Smart Notes Marketplace with RAG-Based Query System

Project Code :TCMAPY2346

Objective

" The main objective of the Smart Notes Marketplace with RAG-Based Query System is to develop an intelligent web-based platform that enables students to easily access, purchase, and manage high-quality academic notes from trusted note owners through a secure digital marketplace. The project aims to create a centralized environment where learning resources are organized and readily available, reducing the time and effort required to find useful study materials. Another important objective is to integrate a Retrieval-Augmented Generation (RAG) based query system that allows students to ask academic questions and receive accurate, context-aware responses instantly."

Abstract

Smart Notes Marketplace with RAG-Based Query System is an innovative web-based learning platform designed to help students easily purchase academic notes and clarify their doubts using advanced artificial intelligence techniques. In many educational environments, students often struggle to find quality study materials and immediate answers to subject-related questions. This project addresses those challenges by providing a centralized digital marketplace where note owners can upload and sell their study materials, while students can browse, purchase, and access the required notes conveniently.

The system also integrates a Retrieval-Augmented Generation (RAG) based query system, which allows students to ask questions related to the purchased notes or academic topics. The RAG model retrieves relevant information from stored learning resources and generates accurate, context-aware responses, thereby enhancing the learning experience. This feature reduces dependency on manual support and provides instant doubt clarification.

The application is developed using modern web technologies with a secure and user-friendly interface that supports student registration, note purchasing, content management, and AI-based query interaction. The platform benefits both students and note owners by creating a digital ecosystem for knowledge sharing and monetization.

Overall, the project combines e-learning, digital commerce, and artificial intelligence to create a smart educational solution that improves access to study resources, saves time, and promotes efficient self-learning.


Keywords: Smart Notes Marketplace, RAG-Based Query System, Artificial Intelligence, Retrieval-Augmented Generation, E-Learning Platform, Notes Purchase System, Student Learning Portal, Doubt Clarification, Digital Marketplace, Knowledge Sharing, Web Application, Educational Technology.

NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.

Block Diagram

Specifications

H/W CONFIGURATION:

Processor                                 - I3/Intel Processor

Hard Disk                                - 160GB

Key Board                               - Standard Windows Keyboard

Mouse                                     - Two or Three Button Mouse

Monitor                                   - SVGA

RAM                                       - 8GB

S/W CONFIGURATION:

Operating System                   :  Windows 7/8/10

Server side Script                    : React js

Programming Language         :  Python

Libraries                                 :  Django

IDE/Workbench                      :  VSCODE

Technology                             :  Python 3.10+

 

 

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