home/categories/media/langwatch-langwatch-skills-recipes-evaluate-multimodal-skill-md
mediacontent-media

evaluate-multimodal

Evaluate multimodal AI agents that process images, audio, PDFs, or other files. Sets up evaluations using LangWatch's LLM-as-judge with image inputs, Scenario's multimodal testing, and document parsing evaluation patterns. Use when your agent handles non-text inputs.

langwatch
maintainer
langwatch
Updated 3/17/2026
Stars
3192
Forks
307
quick start

Installation and usage

Evaluate multimodal AI agents that process images, audio, PDFs, or other files. Sets up evaluations using LangWatch's LLM-as-judge with image inputs, Scenario's multimodal testing, and document parsing evaluation patterns. Use when your agent handles non-text inputs.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use evaluate-multimodal