llm-eval-lab

A web sandbox for hands-on learning of LLM and RAG Evaluation

Interactive LLM & RAG Evaluation Lab

Why This Matters – Importance of evaluation (MMLU, Ragas, LLM-as-a-judge concepts)

Key Features – LLM evaluation playground, RAG quality inspection, visual feedback

Tech Stack – Next.js, FastAPI/Flask, GPT-4, Ragas

Installation: bash Copy code cd frontend && npm install cd ../backend && pip install -r requirements.txt

Running the App:

# Start frontend
cd frontend
npm run dev

# Start backend
cd backend
uvicorn app.main:app --reload

Example Usage – Screenshots or gifs (when ready)

Evaluation Concepts Explained – Link to docs/ for in-depth evaluation knowledge