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Welcome to the Board Game Rules Explainer Github repository. This was a group project for the Full Stack Deep Learning 2022 Course.

We are a team of four members: Rafał, Tim, Issam & Muriel

The aim of this project was to build and deploy a Question Answering system to reduce the amount of time players spend reading and checking the rulebook while playing board games.

The project makes extensive use of the Haystack open source library and this repository was forked from the main Haystack repository which is awesome.

Board Game Rules Explainer - FSDL 2022 - Watch Video

Our project presentation slides are available here

The final deployment was on AWS EC2, with 3 docker containers holding the Elasticsearch document database, Haystack REST API and Streamlit front end respectively, Weights and Biases was used to store and report on the results of model evaluation.

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Board game rules explainer app based on Haystack repository by Deepset.ai

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  • Python 71.5%
  • Jupyter Notebook 28.5%