Getting started

Adaption brings data optimization and model-training techniques typically reserved for frontier labs to everyday teams.

• Adaptive Data analyzes and improves training data so you can export a model-ready dataset.
• AutoScientist automates the research loop behind model training and alignment to produce a model adapted to your goal.

Both products are available through the Adaption API and Python SDK.

Install the SDK

pip install adaption

Create an API key

1. Sign in to Adaption.
2. Open Settings, then open API keys.

3. Create a key and copy it. You will not be able to view the key again.

Store API keys in environment variables or a secret manager. Do not commit them to source control.

Use the key in Python

For local testing, you can pass the key directly:

from adaption import Adaption

client = Adaption(api_key="pt_live_...")

For applications and CI, set ADAPTION_API_KEY:

export ADAPTION_API_KEY="pt_live_..."

The SDK reads the environment variable automatically:

from adaption import Adaption

client = Adaption()

Choose a quickstart

• Adaptive Data quickstart — import, adapt, and export a dataset.
• AutoScientist quickstart — train and download a model.