Extracción en un clic

Use the One Click Extraction feature to easily train document extractors straight from the Document Understanding^TM interface. This feature allows bypassing the need for manually creating Datasets, Pipelines, and ML Skills in AI Center with the help of a new user experience within Document Understanding.

Make sure that your Document Understanding project is linked to AI Center before using this functionality.

Opción Extractores

You can use One Click Extraction functionality to create a new extractor based on an existing semi-structured AI document type by clicking the New Extractor button.

The New Extractor button opens a drop-down with two options: Automated Training and Manual Training.

Formación automatizada

Use the Automated Training option for training an extractor straight in Document Understanding. Once you choose this option, you have to add an Extractor Name, select the preferred Document Type, select the Model that you want to use, and its version, enable or disable the Use GPU option and select the version of the model. When finished, click on the Train button.

Nota:

Tenga en cuenta que antes de comenzar a entrenar un extractor, debe tener al menos diez documentos etiquetados en la sesión que planea utilizar.

Esta funcionalidad crea automáticamente un nuevo conjunto de datos en AI Center con el nombre previamente dado en el campo Nombre del extractor de la ventana emergente de Entrenar el conjunto de datos de extracción.

Nota:

To update an extractor after labeling additional data, you need to create a new extractor under a distinct name.

Detalles

You can see more details about the created Automated Training action by clicking on the name of the extractor from the Extractors page, or by clicking on the actions menu, and selecting the Details option.

Here's a list with all the information provided by the Details option:

• Training set - Specifies the number of documents and number of pages processed.
• Pages Extracted - Specifies the number of extracted pages.
• F1 Score - Provides an accuracy score percentage for the dataset.
• Status - Provides the status of the extraction action.
• Document types - Provides the list of Document types used for the action.
• Package Name - Provides the name of the used ML Package.
• Package Version - Provides the version of the used ML Package model.
• ML Skill details - Provides the URL of the ML Skill created for the dataset. You can copy it and use it in your workflow.
• Dataset link - Provides the public endpoint URL of the created (public) dataset.
• Pipeline details - Provides the URL of the pipeline created for the dataset.
• View/Hide Logs - Provides a list with all the logs of the created dataset. You can copy it and use it when needed.

Formación manual

Use the Manual Training option to export a dataset to AI Center and then train it in AI Center. Once you choose this option, you have to add a Dataset Name and select the preferred Document Type. When finished, click on the Export button.

Nota:

To update an extractor after labeling additional data, you need to create a new extractor under a distinct name.

Detalles

You can see more details about the created Manual Training action by clicking on the name of the extractor from the Extractors page, or by clicking on the actions menu, and selecting the Details option.

Here's a list with all the information provided by the Details option:

• Training set - Specifies the number of documents and number of pages processed.
• Pages Extracted - Specifies the number of extracted pages.
• F1 Score - Provides an accuracy score percentage for the dataset.
• Status - Provides the status of the extraction action.
• Document types - Provides the list of Document types used for the action.
• Package Name - Provides the name of the used ML Package.
• Package Version - Provides the version of the used ML Package model.
• ML Skill details - Provides the URL of the ML Skill created for the dataset. You can copy it and use it in your workflow.
• Dataset link - Provides the public endpoint URL of the created (public) dataset.
• Pipeline details - Provides the URL of the pipeline created for the dataset.
• View/Hide Logs - Provides a list with all the logs of the created dataset. You can copy it and use it when needed.

Estado Extractores

You can check the status of all your extraction actions by using the Extractors tab from your project page.

Información general

Una vez seleccionada la pestaña Extractores, puedes ver cinco columnas diferentes, cada una de las cuales presenta información sobre las acciones de clasificación creadas. Puedes ordenarlas individualmente en orden alfabético ascendente o descendente, o dejarlas en su estado predeterminado, organizadas por fecha de creación, con la más reciente arriba:

• Name - Displays the name of the classification actions.
• Type - Displays the type of classification action (export or train).
• Document Type - Displays the used Document type.
• Status - Displays the status of the action. There are multiple available statuses for each action. Check the table below for more details.
• Creation date - Displays the creation date.
• Refresh - Refreshes the statuses for all actions, displaying the most recent ones.

Estado	Descripción	Opción Clasificar
Disponible	La acción se ha ejecutado correctamente.	Formación automatizada
EnCurso	La acción sigue ejecutándose.	Formación automatizada
ExportaciónCompletada	La acción se ha ejecutado correctamente.	Formación manual
ExportaciónEnCurso	La acción sigue ejecutándose.	Formación manual
No iniciado	La ejecución de la acción aún no ha comenzado.	Automated Training Manual Training
Desincronía	El estado de Document Understanding no está sincronizado con el de AI Center. Navega hasta AI Center y comprueba el estado de la habilidad ML correspondiente al extractor que has creado. Si la habilidad ML ha dejado de estar implementada, vuelva a implementarla.	Automated Training Manual Training
Suspendido(s)	La acción estaba en pausa.	Automated Training Manual Training

Menú de acciones

El menú de acciones está disponible en la parte derecha y tiene las siguientes opciones disponibles, una vez abierto:

• Copy URL - Allows you to copy the URL of the public endpoint created with the Automated Training action.
• Details - Provides information about the created action.
• Delete - Deletes the created action from both Document Understanding and AI Center.
• Stop ML Skill - Stops the ML Skill for the Automated Training action.