#!/usr/bin/env python3 """ Codette Web Application Entry Point Imports and orchestrates all Codette AI framework modules """ import asyncio import logging from pathlib import Path import sys import os # Add project root to Python path project_root = Path(__file__).parent.parent sys.path.insert(0, str(project_root)) # Core Codette imports from ai_core import AICore from ai_core_system import AICore as AISystem from codette import Codette from codette2 import CodetteCQURE from cognitive_processor import CognitiveProcessor from defense_system import DefenseSystem from health_monitor import HealthMonitor from config_manager import EnhancedAIConfig from fractal import analyze_identity # Quantum and simulation imports from quantum_harmonic_framework import quantum_harmonic_dynamics from codette_quantum_multicore import codette_experiment_task from codette_meta_3d import * from codette_timeline_animation import * # Component imports from Codette_final.components.adaptive_learning import AdaptiveLearningEnvironment from Codette_final.components.ai_driven_creativity import AIDrivenCreativity from Codette_final.components.ethical_governance import EthicalAIGovernance from Codette_final.components.sentiment_analysis import EnhancedSentimentAnalyzer from Codette_final.components.real_time_data import RealTimeDataIntegrator # Authentication and security from cognitive_auth import CognitiveAuthManager # Utilities import numpy as np import matplotlib.pyplot as plt from typing import Dict, List, Any, Optional # Configure logging logging.basicConfig( level=logging.INFO, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s' ) logger = logging.getLogger(__name__) class CodetteWebApplication: """Main Codette Web Application Class""" def __init__(self): logger.info("Initializing Codette Web Application...") # Core AI systems self.ai_core = None self.ai_system = None self.codette_classic = None self.codette_cqure = None # Processing engines self.cognitive_processor = None self.defense_system = None self.health_monitor = None # Component systems self.learning_env = None self.creativity_engine = None self.ethical_gov = None self.sentiment_analyzer = None self.data_integrator = None # Authentication self.auth_manager = CognitiveAuthManager() # Configuration self.config = None self._initialize_systems() def _initialize_systems(self): """Initialize all Codette subsystems""" try: # Load configuration self.config = EnhancedAIConfig("config.json") logger.info("Configuration loaded successfully") # Initialize core AI systems self.ai_core = AICore() logger.info("AI Core initialized") # Initialize classic Codette self.codette_classic = Codette(user_name="WebUser") logger.info("Classic Codette initialized") # Initialize CQURE system self.codette_cqure = CodetteCQURE( perspectives=["Newton", "DaVinci", "Ethical", "Quantum", "Memory"], ethical_considerations="Codette Manifesto: kindness, inclusion, safety, hope.", spiderweb_dim=5, memory_path="quantum_cocoon.json", recursion_depth=4, quantum_fluctuation=0.07 ) logger.info("Codette CQURE initialized") # Initialize processing engines self.cognitive_processor = CognitiveProcessor(["scientific", "creative", "emotional"]) self.defense_system = DefenseSystem(["evasion", "adaptability", "barrier"]) self.health_monitor = HealthMonitor() logger.info("Processing engines initialized") # Initialize components self.learning_env = AdaptiveLearningEnvironment() self.creativity_engine = AIDrivenCreativity() self.ethical_gov = EthicalAIGovernance() self.sentiment_analyzer = EnhancedSentimentAnalyzer() self.data_integrator = RealTimeDataIntegrator() logger.info("Component systems initialized") except Exception as e: logger.error(f"System initialization failed: {e}") raise async def process_query(self, query: str, user_id: str = "web_user") -> Dict[str, Any]: """Process a query through all Codette systems""" try: logger.info(f"Processing query: {query}") # Health check first health_status = await self.health_monitor.check_status() # Sentiment analysis sentiment = self.sentiment_analyzer.analyze(query) # Cognitive processing insights = self.cognitive_processor.generate_insights(query) # Classic Codette response classic_response = self.codette_classic.respond(query) # CQURE response cqure_response = self.codette_cqure.answer(query) # Apply defense filters filtered_response = self.defense_system.apply_defenses(cqure_response) # Ethical governance ethical_decision = self.ethical_gov.enforce_policies(filtered_response) # Compile comprehensive response response = { "query": query, "insights": insights, "classic_response": classic_response, "cqure_response": filtered_response, "ethical_decision": ethical_decision, "sentiment": sentiment, "health_status": health_status, "timestamp": asyncio.get_event_loop().time() } logger.info("Query processed successfully") return response except Exception as e: logger.error(f"Query processing failed: {e}") return { "error": f"Processing failed: {str(e)}", "query": query, "timestamp": asyncio.get_event_loop().time() } def run_quantum_simulation(self, cores: int = 4) -> List[str]: """Run quantum simulation experiment""" try: logger.info(f"Running quantum simulation on {cores} cores") from multiprocessing import Pool with Pool(cores) as pool: jobs = list(range(cores)) results = pool.map(codette_experiment_task, jobs) logger.info("Quantum simulation completed") return results except Exception as e: logger.error(f"Quantum simulation failed: {e}") return [] def analyze_identity_fractal(self, micro_generations: List[Dict], informational_states: List[Dict], perspectives: List[str]) -> Dict[str, Any]: """Perform fractal identity analysis""" try: quantum_analogies = {"entanglement": True, "limits": "Theoretical reasoning only"} philosophical_context = {"continuity": True, "emergent": True} results = analyze_identity( micro_generations, informational_states, perspectives, quantum_analogies, philosophical_context ) logger.info("Fractal identity analysis completed") return results except Exception as e: logger.error(f"Identity analysis failed: {e}") return {"error": str(e)} # Global application instance app = None def get_app() -> CodetteWebApplication: """Get the global application instance""" global app if app is None: app = CodetteWebApplication() return app async def main(): """Main application entry point""" try: # Initialize application application = get_app() # Test query test_query = "What is the meaning of consciousness in AI?" response = await application.process_query(test_query) print("\n" + "="*50) print("CODETTE WEB APPLICATION INITIALIZED") print("="*50) print(f"Test Query: {test_query}") print(f"Response: {response}") print("="*50) return application except Exception as e: logger.error(f"Application startup failed: {e}") raise if __name__ == "__main__": # Run the application asyncio.run(main())