Intent-Aware Document Summarizer

""" Simple lightweight web UI for document summarization """ import logging from pathlib import Path from fastapi import FastAPI from fastapi.responses import HTMLResponse import uvicorn from .summarizer import TechnicalDocumentSummarizer logger = logging.getLogger(__name__) # Create FastAPI app for UI ui_app = FastAPI(title="Document Summarizer UI") # HTML template - Enhanced with all features HTML_TEMPLATE = """ Intent-Aware Document Summarizer

Summarizer

⚙️ Quick Settings

Language

Summary Type

Quality Preference

Document Text:

Language:

Summary Type:

Quality:

Analyzing document and generating summary...

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Default Language

Default Summary Type

Quality Preference

""" @ui_app.get("/", response_class=HTMLResponse) async def get_ui(): """Serve the UI HTML.""" return HTML_TEMPLATE # Global summarizer for UI _summarizer = None def get_summarizer_ui(language: str = "english"): """Get or create summarizer instance.""" global _summarizer if _summarizer is None: _summarizer = TechnicalDocumentSummarizer(language=language) return _summarizer @ui_app.post("/api/summarize") async def api_summarize(request: dict): """API endpoint for summarization.""" try: document = request.get('document', '') language = request.get('language', 'english') intent = request.get('intent', 'technical_overview') quality_preference = request.get('quality_preference', 'balanced') if not document: return {"error": "Document is required"}, 400 summarizer = get_summarizer_ui(language) # Use auto_summarize for better model selection result = summarizer.auto_summarize( document=document, intent=intent, quality_preference=quality_preference, language=language ) return { "summary": result.get('summary', result), "language": language, "intent": intent, "length": len(str(result.get('summary', result)).split()), "model": result.get('model', 'auto'), "complexity": result.get('complexity', 'unknown'), "use_rag": result.get('use_rag', False) } except Exception as e: logger.error(f"Error: {str(e)}") return {"error": str(e)} def run_ui(host: str = "0.0.0.0", port: int = 8001): """ Run the web UI. Args: host: Host to bind to port: Port to bind to """ logger.info(f"Starting Web UI at http://{host}:{port}") uvicorn.run( ui_app, host=host, port=port, log_level="info" ) if __name__ == "__main__": run_ui()

📄 Single Document

📁 Batch Processing

📜 Summary History

⚙️ Settings