How to make data analysis, knowledge graph for unstructured raw mutli types files

I have multi type raw unstructured data files, from text, pdf, CSV, jubtyer note book, image, video, Jason, etc. I want to make automate process, clean, structure, then analysis, knowledge graph, any suggestions

[DGM]

You have any type of information stored in any type of file and presented in any type of format, and you want to automatically process, analyze, and draw conclusions from it?

Unless you narrow the scope of the question, what you're asking for is magic.

[Mohamed]

First, thank you for ur feedback,second as this is my first time ever to be part of online comuinty such MATLAB,beside my English language not my mother language, I feel I may have leak of delivering my point, and I'm sorry for that if disturb any one, as for answering ur feedback, I believe by using AI LLMs for NLP, extract the key points from text file, after transform all files into one structure shape and put them all in data hub, or data fabric, then using knowledge graph analysis or use prompt engineering techniques for reasoning using chain of thoughts or graph of thoughts, can really make us find unique hidden pattern in our data, but i need to organise and structure and clean the data first

[Mohamed]

And that's what make me stuck, I want to draft all the files in one path direction, and processing it, clean, structure in one shape no duplicate, organise,and build database set, so I can move for next step, or this how I see, I just need guidance, action chain I can follow to reach to this point, and that's why I create the question, some one even close my question without even clear or advice where I should draft the questions, or what was my mistake so I can edit and correct my question

Answer 1

[Image Analyst]

You might like to look at this:

https://en.wikipedia.org/wiki/Content-based_image_retrieval

It mainly talks about images, but there are some good links about other types of data in the "See Also" on that page:

https://en.wikipedia.org/wiki/Document_classification