Welcome to avidtools!

This package is the official Python toolkit for working with technical resources in the AI Vulnerability Database. 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!


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

  • 📋 lists out the enumerations—e.g. taxonomy categories—as pydantic objects

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