[Hold][WIP] SMB transform UI experience

api-reference/overview.mdx

@@ -35,6 +35,8 @@ The Unstructured API provides the following benefits beyond the [Unstructured op
 * Unstructured manages code dependencies, for instance for libraries such as Tesseract.
 * Unstructured manages its own infrastructure, including parallelization and other performance optimizations.
 
+[Learn more](/open-source/introduction/overview#limits).
+
 ## Pricing
 
 To call the Unstructured API, you must have an Unstructured account.

api-reference/partition/quickstart.mdx

@@ -8,6 +8,12 @@ sidebarTitle: Quickstart
     [Skip ahead](https://colab.research.google.com/github/Unstructured-IO/notebooks/blob/main/notebooks/Unstructured_Partition_Endpoint_Quickstart.ipynb) to run this quickstart as a notebook on Google Colab now!
 
     Do you want to just copy the sample code for use on your local machine? [Skip ahead](#sample-code) to the code now!
+
+    This quickstart uses the Unstructured Partition Endpoint and focuses on a single, local file for ease-of-use demonstration purposes. This quickstart also 
+    focuses only on a limited set of Unstructured's full capabilities. To unlock the full feature set, as well as use Unstructured to do 
+    large-scale batch processing of multiple files and semi-structured data that are stored in remote locations, 
+    [skip over](/api-reference/workflow/overview#quickstart) to an expanded, advanced version of this quickstart that uses the 
+    Unstructured Workflow Endpoint instead.
 </Tip>
 
 <iframe

api-reference/workflow/workflows.mdx

@@ -977,7 +977,7 @@ In the request body, specify the settings for the workflow. For the specific set
 
 ## Custom workflow DAG nodes
 
-import EnrichmentImagesTablesHiResOnly from '/snippets/general-shared-text/enrichment-images-tables-hi-res-only.mdx';
+import EnrichmentImagesTablesOCRHiResOnly from '/snippets/general-shared-text/enrichment-images-tables-ocr-hi-res-only.mdx';
 
 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 
 directed acyclic graph (DAG) nodes. These nodes' settings are specified in the `workflow_nodes` array.
@@ -989,7 +989,7 @@ directed acyclic graph (DAG) nodes. These nodes' settings are specified in the `
 - You can specify [Partitioner](#partitioner-node), [Enrichment](#enrichment-node), 
   [Chunker](#chunker-node), and [Embedder](#embedder-node) nodes.
 
-  <EnrichmentImagesTablesHiResOnly />
+  <EnrichmentImagesTablesOCRHiResOnly />
 
 - The order of the nodes in the `workflow_nodes` array will be the same order that these nodes appear in the DAG, 
   with the first node in the array added directly after the **Source** node. The **Destination** node 
@@ -1379,7 +1379,7 @@ An **Enrichment** node has a `type` of `prompter`.
 
 [Learn about the available enrichments](/ui/enriching/overview).
 
-<EnrichmentImagesTablesHiResOnly />
+<EnrichmentImagesTablesOCRHiResOnly />
 
 #### Image Description task
 
@@ -1598,6 +1598,41 @@ Allowed values for `<subtype>` include:
 - `openai_ner`
 - `anthropic_ner`
 
+#### Text Fidelity Optimization task
+
+import EnrichmentOCRHiResOnly from '/snippets/general-shared-text/enrichment-ocr-high-res-only.mdx';
+
+<EnrichmentOCRHiResOnly />
+
+<AccordionGroup>
+    <Accordion title="Python SDK">
+        ```python
+        text_fidelity_optimization_enrichment_workflow_node = WorkflowNode(
+            name="Enrichment",
+            subtype="<subtype>",
+            type="prompter",
+            settings={}
+        )
+        ```
+    </Accordion>
+    <Accordion title="curl, Postman">
+        ```json
+        {
+            "name": "Enrichment",
+            "type": "prompter",
+            "subtype": "<subtype>",
+            "settings": {}
+        }
+        ```
+    </Accordion>
+</AccordionGroup>
+
+Allowed values for `<subtype>` include:
+
+- `anthropic_ocr`
+- `openai_ocr`
+- `vertexai_ocr`
+
 ### Chunker node
 
 A **Chunker** node has a `type` of `chunk`. 

docs.json

@@ -123,7 +123,8 @@
                   "ui/enriching/image-descriptions",
                   "ui/enriching/table-descriptions",
                   "ui/enriching/table-to-html",
-                  "ui/enriching/ner"
+                  "ui/enriching/ner",
+                  "ui/enriching/ocr"
                 ]
               },
               "ui/embedding",

snippets/general-shared-text/enrichment-images-tables-hi-res-only.mdx → snippets/general-shared-text/enrichment-images-tables-ocr-hi-res-only.mdx

@@ -1,8 +1,8 @@
 <Warning>
-    Unstructured can potentially generate image summary descriptions, table summary descriptions, and table-to-HTML output only for workflows that are configured as follows:
+    Unstructured can potentially generate image summary descriptions, table summary descriptions, table-to-HTML output, and text fidelity optimization, only for workflows that are configured as follows:
 
-    - With a **Partitioner** node set to use the **Auto** or **High Res** partitioning strategy, and an image summary description node, table summary description node, or table-to-HTML output node is added.  
-    - With a **Partitioner** node set to use the **VLM** partitioning strategy. No image summary description node, table summary description node, or table-to-HTML output node is needed (or allowed).
+    - With a **Partitioner** node set to use the **Auto** or **High Res** partitioning strategy, and an image summary description node, table summary description node, table-to-HTML output node, or text fidelity optimization node is added.  
+    - With a **Partitioner** node set to use the **VLM** partitioning strategy. No image summary description node, table summary description node, table-to-HTML output node, or text fidelity optimization node is needed (or allowed).
 
     Even with these configurations, Unstructured actually generates image summary descriptions, table summary descriptions, and table-to-HTML output only for files that contain images or tables and are also eligible 
     for processing with the following partitioning strategies:
@@ -14,4 +14,6 @@
 
     - With a **Partitioner** node set to use the **Fast** partitioning strategy.
     - With a **Partitioner** node set to use the **Auto**, **High Res**, or **VLM** partitioning strategy, for all files that Unstructured encounters that do not contain images or tables.
+
+    Unstructured never generates text fidelity optimizations for workflows with a **Partitioner** node set to use the **Fast** partitioning strategy.
 </Warning>

snippets/general-shared-text/enrichment-ocr-high-res-only.mdx

@@ -0,0 +1,8 @@
+<Warning>
+    Unstructured can optimize text fidelity for workflows that are configured as follows:
+
+    - With a **Partitioner** node set to use the **Auto** or **High Res** partitioning strategy, and a text fidelity optimization node is added.  
+    - With a **Partitioner** node set to use the **VLM** partitioning strategy. No text fidelity optimization node is needed (or allowed).
+
+    Unstructured never generates text fidelity optimizations for workflows with a **Partitioner** node set to use the **Fast** partitioning strategy.
+</Warning>