Q&A Bot

A dynamic Q&A Bot using GPT-4.

Setup

You need to create a virtual env and install the packages listed in requirements.txt. You can then run Jupyter Notebooks in VS Code.

Follow these steps: How to Work with Python Virtual Environments, Jupyter Notebooks and VS Code.

You need to create a .env file with your OPENAI_API_KEY.

Usage

Open F1_QA_Assistant.ipynb.

Features

• scraping data from Wikipedia.
• generating a bunch of embeddings on the last Formula One season.
• turning the questions from users into embeddings.
• finding the K nearest neighbors to that embedding.
• including the matching texts in the prompt to expand GPT-4 knowledge.

Based on Mastering OpenAI Python APIs: Unleash the Power of GPT4 by Colt Steele (2023).