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Runtime error
Update app.py
Browse files
app.py
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import gradio as gr
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import os
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try:
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from groq import Groq
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except ImportError:
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os.system('pip install groq')
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from groq import Groq
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# 從環境變數中獲取 API 密鑰
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api_key = os.getenv("groq_key")
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#
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def respond(message, chat_history):
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# 構建聊天記錄
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messages = [{"role": "system", "content": "你是一個友善的 AI 助手,請幫助使用者解答問題。"}]
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for entry in chat_history:
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if entry['role'] == 'user':
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messages.append({"role": "user", "content": entry['content']})
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else:
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messages.append({"role": "assistant", "content": entry['content']})
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# 添加當前用戶消息
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messages.append({"role": "user", "content": message})
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# 獲取回應
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completion = client.chat.completions.create(
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model="llama-3.1-70b-versatile",
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messages=messages,
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temperature=1,
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max_tokens=1024,
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top_p=1,
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stream=True,
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stop=None,
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)
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reply = ""
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for chunk in completion:
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reply += chunk.choices[0].delta.content or ""
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# 添加當前回應到聊天記錄
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chat_history.append(ChatMessage(role="user", content=message))
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chat_history.append(ChatMessage(role="assistant", content=reply))
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return chat_history
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def
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user_message = history[-1]['content']
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history = respond(user_message, history[:-1])
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return history
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import gradio as gr
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import os
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# Install the groq package if it is not installed
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try:
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from groq import Groq
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except ImportError:
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os.system('pip install groq')
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from groq import Groq
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# Set up the Groq client with the secret key
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groq_key = os.getenv('groq_key')
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if not groq_key:
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raise ValueError("groq_key environment variable is not set")
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client = Groq(api_key=groq_key)
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class SimpleChatBot:
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def __init__(self):
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self.initial_prompt = [
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{
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"role": "system",
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"content": "你是一個英文老師,會教我背單字,並用蘇格拉底問答引導我,引導時請用繁體中文 zhTW"
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}
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]
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def get_response(self, message, chat_history):
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messages = self.initial_prompt + chat_history
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messages.append({"role": "user", "content": message})
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completion = client.chat.completions.create(
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model="llama-3.1-70b-versatile",
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messages=messages,
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temperature=1,
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max_tokens=1024,
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top_p=1,
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stream=True,
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stop=None,
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)
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response_content = ""
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for chunk in completion:
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response_content += chunk.choices[0].delta.content or ""
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return response_content
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chatbot = SimpleChatBot()
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def respond(message, chat_history):
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chat_history = [{"role": entry["role"], "content": entry["content"]} for entry in chat_history]
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response = chatbot.get_response(message, chat_history)
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chat_history.append({"role": "user", "content": message})
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chat_history.append({"role": "assistant", "content": response})
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return chat_history, ""
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with gr.Blocks(title="簡單的Gradio聊天機器人") as demo:
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gr.Markdown("# 簡單的Gradio聊天機器人")
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chatbot_interface = gr.Chatbot(type="messages")
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with gr.Row():
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user_input = gr.Textbox(placeholder="輸入訊息...", label="你的訊息")
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send_button = gr.Button("發送")
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send_button.click(respond, inputs=[user_input, chatbot_interface], outputs=[chatbot_interface, user_input])
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demo.launch(share=True)
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