Python SDK
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Use the Arize Python package to create datasets, run experiments, get traces, and log evaluations to Arize. You can also use our ML features to log predictions and actuals. See our API reference below.
The Arize SDK has additional functionality that can be installed with extra dependencies:
7.x
June, 2023
Ends June 1st, 2026
6.x
January, 2023
6.1.3
Ends June 1st, 2025
5.x
August, 2022
5.5.0
Ends November 1st, 2024
4.x
March, 2022
4.2.2
Ended June 1st, 2024
3.x
September, 2021
3.4.0
Ended April 1st, 2024
2.x
March, 2021
2.2.1
Ended July 1st, 2023
1.x
July, 2020
1.2.1
Ended March 1st, 2022
0.x
March, 2020
0.0.20
Ended March 1st, 2022
arize
The primary Arize package for interfacing with Arize APIs.
Components for logging traces and running experiments for LLM applications.
Automatically generate embeddings vectors for your predictions and actuals for ML models.
Calculate evaluation metrics for your NLP Generative tasks.
Produce SHAP values using the surrogate explainability approach.
The main package is arize, and you can add additional functionality by adding extra dependencies. is the minimum required for the additional packages.
