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Evaluation - Multimodal
This sample demonstrates that the evaluation pipeline preserves multimodal content. When conversations include images, EvalChecks.HasImageContent can verify they survived into the EvalItem.
What this sample demonstrates
- Building
EvalItemobjects withUriContentimage content - Using built-in
EvalChecks.HasImageContentto detect images in conversations - Comparing image vs. text-only conversations to show when the check passes/fails
- Evaluating directly with
LocalEvaluator.EvaluateAsync()(no agent needed)
Prerequisites
- .NET 10 SDK or later
No Azure credentials or environment variables are required for this sample since it evaluates locally without calling an agent.
Run the sample
cd dotnet/samples/02-agents/Evaluation
dotnet run --project .\Evaluation_Multimodal
See also
- Evaluation_SimpleEval — Simplest evaluation with built-in checks and
agent.EvaluateAsync() - Evaluation_FoundryQuality — Cloud-based quality evaluation with Foundry evaluators
- Evaluation_FoundryRubric — Rubric (adaptive) evaluators with per-dimension scores
- Evaluation_ConversationSplits — Multi-turn conversation split strategies