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Create main.py
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main.py
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import streamlit as st
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from utils.config import load_config
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from core.text_processing import TextProcessor
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from core.analysis import AdvancedAnalyzer
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from core.ui import UI
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def main():
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# Load configuration
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config = load_config()
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# Setup UI
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UI.setup_page()
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# Initialize processors
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text_processor = TextProcessor(config)
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analyzer = AdvancedAnalyzer(config)
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# Sidebar configuration
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with st.sidebar:
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st.title("Analysis Settings")
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config['analysis']['num_topics'] = st.slider(
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"Number of Topics",
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2, 10,
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config['analysis']['num_topics']
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)
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config['analysis']['min_entity_confidence'] = st.slider(
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"Entity Confidence Threshold",
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0.0, 1.0,
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config['analysis']['min_entity_confidence']
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)
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# Main content
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st.title("Enhanced AI Output Analyzer")
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# Input section
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input_method = st.radio("Choose input method:", ["Text Input", "File Upload"])
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if input_method == "File Upload":
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text = text_processor.process_file_upload(
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st.file_uploader("Upload a text file", type=['txt'])
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)
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else:
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text = st.text_area("Enter text to analyze:", height=200)
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# Analysis section
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if st.button("Analyze", type="primary") and text_processor.validate_text(
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text, config['analysis']['max_text_length']
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):
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try:
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with st.spinner("Analyzing text..."):
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results = analyzer.analyze_text(text)
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UI.display_results(results)
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except Exception as e:
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st.error(f"An error occurred during analysis: {str(e)}")
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if __name__ == "__main__":
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main()
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