Create app.py

app.py

@@ -0,0 +1,241 @@
+import gradio as gr
+import pandas as pd
+import numpy as np
+import random
+from datetime import datetime
+from scipy import stats
+from sklearn.preprocessing import StandardScaler
+
+class AdvancedNumerologyPredictor:
+    def __init__(self):
+        # Comprehensive Numerology Database
+        self.numerology_database = {
+            'life_path_insights': {
+                1: {
+                    'core_energy': 'Leadership and Innovation',
+                    'elemental_connection': 'Fire',
+                    'planetary_ruler': 'Sun',
+                    'compatibility_numbers': [3, 5, 7],
+                    'spiritual_lesson': 'Learn to lead without dominating',
+                },
+                2: {
+                    'core_energy': 'Cooperation and Sensitivity',
+                    'elemental_connection': 'Water',
+                    'planetary_ruler': 'Moon',
+                    'compatibility_numbers': [4, 6, 9],
+                    'spiritual_lesson': 'Develop self-worth and boundaries',
+                }
+                # More detailed insights for other numbers
+            },
+            'name_energy_analysis': {
+                'vowel_impact': {
+                    'a': 'Leadership and individuality',
+                    'e': 'Communication and freedom',
+                    'i': 'Intuition and inner wisdom',
+                },
+                'consonant_influence': {
+                    'b': 'Emotional depth',
+                    'c': 'Creativity and expression',
+                }
+            }
+        }
+
+        # Advanced Prediction Models
+        self.prediction_models = {
+            'love_compatibility_matrix': {
+                1: {
+                    'best_matches': [3, 5],
+                    'challenging_matches': [4, 8],
+                    'relationship_dynamics': 'Passionate and independent'
+                },
+                2: {
+                    'best_matches': [4, 6],
+                    'challenging_matches': [1, 7],
+                    'relationship_dynamics': 'Nurturing and supportive'
+                }
+            },
+            'career_potential_index': {
+                1: {
+                    'innovation_score': 0.9,
+                    'leadership_potential': 0.95,
+                    'entrepreneurial_spirit': 0.85
+                },
+                2: {
+                    'collaboration_score': 0.9,
+                    'emotional_intelligence': 0.95,
+                    'supportive_role_potential': 0.85
+                }
+            }
+        }
+
+    def advanced_name_energy_analysis(self, name):
+        """Perform advanced name energy analysis."""
+        # Normalize name
+        name = name.lower().replace(' ', '')
+
+        # Vowel and consonant analysis
+        vowels = [char for char in name if char in 'aeiou']
+        consonants = [char for char in name if char not in 'aeiou']
+
+        # Calculate name energy scores
+        vowel_energy = sum(ord(v) for v in vowels) / len(vowels) if vowels else 0
+        consonant_energy = sum(ord(c) for c in consonants) / len(consonants) if consonants else 0
+
+        return {
+            'vowel_analysis': {
+                'count': len(vowels),
+                'energy_score': vowel_energy,
+                'dominant_vowel_impact': self.numerology_database['name_energy_analysis']['vowel_impact'].get(
+                    max(set(vowels), key=vowels.count), 'Unique energy'
+                )
+            },
+            'consonant_analysis': {
+                'count': len(consonants),
+                'energy_score': consonant_energy,
+                'dominant_consonant_influence': self.numerology_database['name_energy_analysis']['consonant_influence'].get(
+                    max(set(consonants), key=consonants.count), 'Distinctive influence'
+                )
+            }
+        }
+
+    def generate_quantum_prediction(self, life_path, name, dob):
+        """Generate a multi-dimensional predictive analysis."""
+        # Name energy analysis
+        name_energy = self.advanced_name_energy_analysis(name)
+
+        # Life path insights
+        life_path_insights = self.numerology_database['life_path_insights'].get(
+            life_path,
+            {'core_energy': 'Unique Path', 'spiritual_lesson': 'Embrace your individuality'}
+        )
+
+        # Love and career compatibility
+        love_compatibility = self.prediction_models['love_compatibility_matrix'].get(life_path, {})
+        career_potential = self.prediction_models['career_potential_index'].get(life_path, {})
+
+        # Generate probabilistic future scenarios
+        future_scenarios = self._generate_future_scenarios(life_path)
+
+        # Comprehensive prediction
+        prediction = f"""
+🌟 QUANTUM NUMEROLOGY PROFILE: {name}
+=======================================
+
+🔢 LIFE PATH QUANTUM SIGNATURE
+------------------------------
+Life Path Number: {life_path}
+Core Energy: {life_path_insights['core_energy']}
+Elemental Connection: {life_path_insights.get('elemental_connection', 'Undefined')}
+Planetary Ruler: {life_path_insights.get('planetary_ruler', 'Uncharted')}
+
+🧬 NAME ENERGY QUANTUM ANALYSIS
+-------------------------------
+Vowel Energy:
+• Count: {name_energy['vowel_analysis']['count']}
+• Energy Score: {name_energy['vowel_analysis']['energy_score']:.2f}
+• Dominant Vowel Impact: {name_energy['vowel_analysis']['dominant_vowel_impact']}
+
+Consonant Energy:
+• Count: {name_energy['consonant_analysis']['count']}
+• Energy Score: {name_energy['consonant_analysis']['energy_score']:.2f}
+• Dominant Consonant Influence: {name_energy['consonant_analysis']['dominant_consonant_influence']}
+
+❤️ QUANTUM LOVE COMPATIBILITY
+-----------------------------
+Best Romantic Matches: {love_compatibility.get('best_matches', 'Exploring')}
+Challenging Matches: {love_compatibility.get('challenging_matches', 'Navigating')}
+Relationship Dynamics: {love_compatibility.get('relationship_dynamics', 'Complex Interactions')}
+
+💼 CAREER QUANTUM POTENTIAL
+---------------------------
+Innovation Potential: {career_potential.get('innovation_score', 0):.2f}/1.00
+Leadership Capacity: {career_potential.get('leadership_potential', 0):.2f}/1.00
+Entrepreneurial Spirit: {career_potential.get('entrepreneurial_spirit', 0):.2f}/1.00
+
+🌈 FUTURE QUANTUM SCENARIOS
+---------------------------
+{chr(10).join(future_scenarios)}
+
+🔮 SPIRITUAL QUANTUM LESSON
+---------------------------
+{life_path_insights.get('spiritual_lesson', 'Continuous Evolution')}
+
+UNIVERSAL GUIDANCE:
+-------------------
+Embrace the quantum field of possibilities. Your numbers are not destiny,
+but a vibrational blueprint for potential and growth.
+"""
+        return prediction
+
+    def _generate_future_scenarios(self, life_path):
+        """Generate probabilistic future scenarios."""
+        current_year = datetime.now().year
+        scenarios = [
+            f"{current_year}: Potential breakthrough in personal development",
+            f"{current_year+1}: Opportunity for significant transformation",
+            f"{current_year+2}: Alignment of personal and professional goals"
+        ]
+
+        # Add some randomness and life path-specific scenarios
+        life_path_specific_scenarios = {
+            1: [
+                "Emerging leadership opportunities",
+                "Breakthrough in innovative projects"
+            ],
+            2: [
+                "Deep emotional healing",
+                "Strengthening of important relationships"
+            ]
+        }
+
+        scenarios.extend(
+            life_path_specific_scenarios.get(life_path, [
+                "Unique path of personal discovery"
+            ])
+        )
+
+        return scenarios
+
+# Numerology Calculation Functions
+def calculate_life_path_number(dob):
+    """Calculate Life Path Number from date of birth."""
+    dob_digits = [int(d) for d in dob.replace('-', '').replace('/', '')]
+    total_sum = sum(dob_digits)
+    while total_sum > 9:
+        total_sum = sum(int(digit) for digit in str(total_sum))
+    return total_sum
+
+# Initialize Advanced Predictor
+quantum_predictor = AdvancedNumerologyPredictor()
+
+# Gradio Interface Function
+def quantum_numerology_agent(name, dob):
+    """Main function to process quantum numerology predictions."""
+    try:
+        # Calculate Life Path Number
+        life_path_number = calculate_life_path_number(dob)
+
+        # Generate Comprehensive Quantum Prediction
+        prediction = quantum_predictor.generate_quantum_prediction(
+            life_path_number, name, dob
+        )
+
+        return prediction
+
+    except Exception as e:
+        return f"Error in quantum prediction: {str(e)}"
+
+# Create Gradio Interface
+interface = gr.Interface(
+    fn=quantum_numerology_agent,
+    inputs=[
+        gr.Textbox(label="Full Name"),
+        gr.Textbox(label="Date of Birth (YYYY-MM-DD)")
+    ],
+    outputs=gr.Textbox(label="Quantum Numerology Profile"),
+    title="🌌 Quantum Numerology Insight Generator",
+    description="Unlock the quantum potential of your numerological blueprint!"
+)
+
+# Launch the interface
+interface.launch(debug=True)