End-to-End-Book-Recommender-System

Workflow

• config.yaml
• entity
• config/configuration.py
• components
• pipeline
• main.py
• app.py

How to run?

STEPS:

Clone the repository

https://github.com/entbappy/End-to-End-Book-Recommender-System.git

STEP 01- Create a conda environment after opening the repository

conda create -n books python=3.7.10 -y

conda activate books

STEP 02- install the requirements

pip install -r requirements.txt

Now run,

streamlit run app.py

Streamlit app Docker Image Deployment

1. Login with your AWS console and launch an EC2 instance

2. Run the following commands

Note: Do the port mapping to this port:- 8501

sudo apt-get update -y

sudo apt-get upgrade

#Install Docker

curl -fsSL https://get.docker.com -o get-docker.sh

sudo sh get-docker.sh

sudo usermod -aG docker ubuntu

newgrp docker

git clone "your-project"

docker build -t entbappy/stapp:latest . 

docker images -a  

docker run -d -p 8501:8501 entbappy/stapp 

docker ps  

docker stop container_id

docker rm $(docker ps -a -q)

docker login 

docker push entbappy/stapp:latest 

docker rmi entbappy/stapp:latest

docker pull entbappy/stapp