Create a Conversational AI Data Science Tutor tasked to discuss only data related topics and questions.

The application has a clean and intuitive user interface built using Streamlit that allows users to be able to easily input their questions.

• Utilized the Gemini API for GenAI tasks.
• The application answers only data science related topics and questions.
• Provides clear and straightforward clarifications and answers to questions.
• When queried on topics outside data science, kindly reminds the user of its core area - data science.

This functionality is implemented in the code using system instructions as seen in the snapshot below:

Find the complete codebase here.

• Gemini API
• Python
• Streamlit for prototyping

In the snapshot below, the user has queried the assistant on a subject matter outside of its scope. The assistant has also replied as expected.

The user then moves on to ask a data science related question, to which the app responds accordingly. Below is a truncated output.