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@@ -20,7 +20,7 @@ The following diagram illustrates the basic data flow of skillset execution.
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:::image type="content" source="media/cognitive-search-working-with-skillsets/skillset-process-diagram-1.png" alt-text="Diagram showing skillset data flows, with focus on inputs, outputs, and mappings." border="true":::
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From the onset of skillset processing to its conclusion, skills read from and write to an [*enriched document*](#enrichment-tree). Initially, an enriched document is just the raw content extracted from a data source (articulated as the root `/document`node),. With each skill execution, the enriched document gains structure and substance as skill writes its output as nodes in the graph.
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From the onset of skillset processing to its conclusion, skills read from and write to an [*enriched document*](#enrichment-tree). Initially, an enriched document is just the raw content extracted from a data source (articulated as the `"/document"` root node). With each skill execution, the enriched document gains structure and substance as skill writes its output as nodes in the graph.
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After skillset execution is done, the output of an enriched document finds its way into an index through *output field mappings*. Any raw content that you want transferred intact, from source to an index, is defined through *field mappings*.
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## Enrichment tree
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An enriched document is a temporary, tree-like data structure created during skillset execution that collects all of the changes introduced through skills. Collectively, enrichments are represented as a hierarchy of addressable nodes. Nodes also include any un-enriched fields that are passed in verbatim from the external data source.
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An enriched document is a temporary, tree-like data structure created during skillset execution that collects all of the changes introduced through skills. Collectively, enrichments are represented as a hierarchy of addressable nodes. Nodes also include any unenriched fields that are passed in verbatim from the external data source.
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An enriched document exists for the duration of skillset execution, but can be [cached](cognitive-search-incremental-indexing-conceptual.md) or sent to a [knowledge store](knowledge-store-concept-intro.md).
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If output includes a [knowledge store](knowledge-store-concept-intro.md), add a [Shaper skill](cognitive-search-skill-shaper.md) as a last step. The Shaper skill creates data shapes out of nodes in an enrichment tree. For example, you might want to consolidate multiple nodes into a single shape. You can then project this shape as a table (nodes become the columns in a table), passing the shape by name to a table projection.
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The Shaper skill is easy to work with because it focuses shaping under one skill. Alternatively, you can opt for in-line shaping within individual projections. The Shaper Skill doesn't add or detract from an enrichment tree, so it's not visualized. Instead, you can think of a Shaper skill as the means by which you re-articulate the enrichment tree you already have. Conceptually, this is similar to creating views out of tables in a database.
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The Shaper skill is easy to work with because it focuses shaping under one skill. Alternatively, you can opt for in-line shaping within individual projections. The Shaper Skill doesn't add or detract from an enrichment tree, so it's not visualized. Instead, you can think of a Shaper skill as the means by which you rearticulate the enrichment tree you already have. Conceptually, this is similar to creating views out of tables in a database.
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