Why is an LLM better than a regular search index for this?

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Not sure what you mean by regular search index.

The problem is that most of the financial disclosures are handwritten scanned pages that you can't simply do a search upon - LLMs are great at character recognition.

Ah, so the LLM might not be doing the actual search function, but compiling all the text digitally 🤙