Redis

Build multi-level rate limiting with Redis sorted sets and Lua. Enforce global and category-specific limits with ZREMRANGEBYSCORE and ZCARD commands.

Cache API responses with Redis in Python to reduce redundant requests, improve response times, and handle expiring key-value pairs efficiently.