Day 13: AI Model Abstraction Layer - Complete Implementation Guide
🎯 What We'll Build Today
Core Learning Objectives:
Vendor-Agnostic AI Integration using the Adapter Pattern
Automatic Failover Mechanism for high availability
Real-time Health Monitoring across multiple providers
Production-Ready Architecture with Python backend + JavaScript frontend
Key Components:
Abstract provider interface for seamless AI service switching
Intelligent provider manager with fallback logic
Health monitoring dashboard with live status updates
Comprehensive testing framework for reliability validation
🏗️ The Architecture We're Building
[📊 : Component Architecture Diagram]
Our abstraction layer creates a smart proxy between your application and external AI providers, enabling: