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Hermes API Agent
Hermes API Agent

Hermes API Agent

Enrico Sbuttoni

Hermes is an intelligent API agent for managing 5G O-RAN network resources through natural language interaction. It enables conversational deployment, retrieval, modification, and deletion of network entities such as terminals, networks, and infrastructure elements, with automatic YAML generation and schema validation for cloud-native network environments.

develop
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Detailed Description

This artifact is a conversational API execution agent within the BubbleRAN MX-AI multi-agent architecture, designed to automate cloud-native network lifecycle management. Hermes API Agent translates natural language or semi-structured intents, typically from the SMO Agent, into validated Kubernetes operations for managing 5G O-RAN resources. It converts high-level requests into Kubernetes Custom Resource Definitions (CRDs) compliant YAML manifests, validates them against Kubernetes CRD schemas, and safely executes create, read, update, and delete operations on the cluster. By abstracting low-level API interactions, Hermes API Agent enables secure, deterministic, and intent-driven orchestration of network resources.

Key Features

  • UE lifecycle management
  • Secure intent-to-API translation
  • Multi-agent workflow integration
  • Network and terminal blueprint generation for SMO

Use Cases

  • 5G SA network deployment automation
  • Network and UE retrieval operations
  • Safe deletion of network resources

External Resources

AI Agent Training

BubbleRAN open documentation
View Details

Technical Details

Version2025.12
Published21 Jan, 2026
Base
Platform:
BubbleRAN MX-PDK and MX-AI

Author

Enrico Sbuttoni
Enrico Sbuttoni

Tags

  • O-RAN
  • Artificial Intelligent
  • Monitor
  • Control
  • OpenAirInterface
  • srsRAN
  • Amarisoft
  • LITEON
  • Benetel
  • Open5GS

Affiliation

  • BubbleRAN
  • EURECOM

Certified By

  • BubbleRANBubbleRAN

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