Use Existing DocumentAI Model Hub Type

What is the DocumentAI Model Hub in Docsumo?
The DocumentAI Model Hub is a collection of pre-trained AI models designed to extract data from specific document types, making it easier to start processing documents without building a model from scratch. Learn more here.

How do I use an existing DocumentAI model in Docsumo?
You can select a pre-trained model from the DocumentAI Model Hub by navigating to the Model Hub section in Docsumo and choosing the model that best fits your document type. Instructions are available here.

What types of documents are supported by the existing DocumentAI models?
The existing DocumentAI models support various document types, including invoices, receipts, purchase orders, and more. For a full list, visit this guide.

Can I customize an existing DocumentAI model?
Yes, you can customize an existing model by fine-tuning it with your specific data or adjusting the field mappings to better match your document structure. Learn how to customize models here.

How do I choose the right model from the DocumentAI Model Hub?
To choose the right model, review the document types each model is optimized for and select the one that matches your needs. Guidance on selecting models is available here.

Is there a cost associated with using models from the DocumentAI Model Hub?
The cost of using models from the DocumentAI Model Hub may vary depending on your subscription plan and the specific model used. Check pricing details on the DocumentAI Model Hub page.

How do I integrate an existing model into my workflow?
After selecting a model, you can integrate it into your workflow by configuring it to process your documents automatically. Integration steps are outlined here.

What if the existing models do not fully meet my requirements?
If existing models do not fully meet your needs, you can either customize a model or train a new one using your data. For more information, refer to this guide.

Can I preview the performance of a model before using it?
Yes, Docsumo allows you to preview the performance of a model by running a test extraction on a sample document. Learn how to preview models here.

How frequently are models in the DocumentAI Model Hub updated?
Models in the DocumentAI Model Hub are regularly updated to improve accuracy and support new document types. Stay updated with the latest changes here.

How do I switch between different models in Docsumo?
You can switch between models by selecting a different one from the Model Hub based on the document type you're processing. Switching instructions are provided here.

What should I do if an existing model does not extract data correctly?
If a model does not perform as expected, you can troubleshoot by reviewing the field mappings, providing additional samples, or contacting support for assistance. Troubleshooting tips are available here.

Can I share a customized model with other users in my organization?
Yes, you can share customized models with other users within your organization to ensure consistency in document processing. Learn how to share models here.

What is the difference between using a pre-trained model and training a new one?
Using a pre-trained model allows for quicker deployment, while training a new model offers more customization but requires more time and data. For a detailed comparison, see this guide.

How do I delete a model I no longer need in Docsumo?
You can delete a model by accessing the Model Hub, selecting the model, and choosing the delete option. Be sure to confirm that you no longer need the model before deleting it. Deletion instructions are available here.