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articles/search/chat-completion-skill-example-usage.md

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@@ -22,20 +22,20 @@ The GenAI Prompt skill (preview) generates a description of each image in your d
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To work with image content in a skillset, you need:
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+ A supported data source
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+ Files or blobs containing images
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+ Read access on the supported data source. This article uses key-based authentication, but indexers can also connect using the search service identity and Microsoft Entra ID authentication. For role-based access control, assign roles on the data source to allow read access by the service identity. If you're testing on a local development machine, make sure you also have read access on the supported data source.
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+ A search indexer, configured for image actions
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+ A skillset with the new custom genAI prompt skill
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+ A search index with fields to receive the verbalized text output, plus output field mappings in the indexer that establish association
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+ A [supported data source](search-indexer-overview.md#supported-data-sources). We recommend Azure Storage.
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+ Files or blobs containing images.
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+ Read access to the supported data source. This article uses key-based authentication, but indexers can also connect using the search service identity and Microsoft Entra ID authentication. For role-based access control, assign roles on the data source to allow read access by the service identity. If you're testing on a local development machine, make sure you also have read access on the supported data source.
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+ A [search indexer](search-how-to-create-indexers.md), configured for image actions.
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+ A skillset with the new custom genAI prompt skill.
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+ A search index with fields to receive the verbalized text output, plus output field mappings in the indexer that establish association.
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Optionally, you can define projections to accept image-analyzed output into a [knowledge store](knowledge-store-concept-intro.md) for data mining scenarios.
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<a name="get-normalized-images"></a>
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## Configure indexers for image processing
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After the source files are set up, enable image normalization by setting the `imageAction` parameter in indexer configuration. Image normalization helps make images more uniform for downstream processing. Image normalization includes the following operations:
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After the source files are set up, enable image normalization by setting the `imageAction` parameter in the indexer configuration. Image normalization helps make images more uniform for downstream processing. Image normalization includes the following operations:
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+ Large images are resized to a maximum height and width to make them uniform.
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+ For images that have metadata that specifies orientation, image rotation is adjusted for vertical loading.

articles/search/cognitive-search-concept-image-scenarios.md

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Images often contain useful information that's relevant in search scenarios. You can [vectorize images](search-get-started-portal-image-search.md) to represent visual content in your search index. Or, you can use [AI enrichment and skillsets](cognitive-search-concept-intro.md) to create and extract searchable *text* from images, including:
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+ [GenAI Prompt](cognitive-search-skill-genai-prompt.md) to pass a prompt to a chat completion skill, requesting a description of image content.
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+ [OCR](cognitive-search-skill-ocr.md) for optical character recognition of text and digits
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+ [Image Analysis](cognitive-search-skill-image-analysis.md) that describes images through visual features
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+ [Custom skills](#passing-images-to-custom-skills) to invoke any external image processing that you want to provide

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