ashishu007/search-engine

Document ranking using different algorithms

Search-Engine

Document search using different ranking algorithms

Algorithms supported

This is the list of algorithms currently supported for document ranking.

• TF
• TF-IDF
• BM25
• BERT

Docker Image

• Pull the image from docker-hub:

  docker pull ashishu007/rgu-soc-se:latest

• Run the image:

  docker run -d -p 5000:5000 ashishu007/rgu-soc-se:latest

• The Flask app will be running on http://localhost:5000

Heroku

Assuming you have docker installed and an app created on heroku.

0. Suppose the app created on heroku is: rgu-soc-search-eng

1. Clone the repo:

   git clone https://github.com/ashishu007/Search-Engine.git

2. Build the docker-container:

   docker build -t search-eng:latest .

3. Tag the docker-container:

   docker tag search-eng registry.heroku.com/rgu-soc-search-eng/web

   • If getting authentication required message, run this: heroku container:login

4. Push the tagged container to the heroku-registry:

   docker push registry.heroku.com/rgu-soc-search-eng/web

5. Release the container on heroku:

   heroku container:release -a rgu-soc-search-eng web

6. Goto the browser, and type: rgu-soc-search-eng.herokuapp.com