[Solved] You want to speed up an AI agent that processes user queries by caching results. Which strategy best balances memory use and speed?A. Cache all results forever.B.... | Agentic AI

Agentic AI - Production Agent Architecture

You want to speed up an AI agent that processes user queries by caching results. Which strategy best balances memory use and speed?

ACache only recent results with a size limit.

BCache all results forever.

CNever cache, always compute fresh results.

DCache results but never check before computing.

Step-by-Step Solution

Solution:

Step 1: Understand caching trade-offs
Caching all results forever uses unlimited memory, which is impractical.
Step 2: Choose a balanced caching strategy
Limiting cache size to recent results saves memory and keeps speed benefits.
Final Answer:
Cache only recent results with a size limit. -> Option A
Quick Check:
Limited cache balances memory and speed [OK]

Quick Trick: Limit cache size to keep memory use reasonable [OK]

Common Mistakes:

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