Multimodal VDR Demo

What is Multimodal VDR Demo ?

The Multimodal VDR Demo is a powerful tool designed for extracting text from scanned documents using advanced multimodal retrieval technology. It leverages the llamaindex/vdr-2b-multi-v1 model to enable search functionality across documents using both text and images. This innovative approach allows users to analyze and retrieve information from scanned documents with high accuracy.

Features

• Multimodal Search: Combine text and image-based queries for robust document retrieval.
• Text Extraction: Accurately extract text from scanned documents with image content.
• Scanned Document Support: Works with scanned documents containing text and images.
• Large Language Model Integration: Utilizes the advanced capabilities of the llamaindex/vdr-2b-multi-v1 model.
• Zero-Shot Capability: No additional training required for new documents.

How to use Multimodal VDR Demo ?

1. Upload Your Document: Load the scanned document or image containing text you wish to analyze.
2. Enter Your Query: Provide a text query or upload an image to search within the document.
3. Select Model: Choose the llamaindex/vdr-2b-multi-v1 model for processing.
4. Adjust Settings: Fine-tune retrieval parameters if needed for better accuracy.
5. Analyze and Extract: Run the analysis and extract the relevant text or insights from the document.

Frequently Asked Questions

What formats does the Multimodal VDR Demo support?
The demo supports scanned documents in formats like PDF, PNG, and JPEG.

How does image quality affect text extraction?
Higher-quality images with clear text generally yield better extraction results.

What makes this different from traditional OCR tools?
The Multimodal VDR Demo combines text and image-based retrieval, offering more versatile search and extraction capabilities compared to traditional OCR tools.