toy-intelligence / main.py
dwb2023's picture
simplify ui to assess model issues
f5db663
import gradio as gr
from src.analyzer import EventAnalyzer
from ui.format import ResultFormatter
from ui.styles import css
# Initialize analyzer
analyzer = EventAnalyzer()
async def process_input(text: str) -> str:
"""Process input text and return formatted HTML results."""
result = await analyzer.analyze_event(text)
return ResultFormatter.format_results(result)
# Define example inputs
EXAMPLES = [
["John from Tech Corp. is attending the meeting in Washington, DC tomorrow at 14:30 #tech"],
["Sarah Johnson and Mike Smith from Defense Systems Inc. are conducting training in Norfolk, VA on June 15th #defense #training"],
["Team meeting at headquarters with @commander_smith at 0900 #briefing"],
["Prof. Maria Garcia from MIT will present her research at Stanford University on quantum computing next Thursday at 15:00 PST #science #quantum"],
["Annual cybersecurity conference by InfoSec Systems at Dubai World Trade Centre from May 5-7, featuring keynote speaker Dr. James Wilson #security"],
["Emergency response drill coordinated by FEMA and local authorities in Houston, TX on April 2nd at 0800 hours #emergency #preparedness"]
]
# Create custom theme with better alert colors
theme = gr.themes.Soft(
primary_hue="blue",
secondary_hue="neutral",
)
# Create Gradio interface
demo = gr.Interface(
fn=process_input,
inputs=[
gr.Textbox(
label="Event Text",
placeholder="Enter text to analyze (e.g., 'John from Tech Corp. is attending the meeting in Washington, DC tomorrow at 14:30 #tech')",
lines=3
)
],
outputs=gr.HTML(),
title="Event Analysis System",
description="Analyze text to extract entities, assess confidence, and identify key event information with relationship tracking.",
css=css,
theme=theme,
examples=EXAMPLES
)
if __name__ == "__main__":
demo.launch()