Caching in kubernetes
Proxy is not used for caching web pages, a cache server (Redis\Memcached) is used for caching web content. Proxy's job is to re-route requests and LoadBalancer has algorithms that it follows for traffic routing i.e. RoundRobin etc.
For this, you have to add a cache server in your application stack in the form of deployment with persistence storage (depending upon your needs).