# Vector Database POC

## Getting started

Download some models

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

Download python depedencies

```bash
pip install -r requirements.txt
```
## Run

First you need to seed the database with a few documents

```bash
python script.py seed
```

And then you can do your search

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