Deploying 5G Networks with Natural Language and GitOps

Explore ngntelco, a voice-controlled CLI for 5G network deployment. See how natural language is translated into GitOps manifests via a semantic graph, demonstrating real-time state reconciliation.

Kubernetes Helm Flux Ollama O-RAN OpenAirInterface

Overview

ngntelco is a Kubernetes-native, voice-controlled 5G operator CLI that translates natural language deployment requests into declarative GitOps manifests, powered by a semantic graph architecture that understands 3GPP network topology and state reconciliation in real time.
Live demo context: The demo will show:
Voice input → semantic graph reasoning → CRD generation.

Links

https://beanters.com
ngntelco is an open-source, CLI-driven AI-native cellular orchestration platform.
https://github.com/lfarizav/ngntelco
ngntelco deploys a private cellular network using MongoDB subscriber management.

Tech stack