How Structured Memory Cuts LLM Costs in Customer Support
A customer support agent built on Llama 3.3 and Groq initially relied on raw chat histories, but ballooning token costs and confused responses forced a redesign. Here’s how a dual-bank memory system improved performance and reduced expenses.