Vector Database POC

Getting started

Download some models

ollama pull mxbai-embed-large # Used for embeddings
ollama pull gemma3 # Used as LLM

Download python depedencies

pip install -r requirements.txt

Run

First you need to seed the database with a few documents

python script.py seed

And then you can do your search

python script.py search --query "How does AI change industries?"