Article_Retrieval

Article Retrieval System

This is a very basic RAG system with Langchain. It indexes articles from the "1300 Towards Data Science Medium Articles" dataset.

Code and comments can be found in the main.ipynb notebook.

Instructions

1. Environment Setup:

# create python environment
python3 -m venv article_retrieval

# activate environment
source article_retrieval/bin/activate

# install dependencies
pip install -r requirements.txt

# create jupyter environment kernel
python -m ipykernel install --user --name=article_retrieval

2. Running the Project:
   • Open the main.ipynb notebook in Jupyter Notebook or JupyterLab.
   • Select the article_retrieval kernel.
   • Add your OpenAI API key to the openai_api_key variable in the second cell.
   • Make sure to run the cells sequentially to ensure proper execution of the code.