Question answering using embeddings-based search

# Question answering using embeddings-based search GPT excels at answering questions, but only on topics it remembers from its training data. What should you do if you want GPT to answer questions about unfamiliar topics? E.g., - Recent events after October 2023 for GPT 4 series models - Your non-public documents - Information from past conversations - etc. This notebook demonstrates a two-step Search-Ask method for enabling GPT to answer questions using a library of reference text. 1. **Search:** search your library of text for relevant text sections 2. **Ask:** insert the retrieved text sections into a message to GPT and ask it the question