Inspiration
Financial literacy is a missing skill for many young people, especially in Jamaica. Traditional classrooms rarely go beyond basic math, leaving students unprepared to manage real-world finances. We wanted to build a tool that makes financial education engaging, accessible, and fun — combining AI tutoring, interactive quizzes, and games into one platform.
What it does
FinEd-Agent ($mart Kids) is a web app that helps students build financial literacy and numeracy.
Students can take lessons and complete quizzes.
An AI-powered chatbot explains answers and offers personalized guidance.
Games like Budget Builder and Profit Puzzle make learning feel like play.
Teachers can create classes, assign lessons, and track student progress.
How we built it
Frontend: Streamlit for the student and teacher web interface.
Backend: FastAPI services coordinating LangGraph multi-agent workflows.
Database: TiDB Serverless Cloud for lesson content, quizzes, and class data.
Vector Search: SentenceTransformer embeddings + TiDB vector indexing power retrieval-augmented generation for the chatbot.
AI Models: Hugging Face + Tiny Llama for quiz generation, explanations, and tutoring.
What's next for FinEd-Agent
We’re just getting started. Next steps include:
Adding more specialized agents to guide different aspects of financial learning.
Expanding gamification with richer games and streak-based motivation.
Enhancing accessibility with audio narration and activity-based modules.
Scaling beyond Jamaica to make financial literacy available to students worldwide.
Built With
- fastapi
- huggingface
- langgraph
- streamlit
- tidb
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