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Probe ML and LLM systems for regressions and vulnerabilities with Giskard

Run automated red-team and failure scans against an LLM or RAG app before users find the breakage.

agentskillexchange Updated 28 repo stars
AI & ML

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Probe ML and LLM systems for regressions and vulnerabilities with Giskard

Run automated red-team and failure scans against an LLM or RAG app before users find the breakage.

Prerequisites

Python environment, Giskard open-source package, model or RAG application access, test datasets or prompts, model provider credentials where required

Installation

Use the upstream install or setup path that matches your environment:

  • pip install giskard

Requirements and caveats from upstream:

  • Requires Python 3.12+.

Basic usage or getting-started notes:

Documentation

Source

agentskillexchange/skills/tree/main/skills/probe-ml-and-llm-systems-for-regressions-and-vulnerabilities-with-giskard commit a573376e64

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Frequently asked questions

npx skillmds@latest add agentskillexchange/probe-ml-and-llm-systems-for-regressions-and-vulnerabilities