Arize AI for Model Monitoring, Troubleshooting, and Explainability
Overview
Arize's APIs are the main ingresses for data which powers our platform. Most applications will use an existing SDK in the language of your choice, but it's important to know what the underlying API looks like first in case you want to work in a language without a current SDK implementation.
Authentication
Arize uses API keys in conjunction with a Space key in order to authenticate request. You will receive your keys once you sign up for our product.
Your API and Space keys are the keys to your data castle so be sure to keep them secure. Do not share your keys in public forums including Github, StackOverflow, logs, etc.
The API key is authenticated via auth header, use -H 'Authorization: API_KEY_VALUE' while the Space key is included on the body of the request
Response Codes
Arize uses conventional HTTP response codes to convey resulting success or failure of a given request. Codes in the 2XX range indicate success, 4XX range indicate content failure, 5XX indicate errors with Arize's edge servers.
Full Record
To send an individual prediction record, you should hit Arize's log API
https://api.arize.com/v1/log