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Update app.py
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app.py
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import gradio as gr
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import os
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from datetime import datetime
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from gradio_client import Client
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import re
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import uuid
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import json
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# 初始化
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client = Client("https://qwen-qwen-72b-chat-demo.hf.space/--replicas/ypz66/")
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#
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message = f"""你是一个岗位分析助手,请根据以下JD内容提取一个可以用来测试候选人核心能力的具体任务。
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请以如下格式回复:
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任务:(任务描述)
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JD: {jd}"""
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result = client.predict(
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message, # 输入 JD 描述
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[["Hello!", None]], # Chatbot 输入
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"Hello!!", # 作为参数 9 的文本
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api_name="/model_chat" # API 名称
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)
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return result.strip() # 直接返回原始响应内容,便于调试
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# 基于任务生成三个解决方案
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def generate_solutions_from_task(task):
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message = f"""你是一个解决方案生成助手,请根据以下任务设计三种不同的实现思路。
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请严格按如下格式输出:
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方案1:(内容)
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方案2:(内容)
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方案3:(内容)
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任务: {task}"""
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result = client.predict(
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message, # 输入任务描述
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[["Hello!", None]], # Chatbot 输入
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"Hello!!", # 作为参数 9 的文本
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api_name="/model_chat" # API 名称
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)
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# 使用正则表达式提取方案
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solutions = re.findall(r"方案[123][::]\s*(.*)", result)
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if len(solutions) < 3:
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return result.strip(), "(解析失败,显示原始回复)", ""
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s1 = solutions[0].strip()
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s2 = solutions[1].strip()
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s3 = solutions[2].strip()
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return s1, s2, s3
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# 构建 Gradio UI
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def build_ui():
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with gr.Blocks() as demo:
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gr.Markdown("## 📌 JD 任务拆解 + 解决方案选择 Demo")
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jd_input = gr.Textbox(label="输入 JD", placeholder="请输入岗位描述 JD")
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task_output = gr.Textbox(label="拆解出的测试任务", lines=2, interactive=False)
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generate_task_btn = gr.Button("🧠 拆解 JD 成任务")
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generate_solutions_btn = gr.Button("🚀 基于任务生成三个方案")
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sol1 = gr.Textbox(label="方案1 / 或原始回复", lines=10, interactive=False)
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sol2 = gr.Textbox(label="方案2", lines=10, interactive=False)
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sol3 = gr.Textbox(label="方案3", lines=10, interactive=False)
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select_radio = gr.Radio(choices=["1", "2", "3"], label="请选择你最满意的解决方案编号")
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comment = gr.Textbox(lines=4, label="📝 请对选择的方案填写选择理由或批注该方案的优缺点")
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user_solution = gr.Textbox(lines=6, label="📄 填写你自己的解决方案(可选)")
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submit = gr.Button("✅ 提交 RLHF 数据")
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feedback = gr.Textbox(label="系统反馈", interactive=False)
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task_state = gr.State()
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def handle_task_gen(jd_text):
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task = extract_task_from_jd(jd_text)
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return task, task
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def handle_solutions_gen(task_text):
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s1, s2, s3 = generate_solutions_from_task(task_text)
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return s1, s2, s3
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def handle_submit(selected_idx, user_input_text, comment_text, task_text):
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record = {
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"task": task_text,
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"selected_index": selected_idx,
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"user_solution": user_input_text,
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"comment": comment_text,
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"timestamp": datetime.now().isoformat()
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}
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try:
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with open("rlhf_jd_data.jsonl", "a", encoding="utf-8") as f:
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json.dump(record, f, ensure_ascii=False)
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f.write("\n")
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return f"✅ 数据已保存,选择方案 {selected_idx}"
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except Exception as e:
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return f"❌ 保存失败:{str(e)}"
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generate_task_btn.click(fn=handle_task_gen, inputs=[jd_input], outputs=[task_output, task_state])
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generate_solutions_btn.click(fn=handle_solutions_gen, inputs=[task_state], outputs=[sol1, sol2, sol3])
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submit.click(fn=handle_submit, inputs=[select_radio, user_solution, comment, task_state], outputs=[feedback])
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return demo
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if __name__ == "__main__":
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demo = build_ui()
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demo.launch()
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from gradio_client import Client
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# 初始化客户端连接到 Qwen API
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client = Client("https://qwen-qwen-72b-chat-demo.hf.space/--replicas/ypz66/")
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# 发送请求并获取结果
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result = client.predict(
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"Hello!!", # 输入 'Input' Textbox 组件中的内容
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[["Hello!", None]], # Chatbot 输入的内容(Tuple 格式)
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"Hello!!", # 作为 'parameter_9' 组件的文本内容
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api_name="/model_chat" # 指定 API 名称
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)
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# 打印返回的结果
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print(result)
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