przvlprd / zhaw-matchmaking-material

The background material and notebooks for the matchmaking application.

ZHAW-MatchMaking Material

This repository contains notebooks used for brainstorming and building the proof-of-concept matchmaking bot. The bot is available here:

ZHAW MatchMaking Bot

The notebooks cover the steps from building the database with MongoDB by scraping raw user profiles from the ZHAW website, preprocessing this data and adding metadata, chunking the data with LangChain and adding it to a local vector database using ChromaDB.

Setup

• place your OpenAI API key inside .env

• create a virtual environment

# PowerShell
python -m venv env
.\env\Scripts\activate

# Linux / WSL
virtualenv --python python3.11 venv
source venv/bin/activate

• install the dependencies

pip install -r requirements.txt

• run jupyter notebook and open a file

jupyter notebook