AI Model Hub

1. What is the AI Models Hub?

The AI Models Hub is a centralized platform in Docsumo where users can access, manage, and deploy AI models for document processing and data extraction.

2. How do I access the AI Models Hub?

You can access the AI Models Hub through the Docsumo platform by navigating to the AI Models section from your dashboard. For more details, visit the AI Models Hub introduction page.

3. What types of AI models are available in the Hub?

The Hub includes models for various tasks such as OCR (Optical Character Recognition), data extraction, invoice processing, and other document-based AI applications.

4. How do I deploy a model from the AI Models Hub?

Models can be deployed directly from the AI Models Hub. Select the desired model and click on the deploy button. For a step-by-step guide, refer to the AI Models Hub documentation.

5. Can I customize an AI model in the Hub?

Yes, you can customize AI models to fit your specific requirements by adjusting parameters or providing additional training data.

6. How do I train a new AI model?

Training a new AI model involves uploading sample documents and specifying the data you want to extract. The system will learn from these samples to improve accuracy. Learn more here.

7. What kind of documents can be processed using the AI Models Hub?

The AI Models Hub can process various document types, including invoices, receipts, contracts, and more.

8. How accurate are the AI models in the Hub?

The accuracy of AI models depends on the quality and quantity of training data provided. Generally, the models in the Hub are designed to achieve high accuracy with minimal training.

9. Can I import my own AI models into the Hub?

Currently, the AI Models Hub supports models provided by Docsumo. Importing custom AI models may be available in future updates.

10. How do I manage deployed AI models?

Deployed models can be managed through the AI Models Hub, where you can monitor their performance, update them, or deactivate them as needed.

11. What is OCR, and how is it used in the AI Models Hub?

OCR (Optical Character Recognition) is a technology used to convert different types of documents, such as scanned paper documents, PDFs, or images captured by a digital camera, into editable and searchable data. The AI Models Hub includes OCR models for this purpose.

12. How often are the AI models updated?

AI models in the Hub are periodically updated to improve their performance and accuracy. Users are notified of any updates within the platform.

13. Is there a limit to the number of models I can deploy?

The number of models you can deploy may depend on your subscription plan. Please refer to your plan details or contact support for more information.

14. How do I troubleshoot issues with a deployed model?

If you encounter issues with a deployed model, you can refer to the troubleshooting section in the AI Models Hub documentation or contact Docsumo support.

15. Can I share AI models with my team?

Yes, models deployed through the AI Models Hub can be shared with team members who have the appropriate permissions.

16. How do I improve the accuracy of an AI model?

Improving accuracy involves providing more diverse and representative training data, fine-tuning model parameters, and regularly retraining the model as needed. See the training guide for more information.

17. What happens if I exceed the document processing limit?

If you exceed the document processing limit, you may need to upgrade your subscription or purchase additional credits. Check your plan details for specifics.

18. How do I update a model in the AI Models Hub?

Models can be updated through the Hub by selecting the model and following the update prompts. Detailed instructions are available in the AI Models Hub documentation.

19. Can I use multiple AI models simultaneously?

Yes, you can deploy and use multiple AI models simultaneously, depending on your use case and subscription plan.

20. What support options are available for the AI Models Hub?

Docsumo offers various support options, including documentation, tutorials, and direct customer support. Visit the support page for more details.

21. How do I delete an AI model from the Hub?

To delete an AI model, navigate to the model in the AI Models Hub, select the delete option, and confirm your action. Refer to the documentation for detailed steps.

22. Is it possible to revert to a previous version of an AI model?

Currently, the AI Models Hub does not support reverting to previous versions of models. It’s recommended to keep a backup of any important model configurations.

23. How secure is the data processed by the AI Models Hub?

Docsumo ensures that all data processed through the AI Models Hub is secure and complies with industry-standard security protocols.

24. How do I know if a model is performing well?

Performance metrics for each model can be viewed within the AI Models Hub. These metrics include accuracy, processing time, and error rates.

25. Can I request a custom AI model to be added to the Hub?

If you have specific requirements, you can contact Docsumo to discuss the possibility of adding a custom AI model to the Hub.

26. What is the difference between training and deploying a model?

Training a model involves teaching the AI using sample data to perform specific tasks, while deploying a model means making it available for use in processing real data.

27. How do I view the training progress of a model?

The training progress of a model can be monitored through the AI Models Hub interface, where you can see real-time updates and metrics.

28. What happens if the model fails to extract data correctly?

If a model fails to extract data correctly, you may need to retrain the model with additional samples or fine-tune its settings. Contact support for further assistance if needed.

29. Are there any prerequisites for using the AI Models Hub?

Basic knowledge of machine learning concepts and document processing might be helpful, but the AI Models Hub is designed to be user-friendly and accessible to users with varying levels of expertise.

30. How can I provide feedback on the AI Models Hub?

You can provide feedback directly through the Docsumo platform or by contacting the support team. Your feedback helps improve the Hub and the services offered.