Update app.py
Browse files
app.py
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@@ -2,10 +2,9 @@ import gradio as gr
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import requests
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import os
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# Ollama API地址 - 使用
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OLLAMA_API_URL =
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# 调用Ollama生成文本
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def generate_text(prompt):
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data = {
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"model": "llama3-zh",
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"stream": False
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}
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try:
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# 添加
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except Exception as e:
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return f"
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# Gradio界面
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def chat_interface(prompt):
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return generate_text(prompt)
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# 创建Gradio应用
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iface = gr.Interface(
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fn=chat_interface,
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inputs=
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title="Llama3.1-8B-Chinese-Chat (CPU)",
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description="与 Llama3.1-8B-Chinese-Chat 模型对话(CPU 模式)"
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)
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# 启动应用
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@@ -48,6 +72,5 @@ if __name__ == "__main__":
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iface.launch(
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server_name="0.0.0.0",
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server_port=7860,
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max_threads=1
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share=False
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)
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import requests
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import os
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# Ollama API地址 - 使用内部地址
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OLLAMA_API_URL = "http://127.0.0.1:11434/api/generate"
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def generate_text(prompt):
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data = {
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"model": "llama3-zh",
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"stream": False
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}
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try:
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# 添加重试机制
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max_retries = 3
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for attempt in range(max_retries):
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try:
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response = requests.post(
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OLLAMA_API_URL,
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json=data,
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timeout=120,
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proxies={'http': None, 'https': None} # 禁用代理
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)
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print(f"Attempt {attempt + 1}: Status {response.status_code}")
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if response.status_code == 200:
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return response.json()["response"]
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elif response.status_code == 404:
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return "错误:模型未找到,请等待模型加载完成后重试"
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else:
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if attempt == max_retries - 1:
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return f"错误:{response.status_code} - {response.text}"
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except requests.exceptions.ConnectionError:
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if attempt == max_retries - 1:
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return "错误:无法连接到 Ollama 服务"
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print(f"连接失败,尝试重试 {attempt + 1}/{max_retries}")
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time.sleep(2) # 等待2秒后重试
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except Exception as e:
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return f"错误:{str(e)}"
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# Gradio界面
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def chat_interface(prompt):
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if not prompt.strip():
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return "请输入有效的问题"
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return generate_text(prompt)
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# 创建Gradio应用
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iface = gr.Interface(
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fn=chat_interface,
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inputs=gr.Textbox(
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lines=3,
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placeholder="请输入您的问题...",
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label="输入"
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),
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outputs=gr.Textbox(
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lines=5,
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label="回答"
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),
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title="Llama3.1-8B-Chinese-Chat (CPU)",
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description="与 Llama3.1-8B-Chinese-Chat 模型对话(CPU 模式)",
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examples=[
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["你好,请做个自我介绍"],
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["解释一下量子计算的基本原理"],
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["写一首关于春天的诗"]
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]
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)
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# 启动应用
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iface.launch(
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server_name="0.0.0.0",
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server_port=7860,
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max_threads=1
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)
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