Overview
Comprehensive documentation for the Esto Smart Real Estate Platform
Esto Smart Real Estate Platform
Welcome to the Esto Smart Real Estate Platform - a cutting-edge, AI-powered real estate management system designed to revolutionize property matching and client management in Algeria and beyond. Our platform combines microservices architecture, machine learning, and intelligent automation to deliver unparalleled efficiency in real estate operations.
🏗️ System Architecture
Esto is built on a modern, scalable microservices architecture with the following core components:
Core Services
- API Gateway - NestJS-based gateway handling all external requests
- Contact Service - Manages client profiles and preferences with PostgreSQL
- Estate Service - Handles property listings and management
- Matcher Service - Rust-based AI engine for intelligent property-client matching
- Agents Service - Python-based AI agents for marketing and analysis
Infrastructure
- Vector Database - Qdrant for high-performance similarity search
- Relational Database - PostgreSQL for transactional data
- Message Queue - gRPC for inter-service communication
- Container Orchestration - Docker Compose for deployment
🚀 Key Features
🤖 AI-Powered Matching
- Intelligent Recommendations: Advanced ML algorithms match properties to clients based on preferences, budget, and location
- Real-time Scoring: Dynamic similarity scoring using vector embeddings
- Smart Filtering: Hybrid algorithms combining business rules, collaborative filtering, and content-based matching
📊 Contact Management
- Comprehensive Profiles: Detailed client information including preferences, budget ranges, and family situation
- Bulk Operations: Efficient handling of thousands of contacts with batch processing
- Advanced Search: Multi-criteria filtering and search capabilities
- Geographic Intelligence: Wilaya and baladiya-based location matching
🏠 Property Management
- Rich Property Data: Complete property information with images, specifications, and pricing
- Multi-type Support: Apartments, villas, offices, and commercial properties
- Location Intelligence: Precise location mapping with administrative divisions
- Bulk Listing: Efficient property creation and management
🎯 Marketing Intelligence
- Facebook Marketing: AI-generated marketing strategies for property promotion
- Property Comparison: Intelligent side-by-side property analysis
- Dynamic Content: Automated content generation for marketing campaigns
- Performance Analytics: Track marketing effectiveness and client engagement
📄 Document Generation
- PDF Invoices: Automated quote and invoice generation
- Property Comparisons: Professional comparison documents
- Custom Templates: Flexible document formatting and branding
🔧 Technical Excellence
Performance
- High Scalability: Handles 10,000+ contacts efficiently
- Low Latency: Sub-second response times for recommendations
- Real-time Processing: Instant property-client matching
- Optimized Queries: Efficient database operations with indexing
Reliability
- Health Monitoring: Comprehensive service health checks
- Error Handling: Robust error management and recovery
- Data Integrity: ACID compliance with PostgreSQL
- Backup & Recovery: Automated data protection
Security
- API Security: JWT-based authentication and authorization
- Data Protection: Encrypted data transmission
- Input Validation: Comprehensive request validation
- Audit Logging: Complete operation tracking
🎯 Use Cases
Real Estate Agencies
- Client Management: Efficient handling of large client databases
- Property Matching: Automated matching of properties to qualified clients
- Marketing Automation: AI-powered marketing strategies
- Performance Tracking: Analytics and reporting capabilities
Property Developers
- Inventory Management: Comprehensive property listing management
- Client Acquisition: Automated lead generation and qualification
- Market Analysis: Data-driven market insights
- Sales Optimization: Intelligent sales pipeline management
Individual Agents
- Personal CRM: Individual client and property management
- Time Savings: Automated matching reduces manual work
- Better Conversions: Higher quality leads and matches
- Professional Tools: Enterprise-grade capabilities for individual use
🚀 Getting Started
Quick Start
- Clone the Repository:
git clone <repository-url> - Start Services:
docker-compose up -d - Access API:
http://localhost:8000 - View Documentation: Navigate through the docs
Development Setup
- API Gateway: Port 8000
- Contact Service: Port 8001
- Agents Service: Port 8003
- Matcher Service: Port 8004
📚 Documentation Sections
- API Reference - Complete API documentation
- Data Models - Entity schemas and relationships
- Recommendation Logic - AI matching algorithms
- Integration Guide - Implementation examples
- PDF Generation - Document creation features
- Testing - Testing strategies and examples
🔮 Roadmap
Phase 1 (Current)
- ✅ Core microservices architecture
- ✅ AI-powered matching engine
- ✅ Contact and property management
- ✅ Basic marketing automation
Phase 2 (Next)
- 🔄 Advanced analytics dashboard
- 🔄 Mobile application
- 🔄 Advanced ML models
- 🔄 Multi-language support
Phase 3 (Future)
- 📋 Blockchain integration
- 📋 Virtual reality property tours
- 📋 Advanced predictive analytics
- 📋 International expansion
Ready to transform your real estate operations? Start with our API Reference to integrate Esto into your workflow.