+
.submit-btn {
|
| 146 |
+
background-color: #00b4d8 !important;
|
| 147 |
+
border: none !important;
|
| 148 |
+
color: white !important;
|
| 149 |
+
padding: 10px 20px !important;
|
| 150 |
+
border-radius: 8px !important;
|
| 151 |
+
transition: all 0.3s ease !important;
|
| 152 |
+
font-weight: 600 !important;
|
| 153 |
+
}
|
| 154 |
+
.submit-btn:hover {
|
| 155 |
+
background-color: #0077b6 !important;
|
| 156 |
+
transform: translateY(-2px);
|
| 157 |
+
}
|
| 158 |
+
.clear-btn {
|
| 159 |
+
background-color: #ff4757 !important;
|
| 160 |
+
border: none !important;
|
| 161 |
+
color: white !important;
|
| 162 |
+
padding: 10px 20px !important;
|
| 163 |
+
border-radius: 8px !important;
|
| 164 |
+
transition: all 0.3s ease !important;
|
| 165 |
+
font-weight: 600 !important;
|
| 166 |
+
}
|
| 167 |
+
.clear-btn:hover {
|
| 168 |
+
background-color: #ff6b81 !important;
|
| 169 |
+
transform: translateY(-2px);
|
| 170 |
+
}
|
| 171 |
+
.chatbot {
|
| 172 |
+
background-color: #f8f9fa;
|
| 173 |
+
border-radius: 10px;
|
| 174 |
+
padding: 15px;
|
| 175 |
+
margin-bottom: 20px;
|
| 176 |
+
}
|
| 177 |
+
/* 移除消息背景的白色遮盖,优化对话样式 */
|
| 178 |
+
.chatbot > div {
|
| 179 |
+
background: transparent !important;
|
| 180 |
+
}
|
| 181 |
+
/* 用户消息样式 */
|
| 182 |
+
.chatbot .user-message {
|
| 183 |
+
background-color: #fce4ec !important;
|
| 184 |
+
border-radius: 15px 15px 2px 15px !important;
|
| 185 |
+
padding: 12px 18px !important;
|
| 186 |
+
margin: 8px 0 !important;
|
| 187 |
+
max-width: 85% !important;
|
| 188 |
+
float: right !important;
|
| 189 |
+
clear: both !important;
|
| 190 |
+
border: 1px solid #f48fb1 !important;
|
| 191 |
+
color: #1a1a1a !important;
|
| 192 |
+
font-size: 15px !important;
|
| 193 |
+
}
|
| 194 |
+
/* AI响应消息样式 */
|
| 195 |
+
.chatbot .bot-message {
|
| 196 |
+
background-color: #e8f5e9 !important;
|
| 197 |
+
border-radius: 15px 15px 15px 2px !important;
|
| 198 |
+
padding: 12px 18px !important;
|
| 199 |
+
margin: 8px 0 !important;
|
| 200 |
+
max-width: 85% !important;
|
| 201 |
+
float: left !important;
|
| 202 |
+
clear: both !important;
|
| 203 |
+
border: 1px solid #a5d6a7 !important;
|
| 204 |
+
color: #1a1a1a !important;
|
| 205 |
+
font-size: 15px !important;
|
| 206 |
+
}
|
| 207 |
+
/* 消息容器样式 */
|
| 208 |
+
.chatbot > div > div {
|
| 209 |
+
padding: 0 !important;
|
| 210 |
+
gap: 2rem !important;
|
| 211 |
+
}
|
| 212 |
+
/* 头像样式 */
|
| 213 |
+
.chatbot span.avatar {
|
| 214 |
+
padding: 8px !important;
|
| 215 |
+
margin: 8px !important;
|
| 216 |
+
}
|
| 217 |
+
/* 确保消息之间有适当的间距 */
|
| 218 |
+
.chatbot > div > div:not(:last-child) {
|
| 219 |
+
margin-bottom: 15px !important;
|
| 220 |
+
}
|
| 221 |
+
"""
|
| 222 |
+
) as interface:
|
| 223 |
+
with gr.Column(elem_classes="container"):
|
| 224 |
+
gr.Markdown(
|
| 225 |
+
"""
|
| 226 |
+
# 🏥 AI用药咨询助手
|
| 227 |
+
### 您的专业用药咨询顾问,随时为您解答用药相关问题
|
| 228 |
+
"""
|
| 229 |
+
)
|
| 230 |
+
|
| 231 |
+
with gr.Column(elem_classes="chat-container"):
|
| 232 |
+
chatbot = gr.Chatbot(
|
| 233 |
+
height=500,
|
| 234 |
+
container=False,
|
| 235 |
+
elem_classes="chatbot",
|
| 236 |
+
show_label=False,
|
| 237 |
+
bubble_full_width=False,
|
| 238 |
+
avatar_images=("👤", "🤖")
|
| 239 |
+
)
|
| 240 |
+
|
| 241 |
+
with gr.Row(elem_id="input-container"):
|
| 242 |
+
with gr.Column(scale=8):
|
| 243 |
+
message = gr.Textbox(
|
| 244 |
+
show_label=False,
|
| 245 |
+
placeholder="请输入您的用药问题...",
|
| 246 |
+
container=False,
|
| 247 |
+
elem_classes="message-box",
|
| 248 |
+
lines=2
|
| 249 |
+
)
|
| 250 |
+
with gr.Column(scale=1, min_width=100):
|
| 251 |
+
submit = gr.Button(
|
| 252 |
+
"发送 💊",
|
| 253 |
+
variant="primary",
|
| 254 |
+
elem_classes="submit-btn"
|
| 255 |
+
)
|
| 256 |
+
|
| 257 |
+
with gr.Row(elem_id="control-container"):
|
| 258 |
+
clear = gr.Button(
|
| 259 |
+
"清空对话 🗑️",
|
| 260 |
+
variant="secondary",
|
| 261 |
+
elem_classes="clear-btn"
|
| 262 |
+
)
|
| 263 |
+
|
| 264 |
+
# 设置事件处理
|
| 265 |
+
submit_click = submit.click(
|
| 266 |
+
fastgpt_chat.chat,
|
| 267 |
+
inputs=[message, chatbot],
|
| 268 |
+
outputs=[message, chatbot],
|
| 269 |
+
api_name="chat"
|
| 270 |
+
)
|
| 271 |
+
|
| 272 |
+
message.submit(
|
| 273 |
+
fastgpt_chat.chat,
|
| 274 |
+
inputs=[message, chatbot],
|
| 275 |
+
outputs=[message, chatbot]
|
| 276 |
+
)
|
| 277 |
+
|
| 278 |
+
clear.click(lambda: None, None, chatbot, queue=False)
|
| 279 |
+
|
| 280 |
+
return interface
|
| 281 |
+
|
| 282 |
+
if __name__ == "__main__":
|
| 283 |
+
demo = create_chat_interface()
|
| 284 |
+
demo.launch(debug=True)
|