"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;
Showing posts with label Embeddings. Show all posts
Showing posts with label Embeddings. Show all posts

April 11, 2023

PDF Question answering with OpenAI Text Embeddings

My notes from the video tutorial Ref - Link 

Key Steps

  • Load Pdf Documents
  • OpenAI embeddings
  • Query Stanford AI index report

Detailed Steps

  • OpenAI API key
  • Mount gdrive
  • Read pdf documents, extract text
  • Token size 1000 characters
  • Chunk overlaps 200 character
  • import question/answer from lang-chain

Questions (Find Similar text)

  • What are the key vision models mentioned
  • How is vision maturity compared to text





Keep Exploring!!!

  1. A Document AI Package
  2. Document Image Skew Estimation
  3. Knowledge Retrieval Architecture for LLM’s (2023)