Setup Guide

Virtual environment

Make sure python3-venv is in your machine

sudo apt install python3-venv

Make a python virtual environment with the following command:

python3 -m venv .venv

activate the environment

source .venv/bin/activate

Install dependencies

Install the required packages with the following command:

pip install -r requirements.txt

Running the backend

To run the backend server, use the following command:

uvicorn app.main:app --reload

The app will start:

http://127.0.0.1:8000/

Plan

• at first we parse down the entire pdf in batch (we get an array of json each contaning page number and page content)

• then

• our graph nodes = our vectors

• each node is a standalone information point

• we generate metadata for each node

• Embed (metadata + node content)

• we retriece candidates as node's parent

• either we define a new relationship between 2 newly made nodes

• or link up with an old one

• node and vector points share