aither 0.1.0

Python SDK for the Aither platform - contextual intelligence and model observability

aither

Python SDK for the Aither platform - contextual intelligence and model observability.

Installation

pip install aither

Quick Start

import aither

# Initialize with your API key
aither.init(api_key="ak_your_api_key")

# Log a prediction
aither.log_prediction(
    model_id="churn-classifier-v2",
    prediction=0.73,
    features={"tenure": 24, "monthly_charges": 65.5},
    metadata={"user_id": "u_123"}
)

Configuration

Environment Variables

export AITHER_API_KEY="ak_your_api_key"
export AITHER_ENDPOINT="https://aither.computer"  # optional

Explicit Initialization

import aither

aither.init(
    api_key="ak_your_api_key",
    endpoint="https://aither.computer"
)

API Reference

aither.init(api_key=None, endpoint=None)

Initialize the global client.

• api_key: Your Aither API key (or set AITHER_API_KEY env var)
• endpoint: API endpoint URL (default: https://aither.computer)

aither.log_prediction(model_id, prediction, features=None, metadata=None)

Log a model prediction.

• model_id: Identifier for your model (e.g., "churn-classifier-v2")
• prediction: The prediction value (float, int, str, or dict)
• features: Dictionary of input features (optional)
• metadata: Additional context (optional)

AitherClient

For more control, use the client class directly:

from aither import AitherClient

client = AitherClient(api_key="ak_your_api_key")
client.log_prediction(
    model_id="my-model",
    prediction=0.5
)

License

MIT