Python middleware SDK for RateGuard
Project description
RateGuard Python SDK
RateGuard is a middleware-first API protection and observability SDK for Python apps.
It runs entirely in-process by default:
- rate limiting
- token budgets
- circuit breaking
- request events
No external service is required for standalone use. Configure an event endpoint only when you want RateGuard events delivered outside the process.
Install
pip install varbees-rateguard
Quick Start
from rateguard import BudgetExceeded, RateGuard
rg = RateGuard(preset="standard")
budget = rg.budget
async def call_provider(user_id: str) -> None:
try:
async with budget.enforce(user_id=user_id, hard_stop=True):
# Call your LLM, API, worker, or provider here.
pass
budget.record(user_id=user_id, tokens=1200)
except BudgetExceeded as exc:
print(exc)
raise
For provider SDKs that return token usage, enforce before the request and record the returned usage afterward:
async with rg.budget.enforce(user_id="me", hard_stop=True):
response = await client.chat.completions.create(model="gpt-4o", messages=messages)
rg.budget.record(user_id="me", tokens=response.usage.total_tokens)
FastAPI
from fastapi import Depends, FastAPI, Request
from rateguard import RateGuard
app = FastAPI()
rg = RateGuard(preset="standard")
app.add_middleware(rg.asgi_middleware)
@app.post("/chat")
async def chat(req: Request, _=Depends(rg.require)):
return {"ok": True}
Flask / WSGI
from flask import Flask
from rateguard import RateGuard, RateGuardMiddleware
app = Flask(__name__)
rg = RateGuard(preset="standard")
app.wsgi_app = RateGuardMiddleware(app.wsgi_app, guard=rg.runtime)
Configuration
| Key | Type | Default |
|---|---|---|
preset |
dev / standard / high-throughput / llm-heavy / strict-upstream-protection |
dev |
hard_stop |
bool |
True |
monthly_limit |
int |
preset-derived |
soft_stop_at |
float |
0.8 |
Docs
- Go SDK:
packages/sdk-go - Node SDK:
packages/sdk-node
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