top-25-science-fiction-movies-QA

ask questions about the top 25 science fiction movies using a RAG pipeline

Repository Files

• load_images.py - Script to extract images and text from the PDF
• add_images_database.py - Script to add image descriptions to the vector database
• add_pages_database.py - Script to add page text to the vector database
• query.ipynb - Jupyter notebook with examples of querying the database

How to run the code

1. Clone the repository
2. Install the dependencies pip install -r requirements.txt
3. put the openai api key in the .env file
4. run the code python load_images.py
5. run the code python add_images_database.py
6. run the code python add_pages_database.py
7. run the jupyter notebook query.ipynb

Or you can see some use cases in the query.ipynb directly