This repo contains code for using LIME in

• Hiring Decisions and
• Measuring Faithfulness in CoT reasoning and explanations

PS: Bias Analysis and Mitigation Code found at :
https://github.com/NiharikaShekar/517_Project
https://github.com/Pradeep-18062002/ai-hiring-bias-project

• Python 3.19
• Node.js & npm/yarn
• Ollama

1. Install and Start Ollama
   Install from: https://ollama.com/download

   ollama pull llama3.2
   ollama serve

2. Clone the repository

   git clone https://github.com/gauthamys/transparency.ai.git
   cd transparency.ai

3. Bring up services Go into the api subfolder

   cd cs517-api
   python -m venv .venv
   source .venv/bin/activate
   pip install -r requirements.txt
   python app.py

   Go into the frontend subfolder

   cd cs517-frontend
   npm install
   npm start

4. Access the application
   Frontend: http://localhost:3000 Backend API: http://localhost:8000/api