Prodogies
Our project is an intelligent finance assistant that connects to a user’s Gmail account, automatically extracts transaction details from emails, and generates personalized financial summaries.
Core trick
Gemini parses unstructured Gmail transaction emails into structured merchant, amount, and date records for natural-language spend queries.
Description
Our project is an intelligent finance assistant that connects to a user’s Gmail account, automatically extracts transaction details from emails, and generates personalized financial summaries. It uses Google AI Studio with the Gemini 2.5 Flash model to parse unstructured email text into structured data, such as merchant names, amounts, and dates.
Through carefully designed prompts in AI Studio, Gemini interprets diverse email formats with high accuracy. The structured data is then analyzed to provide spending insights and answer natural language queries like “How much did I spend on travel last month?” using Gemini’s reasoning and natural language understanding capabilities.
This project demonstrates how AI-powered prompt design and multimodal reasoning can transform everyday email data into actionable financial intelligence.
README excerpt
# Money Manager Money Manager is a modern, user-friendly application designed to help you track your finances with ease. It provides a comprehensive suite of tools to manage your income and expenses, offering a clear overview of your financial health. With features like manual transaction input, Gmail integration for automatic transaction importing, and an AI-powered assistant, Money Manager is your all-in-one solution for personal finance management. ## Features - **Dashboard**: A centralized view of your financial status, including your current balance, recent transactions, and a summary of your spending habits. - **Manual Transaction Input**: Easily add new transactions with details such as amount, category, and date. - **Gmail Integration**: Connect your Gmail account to automatically import transactions. This feature uses Supabase functions to securely fetch and parse your emails for financial information, such as receipts and statements, saving you the hassle of manual data entry. - **AI Assistant**: Leverage the power of the Gemini API to gain intelligent insights into your spending habits. Ask the AI assistant questions about your finances, and receive personalized advice and analysis to help you make smarter financial decisions. - **Secure Authentication**: User accounts are protected with Supabase authentication, ensuring your financial data is safe and private. ## Tech Stack - **Framework**: [React](https://reactjs.org/) - **Build Tool**: [Vite](https://vitejs