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# app.py
import gradio as gr
import os
from data_service import DataAssessmentService
import json
# Initialize service
service = DataAssessmentService(api_key=os.environ.get("OPENAI_API_KEY"))
def process_request(request_text: str) -> str:
"""Process the data request and return formatted results"""
try:
result = service.assess_request(request_text)
return json.dumps(result, indent=2)
except Exception as e:
return json.dumps({
"status": "error",
"message": str(e)
}, indent=2)
demo_text = """Example requests:
1. "Show me OPD patients from January 2024, including their diagnoses and waiting times"
2. "Get all emergency surgeries from last month with their durations and costs"
3. "List top 100 diagnoses from pediatric clinic in 2023"
"""
# Create Gradio interface
with gr.Blocks() as demo:
gr.Markdown("# Hospital Data Assessment Service")
gr.Markdown("Enter your data request in English to find available reports and data sources.")
with gr.Row():
request_input = gr.Textbox(
label="Data Request",
placeholder="Example: I need information about OPD patients who visited in January 2024, including their diagnoses and treating doctors",
lines=3
)
with gr.Row():
submit_btn = gr.Button("Analyze Request")
clear_btn = gr.Button("Clear")
with gr.Row():
output = gr.Textbox(
label="Analysis Result",
lines=10,
show_copy_button=True
)
with gr.Accordion("Example Requests", open=False):
gr.Markdown(demo_text)
submit_btn.click(
fn=process_request,
inputs=[request_input],
outputs=[output]
)
clear_btn.click(
fn=lambda: (None, None),
inputs=[],
outputs=[request_input, output]
)
gr.Markdown("""
### Notes:
- Please provide specific date ranges when requesting data
- The system will check availability across OPD, IPD, OR, and other hospital systems
- Results will show which reports are immediately available and which need additional processing
""")
if __name__ == "__main__":
demo.launch() |