Python SDK

The avidtools package is the official Python toolkit for working with AVID resources. It empowers engineers and developers build pipelines to export outcomes of tests in their ML pipelines as AVID reports, build an in-house vulnerability database, integrate existing sources of vulnerabilities into AVID-style reports, and much more!

Features

• 📎 Definition of the schema of AVID reports and vulnerabilities as pydantic datamodels

• 📋 Lists relevant enumerations—e.g. taxonomy categories—as pydantic objects

• 🏄 Provides connectors to relevant data sources, e.g. MITRE ATLAS case studies and NIST CVEs

In this section, we'll provide overview and usage examples for avidtools. For more details, check out the API Reference.

Installation

To install avidtools from PyPI, run:

pip install avidtools

To install the lates development version from GitHub, use:

python -m pip install -U git+https://github.com/avidml/avidtools.git@main