Getting Started

Prerequisites

1. Install Python 3.13.6
2. Install Ollama for running open source models LINK
3. Install below models on system.

ollama pull nomic-embed-text:v1.5
ollama pull llama3.1:8b

Graphics Card RTX 4070 is recommended to run models smoothly on system.

Running a Project

• Execute below commands at main directoy level

python -m venv venv
.\venv\Scripts\activate
pip install -r .\requirements.txt

• Run below command to run RAG app against pre defined set of questions and evaluate it using RAGAS

py .\rag_predefined_questions.py

• Run below command to run RAG app and enter question manually to check response

py .\rag_user_queries.py