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OpenAI Embeddings Demo

This project shows the use of OpenAI embeddings to extend the capabilities of ChatGPT to answer questions about specific technical documentations.

Requirements

  • OpenAI API Key
  • Setup a python venv and install the requirements in requirements.txt

Create Embeddings

Put Documents (.pdf or .docx) in the data/raw folder and run create_embeddings.py to create embeddings

Ask Questions

Run embedding_search.py to ask questions about the documents you created embeddings for. You may have to change the system string in embedding_search.py to expand answers to non technical documentations.

Code

This code is an adaption from the examples provided by OpenAI here: https://github.com/openai/openai-cookbook/tree/main/examples