Missing cache for frequently accessed data increases database load

Frequently accessed data is queried from the database on every request instead of being cached, causing unnecessary database load and slow response times.

Implement Redis caching using Flask-Redis. Store frequently accessed query results in Redis with redis.set(). Check cache with redis.get() before querying database. Set appropriate cache expiration times.