I encountered an issue while extracting data from an image for the RAG system. The problem lies in the extracted text, which appears like this:

‘Shiek Muhammed bin Khursid Mr Shiekh Omar Abdulla Managing Director CEO Email: [email protected] Email: soabdulla786@gmail,com Contact: 553151 Contact: 556523’

This formatting makes it challenging for the LLM to provide efficient information.

Any suggestions on how to improve this?

I used an unstructured method to extract the text. I want to extract text in format that can be easily understood by LLM in my RAG system.