Course Wiki

Streamlit

The quick Python UI framework LLM Zoomcamp learners use to put a face on their RAG capstones.

Streamlit is the recommended interface layer for LLM Zoomcamp capstones: a Python script becomes a shareable chat or question-answering UI without frontend work, which lets learners spend their time on retrieval and evaluation rather than web development.

The course’s guidance pairs it with the monitoring loop — a Streamlit app that collects thumbs-up/down feedback alongside answers feeds exactly the feedback data the monitoring module teaches to analyze.

Taught in

• LLM Zoomcamp

  • Module 4: Evaluation
    • LLM as a Judge
  • Module 5: Monitoring
    • Monitoring
    • Assistant
    • Chat App
    • Capturing Metrics
    • Storing Data in PostgreSQL
    • Streamlit Dashboard
    • User Feedback
    • Feedback Dashboard
    • Grafana Dashboards
    • Docker Compose
    • Next Steps

• MLOps Zoomcamp

  • Module 07: Course Project
    • Course Project ## Related concepts

• RAG

• LLM Monitoring

• LLM Evaluation

• OpenAI API