Semantic Search for Resumes

Demo.Latest.mp4

Instructions

Setting Up the Dataset

1. Create a Folder for Resume Dataset:
   • Create a folder named resume_dataset in the root directory of this repository.
   • Add all the resume PDF files to this folder.

Running the Streamlit App

2. Running the Streamlit Application:
   • Open a terminal.
   • Navigate to the root directory of the repository.
   • Run the following command:

     streamlit run main_app.py

   • This will start the Streamlit app for interactive use.

Running the FastAPI Backend

3. Running the FastAPI Backend for API Usage:
   • Navigate to the backend folder.
   • Open a terminal in this folder.
   • Run the following command:

     python semantic_search_with_api.py

   • This will start the FastAPI server for API-based semantic search.