• Karan Raul
• Dr. Snehal Rathi
• Aditya Vadgave
• Omkar Sapkal
• Suyog Shete

Even with numerous financial aid options available, students often find it challenging to identify and manage the most suitable scholarships while keeping an eye on their expenses. Traditional methods for tracking expenses and discovering scholarship opportunities can be both time-consuming and inefficient. This project introduces a conversational service that utilizes advanced chatbot technology to streamline the scholarship search, monitor spending, and provide personalized financial insights. By integrating Google and LangChain with Gemini for AI-driven responses, users can explore scholarship options, manage their expenses, and engage in meaningful financial planning discussions. The application allows users to upload and manage their personal financial information, using vector embedding to ensure efficient and accurate retrieval of data. This makes it simpler and more available for clients to look for grants and analyze their costs. The improvement handle joins procedures like information extraction, vector implanting, and real-time interaction to move forward the client encounter. This think about investigates how AI can back students' monetary needs and broaden their openings for making educated choices. In an era where AI is reshaping access to financial resources, this application bridges the gap between students and the financial tools essential for educational success. By leveraging conversational AI, this solution goes beyond static lists of scholarships and expense trackers. Through intuitive language understanding and real-time analysis, the chatbot not only helps students discover scholarships aligned with their profile but also encourages proactive financial planning by tracking daily expenditures and identifying potential savings opportunities. Our integration of vector embedding and data retrieval further enhances the usability of the system. It enables students to quickly retrieve relevant financial information with precision, creating a more responsive and personalized user experience. With the addition of advanced data extraction methods, this application is designed to continuously learn from user interactions, evolving to meet diverse student needs.

Google Dialog-Flow, Scholarship Management, Expense Tracking, Chatbot, NLP, TF-IDF.

"EduFinance: A Web-Based Expense Tracker and Scholarship Finder for Students using Natural Language Processing", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 11, page no.e817-e822, November-2024, Available :http://www.jetir.org/papers/JETIR2411493.pdf

"EduFinance: A Web-Based Expense Tracker and Scholarship Finder for Students using Natural Language Processing", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 11, page no. ppe817-e822, November-2024, Available at : http://www.jetir.org/papers/JETIR2411493.pdf