A dynamic Q&A Bot using GPT-4.
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.
Open F1_QA_Assistant.ipynb.
- 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).