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If `WorkflowType` is set to `CUSTOM` (for the Python SDK), or if `workflow_type` is set to `custom` (for `curl` or Postman), you must also specify the settings for the workflow's
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directed acyclic graph (DAG) nodes. These nodes' settings are specified in the `workflow_nodes` array.
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@@ -986,6 +988,9 @@ directed acyclic graph (DAG) nodes. These nodes' settings are specified in the `
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`workflow_nodes` array.
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- You can specify [Partitioner](#partitioner-node), [Chunker](#chunker-node),
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[Enrichment](#enrichment-node), and [Embedder](#embedder-node) nodes.
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<EnrichmentImagesTablesHiResOnly />
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- The order of the nodes in the `workflow_nodes` array will be the same order that these nodes appear in the DAG,
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with the first node in the array added directly after the **Source** node. The **Destination** node
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follows the last node in the array.
@@ -1421,8 +1426,14 @@ An **Enrichment** node has a `type` of `prompter`.
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[Learn about the available enrichments](/ui/enriching/overview).
Image summary descriptions are generated only when the **Partitioner** node in a workflow is set to use the **High Res**[partitioning strategy](/ui/partitioning) and
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the workflow also contains an image description enrichment node.
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Setting the **Partitioner** node to use **Auto**, **VLM**, or **Fast** in a workflow that also contains an image description enrichment node
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will not produce any image summary descriptions, and it could also cause the workflow to stop running or produce unexpected results.
Image summary descriptions, table summary descriptions, and table-to-HTML output is generated only when the **Partitioner** node in a workflow is set to use the **High Res**[partitioning strategy](/ui/partitioning) and
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the workflow also contains an image description, table description, or table-to-HTML enrichment node.
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Setting the **Partitioner** node to use **Auto**, **VLM**, or **Fast** in a workflow that also contains an image description, table description, or table-to-HTML enrichment node
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will not generate any image summary descriptions, table summary descriptions, or table-to-HTML output, and it could also cause the workflow to stop running or produce unexpected results.
Table summary descriptions are generated only when the **Partitioner** node in a workflow is set to use the **High Res**[partitioning strategy](/ui/partitioning) and
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the workflow also contains a table description enrichment node.
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Setting the **Partitioner** node to use **Auto**, **VLM**, or **Fast** in a workflow that also contains a table description enrichment node
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will not produce any table summary descriptions, and it could also cause the workflow to stop running or produce unexpected results.
Table-to-HTML generation happens only when the **Partitioner** node in a workflow is set to use the **High Res**[partitioning strategy](/ui/partitioning) and
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the workflow also contains a table-to-HTML enrichment node.
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Setting the **Partitioner** node to use **Auto**, **VLM**, or **Fast** in a workflow that also contains a table-to-HTML enrichment node
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will not generate any table-to-HTML output, and it could also cause the workflow to stop running or produce unexpected results.
@@ -137,6 +138,9 @@ import GetStartedSimpleUIOnly from '/snippets/general-shared-text/get-started-si
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- Add an **Enrichment** node after the **Chunker** node, to apply enrichments to the chunked data such as image summaries, table summaries, table-to-HTML transforms, and
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named entity recognition (NER). To do this, click the add (**+**) button to the right of the **Chunker** node, and then click **Enrich > Enrichment**.
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Click the new **Enrichment** node and specify its settings. For help, click the **FAQ** button in the **Enrichment** node's pane. [Learn more about enrichments and enrichment settings](/ui/enriching/overview).
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<EnrichmentImagesTablesHiResOnly />
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- Add an **Embedder** node after the **Enrichment** node, to generate vector embeddings for performing vector-based searches. To do this, click the add (**+**) button to the
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right of the **Enrichment** node, and then click **Transform > Embedder**. Click the new **Embedder** node and specify its settings. For help, click the **FAQ** button
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in the **Embedder** node's pane. [Learn more about embedding and embedding settings](/ui/embedding).
To generate image descriptions, in an **Enrichment** node in a workflow, specify the following:
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<Note>
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You can change a workflow's image description settings only through [Custom](/ui/workflows#create-a-custom-workflow) workflow settings.
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Image summaries are generated only when the **Partitioner** node in a workflow is also set to use the **High Res** partitioning strategy. [Learn more](/ui/partitioning).
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</Note>
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<EnrichmentImageSummaryHiResOnly />
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Select **Image**, and then choose one of the following provider (and model) combinations to use:
_Enriching_ adds enhancments to the processed data that Unstructured produces. These enrichments include:
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- Providing a summarized description of the contents of a detected image. [Learn more](/ui/enriching/image-descriptions).
@@ -13,10 +15,10 @@ To add an enrichment, in an **Enrichment** node in a workflow, select one of the
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<Note>
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You can change enrichment settings only through [Custom](/ui/workflows#create-a-custom-workflow) workflow settings.
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Enrichments work only when the **Partitioner** node in a workflow is also set to use the **High Res** partitioning strategy. [Learn more](/ui/partitioning).
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</Note>
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<EnrichmentImagesTablesHiResOnly />
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-**Image** to provide a summarized description of the contents of each detected image. [Learn more](/ui/enriching/image-descriptions).
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-**Table** to provide a summarized description of the contents of each detected table. [Learn more](/ui/enriching/table-descriptions).
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-**Table** can also provide a representation of each detected table in HTML markup format. [Learn more](/ui/enriching/table-to-html).
To generate table descriptions, in an **Enrichment** node in a workflow, specify the following:
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<Note>
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You can change a workflow's table description settings only through [Custom](/ui/workflows#create-a-custom-workflow) workflow settings.
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Table summaries are generated only when the **Partitioner** node in a workflow is also set to use the **High Res** partitioning strategy. [Learn more](/ui/partitioning).
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</Note>
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<EnrichmentTableSummaryHiResOnly />
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Select **Table**, and then choose one of the following provider (and model) combinations to use:
To generate table-to-HTML output, in an **Enrichment** node in a workflow, for **Model**, select **OpenAI (GPT-4o)**.
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Make sure after you choose this provider and model, that **Table to HTML** is also selected.
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<Note>
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You can change a workflow's table description settings only through [Custom](/ui/workflows#create-a-custom-workflow) workflow settings.
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Table-to-HTML output is generated only when the **Partitioner** node in a workflow is set to use the **High Res** partitioning strategy. [Learn more](/ui/partitioning).
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