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""" |
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DeepCode CLI - Open-Source Code Agent |
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ๆทฑๅบฆไปฃ็ CLI - ๅผๆบไปฃ็ ๆบ่ฝไฝ |
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๐งฌ Data Intelligence Lab @ HKU |
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โก Revolutionizing Research Reproducibility through Multi-Agent Architecture |
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""" |
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import os |
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import sys |
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import asyncio |
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import argparse |
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os.environ["PYTHONDONTWRITEBYTECODE"] = "1" |
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current_dir = os.path.dirname(os.path.abspath(__file__)) |
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parent_dir = os.path.dirname(current_dir) |
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if parent_dir not in sys.path: |
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sys.path.insert(0, parent_dir) |
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from cli.cli_app import CLIApp, Colors |
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def print_enhanced_banner(): |
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"""ๆพ็คบๅขๅผบ็ๅฏๅจๆจชๅน
""" |
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banner = f""" |
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{Colors.CYAN}โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ |
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โ โ |
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โ {Colors.BOLD}{Colors.MAGENTA}๐งฌ DeepCode - Open-Source Code Agent{Colors.CYAN} โ |
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โ โ |
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โ {Colors.BOLD}{Colors.YELLOW}โก DATA INTELLIGENCE LAB @ HKU โก{Colors.CYAN} โ |
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โ โ |
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โ Revolutionizing research reproducibility through collaborative AI โ |
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โ Building the future where code is reproduced from natural language โ |
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โ โ |
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โ {Colors.BOLD}{Colors.GREEN}๐ค Key Features:{Colors.CYAN} โ |
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โ โข Automated paper-to-code reproduction โ |
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โ โข Multi-agent collaborative architecture โ |
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โ โข Open-source and extensible design โ |
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โ โข Join our growing research community โ |
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โ โ |
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โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ{Colors.ENDC} |
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""" |
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print(banner) |
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def check_environment(): |
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"""ๆฃๆฅ่ฟ่ก็ฏๅข""" |
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print(f"{Colors.CYAN}๐ Checking environment...{Colors.ENDC}") |
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if sys.version_info < (3, 8): |
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print( |
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f"{Colors.FAIL}โ Python 3.8+ required. Current: {sys.version}{Colors.ENDC}" |
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) |
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return False |
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print(f"{Colors.OKGREEN}โ
Python {sys.version.split()[0]} - OK{Colors.ENDC}") |
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required_modules = [ |
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("asyncio", "Async IO support"), |
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("pathlib", "Path handling"), |
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("typing", "Type hints"), |
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] |
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missing_modules = [] |
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for module, desc in required_modules: |
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try: |
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__import__(module) |
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print(f"{Colors.OKGREEN}โ
{desc} - OK{Colors.ENDC}") |
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except ImportError: |
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missing_modules.append(module) |
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print(f"{Colors.FAIL}โ {desc} - Missing{Colors.ENDC}") |
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if missing_modules: |
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print( |
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f"{Colors.FAIL}โ Missing required modules: {', '.join(missing_modules)}{Colors.ENDC}" |
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) |
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return False |
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print(f"{Colors.OKGREEN}โ
Environment check passed{Colors.ENDC}") |
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return True |
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def parse_arguments(): |
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"""่งฃๆๅฝไปค่กๅๆฐ""" |
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parser = argparse.ArgumentParser( |
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description="DeepCode CLI - Open-Source Code Agent by Data Intelligence Lab @ HKU", |
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formatter_class=argparse.RawDescriptionHelpFormatter, |
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epilog=f""" |
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{Colors.BOLD}Examples:{Colors.ENDC} |
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{Colors.CYAN}python main_cli.py{Colors.ENDC} # Interactive mode |
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{Colors.CYAN}python main_cli.py --file paper.pdf{Colors.ENDC} # Process file directly |
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{Colors.CYAN}python main_cli.py --url https://...{Colors.ENDC} # Process URL directly |
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{Colors.CYAN}python main_cli.py --chat "Build a web app..."{Colors.ENDC} # Process chat requirements |
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{Colors.CYAN}python main_cli.py --optimized{Colors.ENDC} # Use optimized mode |
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{Colors.CYAN}python main_cli.py --disable-segmentation{Colors.ENDC} # Disable document segmentation |
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{Colors.CYAN}python main_cli.py --segmentation-threshold 30000{Colors.ENDC} # Custom segmentation threshold |
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{Colors.BOLD}Pipeline Modes:{Colors.ENDC} |
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{Colors.GREEN}Comprehensive{Colors.ENDC}: Full intelligence analysis with indexing |
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{Colors.YELLOW}Optimized{Colors.ENDC}: Fast processing without indexing |
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{Colors.BOLD}Document Processing:{Colors.ENDC} |
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{Colors.BLUE}Smart Segmentation{Colors.ENDC}: Intelligent document segmentation for large papers |
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{Colors.MAGENTA}Supported Formats{Colors.ENDC}: PDF, DOCX, DOC, PPT, PPTX, XLS, XLSX, HTML, TXT, MD |
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""", |
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) |
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parser.add_argument( |
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"--file", "-f", type=str, help="Process a specific file (PDF, DOCX, TXT, etc.)" |
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) |
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parser.add_argument( |
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"--url", "-u", type=str, help="Process a research paper from URL" |
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) |
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parser.add_argument( |
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"--chat", |
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"-t", |
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type=str, |
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help="Process coding requirements via chat input (provide requirements as argument)", |
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) |
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parser.add_argument( |
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"--optimized", |
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"-o", |
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action="store_true", |
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help="Use optimized mode (skip indexing for faster processing)", |
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) |
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parser.add_argument( |
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"--disable-segmentation", |
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action="store_true", |
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help="Disable intelligent document segmentation (use traditional full-document processing)", |
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) |
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parser.add_argument( |
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"--segmentation-threshold", |
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type=int, |
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default=50000, |
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help="Document size threshold (characters) to trigger segmentation (default: 50000)", |
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) |
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parser.add_argument( |
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"--verbose", "-v", action="store_true", help="Enable verbose output" |
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) |
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return parser.parse_args() |
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async def run_direct_processing(app: CLIApp, input_source: str, input_type: str): |
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"""็ดๆฅๅค็ๆจกๅผ๏ผ้ไบคไบๅผ๏ผ""" |
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try: |
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print( |
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f"\n{Colors.BOLD}{Colors.CYAN}๐ Starting direct processing mode...{Colors.ENDC}" |
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) |
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print(f"{Colors.CYAN}Input: {input_source}{Colors.ENDC}") |
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print(f"{Colors.CYAN}Type: {input_type}{Colors.ENDC}") |
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print( |
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f"{Colors.CYAN}Mode: {'๐ง Comprehensive' if app.cli.enable_indexing else 'โก Optimized'}{Colors.ENDC}" |
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) |
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init_result = await app.initialize_mcp_app() |
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if init_result["status"] != "success": |
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print( |
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f"{Colors.FAIL}โ Initialization failed: {init_result['message']}{Colors.ENDC}" |
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) |
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return False |
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result = await app.process_input(input_source, input_type) |
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if result["status"] == "success": |
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print( |
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f"\n{Colors.BOLD}{Colors.OKGREEN}๐ Processing completed successfully!{Colors.ENDC}" |
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) |
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return True |
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else: |
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print( |
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f"\n{Colors.BOLD}{Colors.FAIL}โ Processing failed: {result.get('error', 'Unknown error')}{Colors.ENDC}" |
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) |
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return False |
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except Exception as e: |
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print(f"\n{Colors.FAIL}โ Direct processing error: {str(e)}{Colors.ENDC}") |
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return False |
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finally: |
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await app.cleanup_mcp_app() |
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async def main(): |
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"""ไธปๅฝๆฐ""" |
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args = parse_arguments() |
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print_enhanced_banner() |
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if not check_environment(): |
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print( |
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f"\n{Colors.FAIL}๐จ Environment check failed. Please fix the issues and try again.{Colors.ENDC}" |
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) |
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sys.exit(1) |
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try: |
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app = CLIApp() |
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if args.optimized: |
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app.cli.enable_indexing = False |
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print( |
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f"\n{Colors.YELLOW}โก Optimized mode enabled - indexing disabled{Colors.ENDC}" |
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) |
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else: |
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print( |
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f"\n{Colors.GREEN}๐ง Comprehensive mode enabled - full intelligence analysis{Colors.ENDC}" |
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) |
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if hasattr(args, "disable_segmentation") and args.disable_segmentation: |
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print( |
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f"\n{Colors.MAGENTA}๐ Document segmentation disabled - using traditional processing{Colors.ENDC}" |
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) |
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app.segmentation_config = { |
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"enabled": False, |
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"size_threshold_chars": args.segmentation_threshold, |
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} |
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else: |
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print( |
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f"\n{Colors.BLUE}๐ Smart document segmentation enabled (threshold: {args.segmentation_threshold} chars){Colors.ENDC}" |
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) |
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app.segmentation_config = { |
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"enabled": True, |
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"size_threshold_chars": args.segmentation_threshold, |
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} |
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if args.file or args.url or args.chat: |
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if args.file: |
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if not os.path.exists(args.file): |
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print(f"{Colors.FAIL}โ File not found: {args.file}{Colors.ENDC}") |
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sys.exit(1) |
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success = await run_direct_processing(app, args.file, "file") |
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elif args.url: |
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success = await run_direct_processing(app, args.url, "url") |
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elif args.chat: |
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if len(args.chat.strip()) < 20: |
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print( |
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f"{Colors.FAIL}โ Chat input too short. Please provide more detailed requirements (at least 20 characters){Colors.ENDC}" |
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) |
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sys.exit(1) |
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success = await run_direct_processing(app, args.chat, "chat") |
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sys.exit(0 if success else 1) |
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else: |
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print(f"\n{Colors.CYAN}๐ฎ Starting interactive mode...{Colors.ENDC}") |
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await app.run_interactive_session() |
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except KeyboardInterrupt: |
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print(f"\n{Colors.WARNING}โ ๏ธ Application interrupted by user{Colors.ENDC}") |
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sys.exit(1) |
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except Exception as e: |
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print(f"\n{Colors.FAIL}โ Application errors: {str(e)}{Colors.ENDC}") |
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sys.exit(1) |
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if __name__ == "__main__": |
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asyncio.run(main()) |
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