Uprelic Python SDK

pip install uprelic

Set UPRELIC_API_KEY (create a key at https://platform.uprelic.com), or pass api_key= to the client.

from uprelic import Uprelic, Noul, Choice, Score

client = Uprelic()
response = client.system_one(
    model="strom-1.0.7",
    state="I was charged twice for my subscription. Please fix this today.",
    questions={
        "billing": Noul("Is this message about billing?"),
        "tone": Choice("What is the tone?", criteria={"angry": "Upset or hostile", "calm": "Neutral or polite"}),
        "urgency": Score("How urgent is this?", criteria=["Can wait", "This week", "Today"]),
    },
)

response.nouls["billing"].noul        # 0.98
response.choices["tone"].choice       # "angry"
response.scores["urgency"].score      # 1.8
response.usage.input_tokens

Images go in images= as http(s) or data:image/... URLs. client.models() lists the available models.

Async

from uprelic import AsyncUprelic

async with AsyncUprelic() as client:
    response = await client.system_one(model="strom-1.0.7", state="...", questions={...})

Errors and retries

Failed requests raise uprelic.APIError subclasses: AuthenticationError (401), InsufficientBalanceError (402), InvalidRequestError (400, 422), RateLimitError (429) and ServerError (5xx). Each has status_code and detail.

Rate limits (429), 502/503/504 responses and connection failures are retried twice with backoff. Change this with Uprelic(max_retries=...).

API reference: https://api.uprelic.com/v1/docs