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What would be the most suitable AI tool for automating document classification and extracting relevant data for search functionality?

What would be the most suitable AI tool for automating document classification and extracting relevant data for search functionality?

Complex-Jackfruit807
April 15, 2025
reddit

What would be the most suitable AI tool for automating document classification and extracting relevant data for search functionality?

I have a collection of domain-specific documents, including medical certificates, award certificates, good moral certificates, and handwritten forms. Some of these documents contain a mix of printed and handwritten text, while others are entirely printed. My goal is to build a system that can automatically classify these documents, extract key information (e.g., names and other relevant details), and enable users to search for a person's name to retrieve all associated documents stored in the system.

Since I have a dataset of these documents, I can use it to train or fine-tune a model for improved accuracy in text extraction and classification. I am considering OCR-based solutions like Google Document AI and TroOCR, as well as transformer models and vision-language models (VLMs) such as Qwen2-VL, MiniCPM, and GPT-4V. Given my dataset and requirements, which AI tool or combination of tools would be the most effective for this use case?

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