core functionality for the cuurent commit doesnt properly work go to a previous commit for that git checkout e41ca7406833ae3b0a1049ad25a69dfdf98e6ab4

to run

$ export GROQ_API_KEY="sk-..."

$ uv pip install -r requirements.txt && python app.py

you can get your groq apikey here https://console.groq.com/keys

here is a sample video

note: only templates/prompts/system_prompt.j2 prompt is being actually used.