Implement caching to reduce API calls.
Cache responses for efficiency and cost savings.
Caching Types
✅ Response caching
✅ Embedding caching
✅ Semantic caching
Implementation
from functools import lru_cache
@lru_cache(maxsize=1000)
def get_response(prompt):
return client.chat.completions.create(…)
Conclusion
Caching reduces redundant API calls!