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articles/ai-foundry/how-to/develop/run-scans-ai-red-teaming-agent.md

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- Running automated scans.
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- Visualizing and tracking your results over time in your Azure AI Foundry project.
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[!INCLUDE [uses-hub-only](../includes/uses-hub-only.md )]
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[!INCLUDE [uses-hub-only](../../includes/uses-hub-only.md )]
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## Getting started
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articles/ai-foundry/how-to/evaluation-azure-devops.md

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1. Create a new YAML file in your repository.
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You can use the sample YAML provided in the README or clone from the [GitHub repo](https://github.com/microsoft/ai-agent-evals?tab=readme-ov-file).
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2. Configure the following inputs:
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- Set up [Azure CLI](/azure/devops/pipelines/tasks/reference/azure-cli-v2?view=azure-pipelines) with [service connection](/azure/devops/pipelines/library/service-endpoints?view=azure-devops) and Azure Login.
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- Set up [Azure CLI](/azure/devops/pipelines/tasks/reference/azure-cli-v2) with [service connection](/azure/devops/pipelines/library/service-endpoints?view=azure-devops&preserve-view=true) and Azure Login.
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- Azure AI project connection string
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- Dataset and evaluators
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- Specify the evaluator names you want to use for this evaluation run.

articles/ai-foundry/includes/evaluation-github-action-azure-devops-features.md

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2020
| Category | Evaluator class/Metrics | AI Agent evaluations | GenAI evaluations |
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|--|--|--|--|
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| General purpose| [QAEvaluator](../concepts/evaluation-evaluators/general-purpose-evaluators.md##question-answering-composite-evaluator)| Not Supported | Supported |
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| General purpose | [QAEvaluator](../concepts/evaluation-evaluators/general-purpose-evaluators.md#question-answering-composite-evaluator)| Not Supported | Supported |
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| General purpose (AI-assisted) | [CoherenceEvaluator](../concepts/evaluation-evaluators/general-purpose-evaluators.md#coherence) | Supported | Supported |
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| General purpose (AI-assisted)| [FluencyEvaluator](../concepts/evaluation-evaluators/general-purpose-evaluators.md#fluency) | Supported | Supported |
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| Textual similarity | [SimilarityEvaluator](../concepts/evaluation-evaluators/textual-similarity-evaluators.md#similarity) | Not Supported | Supported |
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| Textual similarity | [F1ScoreEvaluator](../concepts/evaluation-evaluators/textual-similarity-evaluators#f1-score) | Not Supported | Supported |
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| Textual similarity | [RougeScoreEvaluator](../concepts/evaluation-evaluators/textual-similarity-evaluators) | Not Supported | Not Supported |
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| Textual similarity | [GleuScoreEvaluator](../concepts/evaluation-evaluators/textual-similarity-evaluators#gleu-score) | Not Supported | Supported |
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| Textual similarity | [BleuScoreEvaluator](../concepts/evaluation-evaluators/textual-similarity-evaluators#bleu-score) | Not Supported | Supported |
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| Textual similarity | [MeteorScoreEvaluator](../concepts/evaluation-evaluators/textual-similarity-evaluators#meteor-score) | Not Supported | Supported |
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| Retrieval-augmented Generation (RAG) (AI-assisted)| [GroundednessEvaluator](../concepts/evaluation-evaluators/rag-evaluators.md#groundedness) | Not Supported | Supported |
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| Textual similarity | [F1ScoreEvaluator](../concepts/evaluation-evaluators/textual-similarity-evaluators.md#f1-score) | Not Supported | Supported |
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| Textual similarity | [RougeScoreEvaluator](../concepts/evaluation-evaluators/textual-similarity-evaluators.md) | Not Supported | Not Supported |
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| Textual similarity | [GleuScoreEvaluator](../concepts/evaluation-evaluators/textual-similarity-evaluators.md#gleu-score) | Not Supported | Supported |
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| Textual similarity | [BleuScoreEvaluator](../concepts/evaluation-evaluators/textual-similarity-evaluators.md#bleu-score) | Not Supported | Supported |
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| Textual similarity | [MeteorScoreEvaluator](../concepts/evaluation-evaluators/textual-similarity-evaluators.md#meteor-score) | Not Supported | Supported |
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| Retrieval-augmented Generation (RAG) (AI-assisted) | [GroundednessEvaluator](../concepts/evaluation-evaluators/rag-evaluators.md#groundedness) | Not Supported | Supported |
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| Retrieval-augmented Generation (RAG) (AI-assisted) | [GroundednessProEvaluator](../concepts/evaluation-evaluators/rag-evaluators.md#groundedness-pro) | Not Supported | Supported |
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| Retrieval-augmented Generation (RAG) (AI-assisted) | [RetrievalEvaluator](../concepts/evaluation-evaluators/rag-evaluators.md#relevance) | Not Supported | Supported |
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| Retrieval-augmented Generation (RAG) (AI-assisted) | [RelevanceEvaluator](../concepts/evaluation-evaluators/rag-evaluators.md#retrieval) | Supported | Supported |
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| Retrieval-augmented Generation (RAG) (AI-assisted) | [RetrievalEvaluator](../concepts/evaluation-evaluators/rag-evaluators.md#relevance) | Not Supported | Supported |
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| Retrieval-augmented Generation (RAG) (AI-assisted) | [RelevanceEvaluator](../concepts/evaluation-evaluators/rag-evaluators.md#retrieval) | Supported | Supported |
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| Retrieval-augmented Generation (RAG) (AI-assisted) | [ResponseCompletenessEvaluator`](../concepts/evaluation-evaluators/rag-evaluators.md#response-completeness)| Not Supported | Supported |
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| Retrieval-augmented Generation (RAG) (AI-assisted) | [DocumentRetrievalEvaluator](../concepts/evaluation-evaluators/rag-evaluators.md#document-retrieval) | Not Supported | Not Supported |
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| Risk and safety (AI-assisted)| [ViolenceEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#violent-content)| Supported | Supported |
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| Risk and safety (AI-assisted) | [ViolenceEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#violent-content)| Supported | Supported |
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| Risk and safety (AI-assisted) | [SexualEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#sexual-content) | Supported | Supported |
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| Risk and safety (AI-assisted) | [SelfHarmEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#self-harm-related-content) | Supported | Supported |
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| Risk and safety (AI-assisted)| [HateUnfairnessEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#hateful-and-unfair-content)| Supported | Supported |
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| Risk and safety (AI-assisted)| [IndirectAttackEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#indirect-attack-jailbreak-xpia)| Supported | Supported |
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| Risk and safety (AI-assisted)| [ProtectedMaterialEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#protected-material-content) | Supported | Supported |
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| Risk and safety (AI-assisted) | [HateUnfairnessEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#hateful-and-unfair-content)| Supported | Supported |
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| Risk and safety (AI-assisted) | [IndirectAttackEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#indirect-attack-jailbreak-xpia)| Supported | Supported |
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| Risk and safety (AI-assisted) | [ProtectedMaterialEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#protected-material-content) | Supported | Supported |
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| Risk and safety (AI-assisted)| [CodeVulnerabilityEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#code-vulnerability) | Supported | Supported |
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| Risk and safety (AI-assisted)| [UngroundedAttributesEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md##ungrounded-attributes) | Not Supported | Supported |
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| Risk and safety (AI-assisted) | [ContentSafetyEvaluator](../concepts/evaluation-evaluators/risk-safety-evaluators.md#content-safety-composite-evaluator) | Supported | Supported |

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