Enterprise LLM & Agent Platform Infrastructure
For IT architects and platform teams: from hardware sizing and airgap deployment to multi-tenant isolation and 24/7 reliability.
Learning Roadmap & Milestones
Complete the following steps sequentially. Each milestone delivers concrete, verifiable outcomes.
- 1
Architecture & Sizing
Evaluate hardware specifications, domestic NPU compatibility (Ascend, Hygon), and storage mounts.
View Architecture Specs - 2
Airgap Offline Deployment
Deploy CSGHub asset core via offline bundles and Docker/K8s with Ceph/MinIO storage.
View Offline Deployment Guide - 3
Multi-Tenant Permission Isolation
Establish workspaces, member roles, security boundaries, and least-privilege policies.
Configure Multi-Tenancy - 4
Model & Data Asset Repository
Manage weights, training sets, and prompts with Git LFS, versioning, and bidirectional sync.
Explore Model Hub - 5
AgenticHub Production Workspace
Deploy enterprise agent studio connected to RAG knowledge bases and internal MCP tools.
Start Agent Collaboration - 6
Production Observability & Support
Set up health monitoring, audit logging, network troubleshooting, and automated backup.
Troubleshooting Guide