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Update utils.py from anycoder

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  1. utils.py +43 -0
utils.py ADDED
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+ import json
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+ import time
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+ from typing import Dict, List, Optional
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+ from datetime import datetime
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+ import numpy as np
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+
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+ class PsychologicalFramework:
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+ """Implements structured psychological frameworks for transformation"""
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+
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+ def __init__(self):
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+ self.frameworks = {
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+ "shadow_work": {
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+ "description": "Identifying and integrating repressed aspects of personality",
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+ "stages": ["Recognition", "Acceptance", "Integration", "Transformation"],
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+ }
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+
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+ def shadow_integration_protocol(self, user_id: str) -> Dict:
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+ """Get user's shadow work progress"""
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+ return {
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+ "integration_level": 0.0,
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+ "authenticity_score": 0.0,
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+ "fragmentation_index": 0.0,
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+ }
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+
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+ def generate_daily_insights(self, user_id: str) -> str:
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+ """Generate daily astrological insights"""
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+ insights = [
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+ "The Moon in Scorpio invites deep emotional exploration...",
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+ "Your North Node alignment suggests karmic lessons in authenticity...",
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+ "I detect resistance in your energetic field around vulnerability...",
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+ "Today's celestial configuration emphasizes the need for integration of your shadow aspects...",
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+ ]
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+
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+ return f"🔮 **Daily Insight:** {np.random.choice(insights)}"
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+
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+ return insights
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+
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+ class EmotionalIntelligenceEngine:
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+ """Advanced emotional intelligence for AI responses"""
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+
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+ def __init__(self):
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+ self.emotional_language_model = {
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+ "vocabulary": ["integration", "authenticity", "vulnerability", "transformation", "shadow_work"])}