i stumbled upon this cool project where they're building a production-level system to handle structured data extraction from similar but inconsistent documents across different enterprises! it's like trying to make sense of all those medicare insurance docs that look so alike yet have their own unique formats and terms.
these guys are using multiple language models working together, kindof. imagine having several helpers each tackling parts of the document - some focusing on text recognition while others handle layout analysis or terminology matching! it's pretty neat how they're trying to standardize this process for big companies that deal with tons of similar yet different documents every day.
i wonder if there's a way we could use some basic media queries
@media (max-width: 600px)
, just like when designing responsive websites, but applied here? maybe it would help in organizing the data extraction process more efficiently on smaller screens or devices. anyone have thoughts?
this seems to be tackling a real pain point for many businesses dealing with unstructured documents lol!
more here:
https://dzone.com/articles/llm-multi-agent-data-extraction