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I have built something similar for my personal use.

The problem is that some filings especially the 10-K onces, can be very long (too long for chatGPT or Claude). Only Gemini can handle them properly. It can be quite expensive if a user chats a lot with a long filing.

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Yeah this is true. But the context windows for most of the frontier models have been increasing over time so this will most likely be solved soon. It's good enough to still get a decent amount of value.

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