11–20 of 97 posts
Was just looking for something like this. Does it handle equations to latex or similar? How about rotated tables, ie landscape mode but page is still portait?
Disclaimer: I'm the founder.
I have not found any mention of accuracy. Since it's using LLM, how accurate the conversion is? As in does that NASA document match 100% with the pdf or did it introduce any made up things (hallucinations)? That converted NASA doc should be included in repo and linked in readme if you haven't already.
People are really freaked out about hallucinations, but you can totally tackle that with solid prompts. The one in the repo right now is doing a pretty good job. Keep in mind though, this project is all about maxing out context for LLMs in products that need PDF input. We're not talking about some hardcore archiving system for the Library of Congress here. The goal is to boost consistency whenever you're feeding PDF…
I have not found any mention of accuracy. Since it's using LLM, how accurate the conversion is? As in does that NASA document match 100% with the pdf or did it introduce any made up things (hallucinations)? That converted NASA doc should be included in repo and linked in readme if you haven't already.
People are really freaked out about hallucinations, but you can totally tackle that with solid prompts. The one in the repo right now is doing a pretty good job. Keep in mind though, this project is all about maxing out context for LLMs in products that need PDF input. We're not talking about some hardcore archiving system for the Library of Congress here. The goal is to boost consistency whenever you're feeding PDF…
Earlier quoted context omitted.
> I think it offers an optimal balance of affordability & reliability. It is hard to trust "you" when ChatGPT wrote that text. You never know which part of the answer is genuine and which part was made up by ChatGPT. To actually answer that question: Pricing varies quite a bit depending on what exactly you want to do with a document. Text detection generally costs $1.5 per 1k pages: https://cloud.google.com/vision/pr…
You've got a point, but try testing it on a tricky example like the Apollo 17 document - you know, with those sideways tables and old-school writing. You'll see all three non-AI services totally bomb. Now, if you tweak it to batch = 1 instead of 10, you'll notice there's hardly any made-up stuff. When you dial down the temperature close to zero, it's super unlikely to see hallucinations with limited context. At worst…
Unless it is. We have a few hundred PDF per month (mostly tables) where we need 100% accuracy. Currently we feed them into an OCR and have humans check the result. I do not win anything if I have to check the LLM output, too.
The hard part is to prevent the model ignoring some part of the page and halucinations (see some of the gpt4o sample here like the xanax notice:https://www.llamaindex.ai/blog/introducing-llamaparse-premiu...)
However this model will get better and we may soon have a good pdf to md model.
Was just looking for something like this. Does it handle equations to latex or similar? How about rotated tables, ie landscape mode but page is still portait?
Have you checked out Mathpix? It's another option. Disclaimer: I'm the founder.
I had been using GPT4o for extracting insights from Scanned docs, it was doing fine. But very recently (since they launched new model - o1), it's not working. GPT4o is refusing to extract text from images and says it can't do it, though it was doing same thing with same prompts till last week. I am not sure if this is intentional downgrade and it can be clubbed with new model launch, but it's really frustrating for m…