Add comprehensive Monica AI System validation and fixes - missing __init__.py files, requirements.txt, setup guide, and validation script

Copilot · Genovese-Felipe · Copilot · commit 9d96de874215 · 2025-08-15T20:59:02.000Z
Co-authored-by: Genovese-Felipe &lt;216753956+Genovese-Felipe@users.noreply.github.com&gt;
diff --git a/AI_Knowledge_Extraction_System/core/__pycache__/__init__.cpython-312.pyc b/AI_Knowledge_Extraction_System/core/__pycache__/__init__.cpython-312.pyc
diff --git a/AI_Knowledge_Extraction_System/core/__pycache__/orchestrator.cpython-312.pyc b/AI_Knowledge_Extraction_System/core/__pycache__/orchestrator.cpython-312.pyc
diff --git a/Monica_AI_System/capabilities/__init__.py b/Monica_AI_System/capabilities/__init__.py
@@ -0,0 +1,13 @@
+"""
+Monica AI Capabilities
+=====================
+
+Specialized capabilities for the Monica AI Bot System including:
+- Knowledge Manager: Document processing and semantic analysis
+- Writing Assistant: Content generation and writing support
+"""
+
+from .knowledge_manager import KnowledgeManager
+from .writing_assistant import WritingAssistant
+
+__all__ = ['KnowledgeManager', 'WritingAssistant']
diff --git a/Monica_AI_System/config/__init__.py b/Monica_AI_System/config/__init__.py
@@ -0,0 +1,10 @@
+"""
+Monica AI Configuration
+======================
+
+Configuration settings and parameters for the Monica AI Bot System.
+"""
+
+from .settings import *
+
+__all__ = ['get_config', 'update_config', 'MONICA_CONFIG', 'BOT_CONFIG']
diff --git a/Monica_AI_System/core/__init__.py b/Monica_AI_System/core/__init__.py
@@ -0,0 +1,15 @@
+"""
+Monica AI Core Components
+========================
+
+Core components for the Monica AI Bot System including:
+- Bot Manager: Bot creation and lifecycle management
+- API Integration Framework: Multi-platform API management
+- Prompt System: Advanced prompt templates and optimization
+"""
+
+from .bot_manager import BotManager
+from .api_integration import APIIntegrationFramework
+from .prompt_system import PromptSystem
+
+__all__ = ['BotManager', 'APIIntegrationFramework', 'PromptSystem']
diff --git a/Monica_AI_System/integrations/__init__.py b/Monica_AI_System/integrations/__init__.py
@@ -0,0 +1,11 @@
+"""
+Monica AI Integrations
+=====================
+
+Platform integrations for the Monica AI Bot System including:
+- Platform Manager: Multi-platform communication and integration
+"""
+
+from .platform_manager import PlatformManager
+
+__all__ = ['PlatformManager']
diff --git a/SETUP_GUIDE.md b/SETUP_GUIDE.md
@@ -0,0 +1,70 @@
+# 🚀 Monica AI System - Installation & Setup Guide
+
+## Quick Start
+
+### 1. Install Dependencies
+```bash
+pip install -r requirements.txt
+```
+
+### 2. Verify Installation
+```bash
+python test_monica_ai.py
+```
+
+### 3. Run Dashboard
+```bash
+python final_dashboard.py
+```
+
+### 4. Access Dashboard
+Open your browser and go to: `http://localhost:8052`
+
+## System Requirements
+
+- Python 3.8+
+- 2GB RAM minimum
+- Internet connection for API integrations
+
+## Features Available
+
+### ✅ Working Features
+- ✅ Bot Management (8 predefined roles)
+- ✅ API Integration Framework (14 APIs)  
+- ✅ Prompt System (5 templates)
+- ✅ Knowledge Management (multi-format support)
+- ✅ Writing Assistant (content generation)
+- ✅ Platform Integrations (email, social media)
+- ✅ Dashboard Interface (dual navigation)
+
+### 🧪 Test Results
+All tests pass successfully:
+- Bot Manager: ✅ Creation, retrieval, analytics
+- API Integration: ✅ 14 APIs configured, status monitoring
+- Prompt System: ✅ 5 templates, generation, optimization  
+- Knowledge Manager: ✅ Upload, search, statistics
+- Writing Assistant: ✅ Title generation, content creation
+
+## Support
+
+If you encounter any issues:
+1. Check that all dependencies are installed
+2. Verify Python version (3.8+)
+3. Run the test suite to identify specific problems
+4. Check the dashboard logs for error messages
+
+## Architecture
+
+The system is built with a modular architecture:
+- `core/`: Essential components (Bot Manager, API Framework, Prompt System)
+- `capabilities/`: Specialized features (Knowledge Manager, Writing Assistant)
+- `integrations/`: Platform connections (Email, Social Media, etc.)
+- `config/`: System settings and configuration
+- `dashboard_integration.py`: Web interface integration
+
+## Security
+
+- Secure credential management
+- Rate limiting for API calls
+- Input validation and sanitization
+- Error handling and logging
diff --git a/requirements.txt b/requirements.txt
@@ -0,0 +1,62 @@
+# Core Dashboard Dependencies
+dash>=2.10.0
+plotly>=5.15.0
+pandas>=2.0.0
+numpy>=1.24.0
+
+# Data Processing and Analytics
+scikit-learn>=1.3.0
+scipy>=1.10.0
+
+# Monica AI System Dependencies
+# Core Libraries for Content Processing
+pdfplumber>=0.9.0
+PyPDF2>=3.0.1
+pillow>=9.5.0
+pytesseract>=0.3.10
+
+# Natural Language Processing
+spacy>=3.6.0
+nltk>=3.8.1
+sentence-transformers>=2.2.2
+transformers>=4.30.0
+
+# Vector Storage and Search
+chromadb>=0.4.0
+faiss-cpu>=1.7.4
+
+# Graph and Knowledge Management
+networkx>=3.1
+rdflib>=6.3.2
+
+# Metadata and Indexing
+python-magic>=0.4.27
+whoosh>=2.7.4
+
+# Image Processing and OCR
+opencv-python>=4.8.0
+easyocr>=1.7.0
+
+# Data Processing
+tqdm>=4.65.0
+beautifulsoup4>=4.12.0
+markdown>=3.4.3
+
+# Visualization Analysis
+matplotlib>=3.7.0
+seaborn>=0.12.0
+
+# JSON and XML Processing
+lxml>=4.9.0
+xmltodict>=0.13.0
+
+# File Handling
+pathlib2>=2.3.7
+
+# Web scraping and API integration
+requests>=2.31.0
+aiohttp>=3.8.0
+
+# Development and Testing
+pytest>=7.4.0
+pytest-asyncio>=0.21.0
diff --git a/validate_monica_ai.py b/validate_monica_ai.py
@@ -0,0 +1,169 @@
+#!/usr/bin/env python3
+"""
+Monica AI System Validation Script
+=================================
+
+Comprehensive validation to ensure the Monica AI System is properly 
+implemented and all components work correctly.
+"""
+
+import sys
+import traceback
+
+def validate_imports():
+    """Validate all core imports work correctly."""
+    print("🔍 Validating imports...")
+    
+    try:
+        # Core imports
+        from Monica_AI_System import BotManager, APIIntegrationFramework, PromptSystem, PlatformManager
+        print("   ✅ Main package imports successful")
+        
+        # Module-specific imports
+        from Monica_AI_System.core import BotManager as CoreBotManager
+        from Monica_AI_System.capabilities import KnowledgeManager, WritingAssistant
+        from Monica_AI_System.integrations import PlatformManager as IntegrationPlatformManager
+        from Monica_AI_System.config import get_config
+        print("   ✅ Submodule imports successful")
+        
+        # Dashboard integration
+        from Monica_AI_System.dashboard_integration import integrate_monica_with_dashboard
+        print("   ✅ Dashboard integration import successful")
+        
+        return True
+    except Exception as e:
+        print(f"   ❌ Import error: {e}")
+        traceback.print_exc()
+        return False
+
+def validate_basic_functionality():
+    """Test basic functionality of core components."""
+    print("🧪 Validating basic functionality...")
+    
+    try:
+        from Monica_AI_System.core.bot_manager import BotManager
+        from Monica_AI_System.core.api_integration import APIIntegrationFramework
+        from Monica_AI_System.core.prompt_system import PromptSystem
+        
+        # Test BotManager
+        bot_manager = BotManager()
+        bot_id = bot_manager.create_bot(
+            name="Validation Bot",
+            role="General Assistant",
+            description="Test bot for validation",
+            capabilities=["General assistance", "Question answering"],
+            knowledge_domains=["General knowledge", "Basic support"],
+            owner_id="validator"
+        )
+        print("   ✅ Bot creation successful")
+        
+        # Test API Framework
+        api_framework = APIIntegrationFramework()
+        status = api_framework.get_api_status()
+        print(f"   ✅ API framework status: {len(status)} APIs available")
+        
+        # Test Prompt System
+        prompt_system = PromptSystem()
+        templates = prompt_system.list_templates()
+        print(f"   ✅ Prompt system: {len(templates)} templates available")
+        
+        return True
+    except Exception as e:
+        print(f"   ❌ Functionality error: {e}")
+        traceback.print_exc()
+        return False
+
+def validate_dashboard():
+    """Test dashboard integration."""
+    print("🎯 Validating dashboard integration...")
+    
+    try:
+        import dash
+        from Monica_AI_System.dashboard_integration import integrate_monica_with_dashboard
+        
+        # Create test app
+        app = dash.Dash(__name__)
+        
+        # Test integration
+        integrate_monica_with_dashboard(app)
+        print("   ✅ Dashboard integration successful")
+        
+        return True
+    except Exception as e:
+        print(f"   ❌ Dashboard error: {e}")
+        traceback.print_exc()
+        return False
+
+def validate_requirements():
+    """Check if requirements are satisfied."""
+    print("📦 Validating requirements...")
+    
+    required_packages = [
+        ('dash', 'dash'), 
+        ('plotly', 'plotly'), 
+        ('pandas', 'pandas'), 
+        ('numpy', 'numpy'), 
+        ('scikit-learn', 'sklearn')
+    ]
+    
+    missing = []
+    for package_name, import_name in required_packages:
+        try:
+            __import__(import_name)
+            print(f"   ✅ {package_name}")
+        except ImportError:
+            missing.append(package_name)
+            print(f"   ❌ {package_name} - missing")
+    
+    if missing:
+        print(f"   ⚠️  Missing packages: {', '.join(missing)}")
+        print("   📝 Run: pip install -r requirements.txt")
+        return False
+    
+    return True
+
+def main():
+    """Run comprehensive validation."""
+    print("🚀 Monica AI System Validation")
+    print("=" * 50)
+    
+    validations = [
+        ("Requirements", validate_requirements),
+        ("Imports", validate_imports),
+        ("Basic Functionality", validate_basic_functionality),
+        ("Dashboard Integration", validate_dashboard)
+    ]
+    
+    results = []
+    for name, validation_func in validations:
+        try:
+            result = validation_func()
+            results.append((name, result))
+            print()
+        except Exception as e:
+            print(f"❌ {name} validation failed: {e}")
+            results.append((name, False))
+            print()
+    
+    # Summary
+    print("📊 Validation Summary")
+    print("-" * 30)
+    
+    all_passed = True
+    for name, passed in results:
+        status = "✅ PASS" if passed else "❌ FAIL"
+        print(f"{name:20} {status}")
+        if not passed:
+            all_passed = False
+    
+    print()
+    if all_passed:
+        print("🎉 All validations passed! Monica AI System is ready to use.")
+        print("🚀 Run: python final_dashboard.py")
+        return 0
+    else:
+        print("⚠️  Some validations failed. Please check the errors above.")
+        return 1
+
+if __name__ == "__main__":
+    sys.exit(main())
