VibOps Python SDK

Typed Python SDK for the VibOps API -- The AI Infrastructure Engine.

Install

pip install vibops

Quick start

from vibops import VibOps

v = VibOps(url="https://vibops.example.com", token="vib_...")

# List GPU clusters
clusters = v.clusters.list()

# Deploy a model
job = v.models.deploy("llama3", "gpu-prod", replicas=2)

# Check FinOps budget
budget = v.finops.budget()

# List proactive insights
insights = v.insights.list(severity="critical")

Async usage

import asyncio
from vibops import AsyncVibOps

async def main():
    async with AsyncVibOps(url="https://vibops.example.com", token="vib_...") as v:
        clusters = await v.clusters.list()
        jobs = await v.jobs.list(status="running")
        waste = await v.finops.waste(sustained_hours=6)

asyncio.run(main())

Resources

Resource	Methods
clusters	list(), deployments(cluster), gpu_metrics(cluster)
jobs	list(), get(id), create(action, payload), cancel(id), stream_logs(id)
models	deploy(model, cluster), scale(name, namespace, replicas, cluster)
gateways	list(), register(name), delete(id)
finops	budget(), spend_trend(), chargeback(), waste(), live_cost()
agents	usage(), usage_detail(id), budget(id), set_budget(id, limit), list_budgets()
security	scan(), findings()
compliance	check(), results()
insights	list(), acknowledge(id)
auth	login(user, password), me(), refresh(token), forgot_password(), reset_password()
audit	list(), verify_chain(), export()
anomalies	list(), open(), resolve(id)
alerts	list(), rules(), create_rule(), delete_rule(id)
secrets	list(), create(name, value), delete(name)
pipelines	list(), create(), trigger(id)
tokens	list(), create(), delete(id)
notifications	channels(), create_channel(), delete_channel(id), test_channel(id)
policy	get(), update(), model_rules(), create_model_rule()
identities	list(), create(), rotate(id), revoke(id)
orgs	get(id), update(id), users(id), create_user(), teams(), invite()
metrics	gpu(), cost_estimate(), workload_breakdown(), mttr(), job_metrics()
triggers	list(), create(name, metric, condition, threshold, action), enable(id), disable(id), delete(id)
eval	rubrics(), create_rubric(), evaluate(job_id, rubric_id), results(job_id)
workloads	list(), get(id), cost_summary()
webhooks	subscriptions(), create_subscription(), delete_subscription(id)
gpu_health	predictions()
reselling	profile(), customers(), create_customer(), pricing_rules()

Error handling

from vibops.exceptions import AuthenticationError, NotFoundError, RateLimitError

try:
    job = v.jobs.get("nonexistent")
except NotFoundError:
    print("Job not found")
except AuthenticationError:
    print("Check your token")

Auto-retry is built in for 429/502/503 responses (2 retries with exponential backoff).

License

MIT