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Digital FTE
Digital FTE is a cutting-edge platform designed to deploy 'Digital Full-Time Employees'. These AI agents are capable of handling complex business workflows, from automated email responses via Gmail to sophisticated data processing using Hugging Face models, all managed through a sleek Next.js interface.
The Challenge
- Controlling API costs caused by high token usage across long-running AI conversations.
- Maintaining response quality while using smaller, more cost-effective language models.
- Optimizing context retrieval and memory management for efficient agent performance.
The Solution
We designed a token-efficient architecture using model routing, prompt engineering, and selective context injection. Lightweight models handled standard interactions, while advanced models were triggered only when necessary. Combined with conversation summarization and memory optimization, this significantly reduced costs without compromising user experience.