Spaces:
Running
Running
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,73 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
from gradio_client import Client
|
3 |
+
import re
|
4 |
+
import json
|
5 |
+
from datetime import datetime
|
6 |
+
|
7 |
+
# 初始化任务生成客户端(腾讯混元 Space)
|
8 |
+
taskgen_client = Client("tencent/Hunyuan-Large")
|
9 |
+
|
10 |
+
# 构建 Gradio UI
|
11 |
+
def build_ui():
|
12 |
+
with gr.Blocks() as demo:
|
13 |
+
gr.Markdown("## 📝 JD 任务解析与解法选择 Demo")
|
14 |
+
|
15 |
+
jd_text = gr.Textbox(label="职位描述 (JD)", placeholder="请输入职位描述文本,如‘负责销售数据分析与报告撰写’")
|
16 |
+
task = gr.Textbox(label="提取的任务", interactive=False)
|
17 |
+
solution_options = gr.CheckboxGroup(label="任务解法选项", choices=["选项1", "选项2", "选项3"], type="index")
|
18 |
+
final_solution = gr.Textbox(label="您的最终解法", lines=3, placeholder="请提供您的解法")
|
19 |
+
comment = gr.Textbox(label="📝 选择理由", lines=3, placeholder="为什么选择这个解法")
|
20 |
+
|
21 |
+
generate_task = gr.Button("🔍 解析 JD 提取任务")
|
22 |
+
submit = gr.Button("✅ 提交选择与解法(保存为RLHF数据)")
|
23 |
+
feedback = gr.Textbox(label="系统反馈", interactive=False)
|
24 |
+
|
25 |
+
jd_state = gr.State("")
|
26 |
+
task_state = gr.State("")
|
27 |
+
solution_state = gr.State([])
|
28 |
+
|
29 |
+
def handle_jd_submit(jd_text):
|
30 |
+
# 从 JD 中提取任务描述
|
31 |
+
message = f"""你是一个任务解析助手,请根据以下 JD 提取出相关的任务:
|
32 |
+
JD: {jd_text}
|
33 |
+
请提取一个任务描述并用简洁明了的语言表达。
|
34 |
+
"""
|
35 |
+
response = taskgen_client.predict(message=message, api_name="/chat")
|
36 |
+
task_match = re.search(r"任务[::](.*)", response)
|
37 |
+
|
38 |
+
task = task_match.group(1).strip() if task_match else "任务解析失败"
|
39 |
+
# 生成解法选项
|
40 |
+
solution_options = [
|
41 |
+
f"解法1:基于数据分析工具,生成详细报告",
|
42 |
+
f"解法2:通过市场调研,提出优化建议",
|
43 |
+
f"解法3:结合用户需求,制定定制化销售策略"
|
44 |
+
]
|
45 |
+
|
46 |
+
return task, solution_options, jd_text, task, solution_options
|
47 |
+
|
48 |
+
def handle_submit(selected_option, comment_text, final_solution_text):
|
49 |
+
record = {
|
50 |
+
"task": task_state,
|
51 |
+
"solution_options": solution_state,
|
52 |
+
"selected_option": selected_option,
|
53 |
+
"comment": comment_text,
|
54 |
+
"final_solution": final_solution_text,
|
55 |
+
"timestamp": datetime.now().isoformat()
|
56 |
+
}
|
57 |
+
try:
|
58 |
+
with open("rlhf_data.jsonl", "a", encoding="utf-8") as f:
|
59 |
+
json.dump(record, f, ensure_ascii=False)
|
60 |
+
f.write("\n")
|
61 |
+
feedback_text = f"✅ RLHF 数据已保存,选择了解法 {selected_option}"
|
62 |
+
except Exception as e:
|
63 |
+
feedback_text = f"❌ 保存失败:{str(e)}"
|
64 |
+
return feedback_text
|
65 |
+
|
66 |
+
generate_task.click(fn=handle_jd_submit, inputs=[jd_text], outputs=[task, solution_options, jd_state, task_state, solution_state])
|
67 |
+
submit.click(fn=handle_submit, inputs=[solution_options, comment, final_solution], outputs=[feedback])
|
68 |
+
|
69 |
+
return demo
|
70 |
+
|
71 |
+
if __name__ == "__main__":
|
72 |
+
demo = build_ui()
|
73 |
+
demo.launch()
|