nnechm

33 ms·

1. 31.▲
   by nnechm 3y ago

   Pdf parsing was more tedious that I would have liked at this stage so I stuck to the SEC which requires that companies file in a text format :) so that helped. I used poppler on a digital ocean droplet, but the sheer variety of company pdfs
2. 32.▲
   by nnechm 3y ago

   I think one thing you can try is to figure out what lies where, so chunking arbitrarily will not work as well as chunking with headings for e.g For e.g, if the question is: "What should the opposition leader have mentioned in their re
3. 33.▲
   by nnechm 3y ago

   I am talking about comparing multiple reports, i.e gross margin trends over 10 years and EV/TTM Ebitda etc across several reports. Currently only financials are possible, but the ratios depend on stock prices, so we are working on that
4. 34.▲
   Reading SEC filings using LLMs(beatandraise.com)

   118 points by nnechm 3y ago|77 comments
5. 35.▲
   by nnechm 3y ago

   I have been working on getting ChatGPT to answer questions that equity research analysts, investors would like to get from SEC filings. The application uses a combination of hybrid text search and LLMs for completion and does not rely much