Table-to-text extraction

The process of converting structured data from tables into text formats to facilitate rag (Retrieable-Augmented Generation) and nlp workflows.

Models & Trends

Nanonets OCR Small: A powerful, open-source OCR model featuring 3B parameters.
Efficiency Trend: A shift toward smaller, highly efficient models (e.g., 3B parameter range) optimized for specific extraction tasks, moving away from larger architectures like Llama OCR and Mistral OCR.
Application: Targeted at improving the accuracy of rag pipelines by converting complex table structures into machine-readable text.