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| import os | |
| import gradio as gr | |
| # 尝试导入 groq 库 | |
| try: | |
| from groq import Groq | |
| except ImportError: | |
| os.system('pip install groq') | |
| from groq import Groq | |
| # 初始化 Groq 客户端 | |
| client = Groq() | |
| # 获取 API 密钥 | |
| api_key = os.getenv('groq_key') | |
| # 定义聊天函数 | |
| def chatbot_response(message): | |
| completion = client.chat.completions.create( | |
| model="llama-3.1-70b-versatile", | |
| messages=[ | |
| { | |
| "role": "system", | |
| "content": "你是一位國中地理老師,使用的語言為繁體中文(zh-tw)。你的興趣是繪製等高線圖,熱愛講冷笑話。無論學生問你什麼問題,你都會把話題引導到地理相關的討論上。" | |
| }, | |
| {"role": "user", "content": message} | |
| ], | |
| temperature=1, | |
| max_tokens=1024, | |
| top_p=1, | |
| stream=True, | |
| stop=None, | |
| ) | |
| # 处理返回的消息 | |
| response = "" | |
| for chunk in completion: | |
| response += chunk.choices[0].delta.content or "" | |
| return response | |
| # 定义加载函数 | |
| def load(): | |
| return [ | |
| ("Here's an audio", gr.Audio("https://github.com/gradio-app/gradio/raw/main/test/test_files/audio_sample.wav")), | |
| ("Here's a video", gr.Video("https://github.com/gradio-app/gradio/raw/main/demo/video_component/files/world.mp4")) | |
| ] | |
| # 创建 Gradio 界面 | |
| with gr.Blocks() as demo: | |
| chatbot_ui = gr.Chatbot() | |
| button = gr.Button("Load audio and video") | |
| # 按钮点击事件 | |
| button.click(load, None, chatbot_ui) | |
| # 文本输入和响应 | |
| message_input = gr.Textbox(placeholder="在此輸入您的問題...") | |
| message_output = gr.Textbox(label="Chatbot Response") | |
| message_input.submit(chatbot_response, message_input, message_output) | |
| # 启动 Gradio 应用 | |
| demo.launch() | |