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Copy file name to clipboardExpand all lines: articles/search/cognitive-search-defining-skillset.md
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## Tips for a first skillset
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+Assemble a representative sample of your content in Blob Storage or another supported data source and run the [**Import data** wizard](search-import-data-portal.md).
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+Try the [**Import data** wizard](search-import-data-portal.md).
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The wizard automates several steps that can be challenging the first time around. It defines the skillset, index, and indexer, including field mappings and output field mappings. It will also define projections in a knowledge store if you're using one. For some skills, such as OCR or image analysis, the wizard adds utility skills that merge the image and text content that was separated during document cracking.
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The wizard automates several steps that can be challenging the first time around. It defines the skillset, index, and indexer, including field mappings and output field mappings. It also defines projections in a knowledge store if you're using one. For some skills, such as OCR or image analysis, the wizard adds utility skills that merge the image and text content that was separated during document cracking.
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After the wizard runs, you can open each object in the Azure portal to view its JSON definition. You can also use [Debug Sessions](cognitive-search-debug-session.md) to invoke skillset execution over a target document.
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After the wizard runs, you can open each object in the Azure portal to view its JSON definition.
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+ Alternatively, you can [import sample Postman collections](https://github.com/Azure-Samples/azure-search-postman-samples) that provide a full articulation of the object definitions required to evaluate a skill.
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+ When you're ready to start from scratch on a new skillset, checking preliminary results is important. We recommend a search index for content validation because it's simpler to set up, in comparison to knowledge stores.
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For each skill output, [define an output field mapping](cognitive-search-output-field-mapping.md) in the indexer, and a field in the search index.
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:::image type="content" source="media/cognitive-search-defining-skillset/skillset-indexer-index-combo.png" alt-text="Object diagram that shows the person entity as a skill output, indexer field mapping, and index field.":::
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After you run the indexer, use [Search Explorer](search-explorer.md) to return documents from the index and check the contents of each field to determine what the skillset detected or created.
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This screenshot shows the results of an entity recognition skill that detected persons, locations, organizations, and other entities in a chunk of text. You can view the results to decide whether a skill adds value to your solution.
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:::image type="content" source="media/cognitive-search-defining-skillset/doc-in-search-explorer.png" alt-text="Screenshot of a document in Search Explorer.":::
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+ Try [Debug Sessions](cognitive-search-debug-session.md) to invoke skillset execution over a target document and inspect the enriched document that the skillset creates. You can view and modify input and output settings and values. This tutorial is a good place to start: [Tutorial: Debug a skillset using Debug Sessions](cognitive-search-tutorial-debug-sessions.md).
Copy file name to clipboardExpand all lines: articles/search/knowledge-store-concept-intro.md
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### [**REST**](#tab/kstore-rest)
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[**Create your first knowledge store using Postman**](knowledge-store-create-rest.md) is a tutorial that walks you through the objects and requests belonging to this [knowledge store collection](https://github.com/Azure-Samples/azure-search-postman-samples/tree/main/knowledge-store).
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[**Create a knowledge store using REST**](knowledge-store-create-rest.md) is a tutorial that walks you through the objects and requests belonging to this [knowledge store collection](https://github.com/Azure-Samples/azure-search-postman-samples/tree/main/knowledge-store).
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REST API version `2020-06-30` can be used to create a knowledge store through additions to a skillset.
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REST API version `2020-06-30`and higher can be used to create a knowledge store through additions to a skillset.
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Knowledge store offers persistence of enriched documents, useful when designing a skillset, or the creation of new structures and content for consumption by any client applications capable of accessing an Azure Storage account.
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The simplest approach for creating enriched documents is [through the portal](knowledge-store-create-portal.md), but you can also use Postman and the REST API, which is more useful if you want insight into how objects are created and referenced programmatically.
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The simplest approach for creating enriched documents is [through the portal](knowledge-store-create-portal.md), but a REST client and REST APIs can provide more insight into how objects are created and referenced programmatically.
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> [!div class="nextstepaction"]
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> [Create a knowledge store using Postman and REST](knowledge-store-create-rest.md)
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> [Create a knowledge store using REST](knowledge-store-create-rest.md)
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