Multi-Agent Design for LLM-assisted Network Management

Hussein Zaid, Pooyan Safari, Behnam Shariati, Aydin Jafari, Mihail Balanici, Johannes Fischer · 2025

We propose a network automation solution using pre-trained LLMs and advanced prompt engineering that ensures NDA confidentiality compliance. Our method achieves a 96.7% success rate in executing user intent into network operations without model fine-tuning.

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