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Merge pull request #7156 from MicrosoftDocs/main
Auto Publish – main to live - 2025-09-19 05:04 UTC
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articles/ai-foundry/how-to/develop/run-scans-ai-red-teaming-agent.md

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First install the `redteam` package as an extra from Azure AI Evaluation SDK, this provides the PyRIT functionality:
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```python
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uv install azure-ai-evaluation[redteam]
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uv pip install "azure-ai-evaluation[redteam]"
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```
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> [!NOTE]

articles/search/search-howto-index-json-blobs.md

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ms.custom:
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- ignite-2023
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ms.topic: how-to
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ms.date: 07/25/2025
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ms.date: 09/18/2025
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ms.update-cycle: 365-days
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---
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> [!NOTE]
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> As with all indexers, if fields don't clearly match, you should expect to explicitly specify individual [field mappings](search-indexer-field-mappings.md) unless you're using the implicit fields mappings available for blob content and metadata, as described in [basic blob indexer configuration](search-howto-indexing-azure-blob-storage.md).
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> To override an existing index value, the source JSON must provide a non-null value. If the field in the source document is null, the indexer will retain the existing value. To explicitly clear a field, pass an empty string ("") instead. This prevents unintended deletions from the index.
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### json example (single hotel JSON files)
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