Hiring Bot

Chatbot in GCP to analyze candidate CVs for sales advisor positions. This solution aimed to streamline recruitment processes, reduce time-to-hire, and select top prospects with high retention and productivity potential. The system utilized techniques such as prompt engineering, Retrieval-Augmented Generation (RAG), and fine-tuning.

Architecture

Demo

Setup

• Install Pipenv
• Update .env file

Run locally

1. Create a service account file: llm.json
2. Install dependencies using pipenv

   pipenv install

3. Run the server

   # With pipenv
   pipenv run streamlit run app.py
   
   # With streamlit
   streamlit run app.py