beverm2391 / ai-summarizer Goto Github PK

I hope this message finds you well. I wanted to bring to your attention a potential issue I noticed while exploring your repository. Specifically,

I noticed that you are using embedding to get vectors of chunks of each part of the pdf and then embedding the question to get the top_k=3 of the score of the dot product between the question and vectors.

This is an interesting approach, but I noticed you will get only the chunks that talk about summarizing in the PDF, so will returns prompt + 3 chunks from the PDF. However, I noticed that this leads to sending garbage to chatGPT.

I just wanted to bring this to your attention in case it was unintentional or if there is a better way to approach this. Thank you for your time and for sharing your work on this repository.

Best regards,