Polish Natural Language Question Answering with limited context

This is a project to test RAGs for polish language.

Getting started

Follow these steps:

Create a virtual environment

Create a Python 3.12 environment for this project and activate it:

(Replace with 3.12, if you need)

python3.12 -m venv env

Activate it with:

source env/bin/activate

Install dependencies

pip install -r requirements.txt

You can also use Makefile to setup everything for you:

make
source env/bin/activate

This will install all required dependencies and make the project and tools ready to use. It will also instal the mlx package which is optional, but can be used on MacOS for better performance.

Installing ElasticSearch and Qdrant

To start working with ES and QDrant install docker/docker-composer on your system and then run the following command:

docker-compose up -d

or

make up