The Problem with AI Integration


You want to add AI to your FastAPI backend.

What usually happens:


Install 5 different packages (openai, anthropic, langchain, etc.)
Write wrapper code for each provider
Handle streaming, caching, retries manually
Debug configuration hell
Spend 2 days integrating...