Introducing Paper QA: Revolutionizing Information Extraction From Text Files
Answer technical questions with cited sources using OpenAI Embeddings, FAISS vector DB, and LangChain.
4 min readApr 28, 2023
Table of contents
Intro
How Paper QA Works
Example Output
How can you use Paper QA
- Research and Academia
- Professional Decision-Making
- Journalism and Content Creation
- Knowledge Management in Organizations
- Empowering Education and Learning
Intro
Information extraction is crucial to success in various professions, from research and academia to law, medicine, finance, journalism, and more. Quickly locating and synthesizing relevant information is essential for productivity and informed decision-making.
Enter Paper QA, a powerful tool designed to revolutionize the way we extract insights from documents. This library utilizes OpenAI Embeddings and a vector database called FAISS to embed and search documents, while LangChain helps generate the answers.