Create an AI Wrapper Function
Start here - the core pattern for AI apps From the Smart Abstraction AI Coding Building Block.
Create a smart AI wrapper function called generate_with_ai() that tries multiple AI providers with automatic fallback. Language: [Python, JavaScript, TypeScript, etc.] Provider priority (try in this order): 1. [OpenAI GPT-4 / Claude / Gemini]: primary, fastest 2. [Claude / OpenAI / Gemini]: backup 3. Return a cached/default response if all fail Requirements: 1. Try the primary provider first 2. If it fails (timeout, rate limit, error), try the backup 3. If backup fails, return a graceful fallback (cached response or helpful error message) 4. Log which provider actually handled the request 5. Add reasonable timeouts so failed providers don't hang forever Keep it simple. I just want to understand the pattern. Show me: - The wrapper function itself - How to call it from my code - How to add a new provider to the chain later I'm learning, so explain each part simply.