Breaking AI Provider Lock-in with a Generic Client Pattern

Hardcoding AI providers creates lock-in that demands extensive refactoring when switching services. This article introduces a generic client pattern using abstract base classes, enabling seamless provider switching without modifying application logic. This approach is crucial for cost optimization and maintaining flexibility as the AI landscape rapidly evolves.