A Python SDK for using Aymara to test your AI alignment.
Project description
Aymara Python SDK
Hi! 👋 We're Aymara.
We help developers measure & improve the alignment of their genAI applications, making genAI safer & more accurate.
So we built this library for you.
Our Python SDK provides convenient access to the Aymara REST API from Python 3.9+. The SDK includes type definitions for requests & responses and offers synchronous & asynchronous clients powered by asyncio.
Access our API with a free trial or upgrade for access to full funcionality.
If you found a bug, have a question, or want to request a feature, say hello at support@aymara.ai or open an issue on our GitHub repo.
Documentation
docs.aymara.ai/sdk_reference has our full library API.
Features
Now
- Create safety & jailbreak tests
- Score test answers
- Get and graph test scores
- Summarize and get advice on non-passing test answers
- Asynchronous & synchronous test creation and scoring
Upcoming
- Hallucination tests
- Text-to-image tests
- AI regulation tests
Installation
Install the SDK with pip. We suggest using a virtual environment to manage dependencies.
pip install aymara-ai
Configuration
The SDK needs to know who you are. Create an env variable with your Aymara API key:
export AYMARA_API_KEY=[AYMARA_API_KEY]
Or supply your key directly to the client:
client = AymaraAI(api_key="your_api_key")
Usage
Refer to this notebook for a walkthrough of how to use the SDK.
Versioning
This package generally follows SemVer conventions. Some backwards-incompatible changes may be released as minor versions if they affect:
- Static types without breaking runtime behavior.
- Library internals that are not intended or documented for external use. (Please open an issue if you are relying on internals).
- Virtually no users in practice.
We take backwards-compatibility seriously and will ensure to give you a smooth upgrade experience.
Requirements
Python 3.9 or higher.
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