title	NetworkDiagnosticsEnv
emoji	🌐
colorFrom	blue
colorTo	green
sdk	docker
pinned	false
license	mit
short_description	OpenEnv RL env for network troubleshooting
tags	openenv reinforcement-learning network-diagnostics fastapi

NetworkDiagnosticsEnv

An OpenEnv-compliant reinforcement-learning environment for evaluating AI agents on autonomous network troubleshooting. Phase 1 and Phase 2 compliant — 3 grader domains x 3 tasks each = 9 tasks total.

Grader Domains

Grader endpoint	Tasks
POST /grader/connectivity	dns_failure, dhcp_starvation, firewall_block
POST /grader/infrastructure	ntp_drift, cascading_failure, routing_loop
POST /grader/distributed	split_brain, replica_lag, job_queue_stall

Running Locally

pip install fastapi uvicorn networkx pydantic openai httpx
uvicorn server.app:app --host 0.0.0.0 --port 7860
python inference.py

Environment Variables

• API_BASE_URL — OpenAI-compatible LLM endpoint
• API_KEY — HF token or OpenAI key
• MODEL_NAME — Model identifier (default: gpt-4o-mini)
• ENV_URL — Server URL (default: http://localhost:7860)