Adding TTL in the checkpointer

[saireddy-tk]

Currently, each thread keeps the entire conversation history and state snapshots within itself. Instead, we could store this information in the LRU Cache. Both methods use memory, but the LRU Cache offers an advantage with its TTL feature. I would like to contribute to developing this idea.