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AI Notes Search Engine

An AI-powered app that lets students upload PDF notes and ask questions in natural language. It retrieves relevant content from the notes and generates answers using a Retrieval-Augmented Generation (RAG) pipeline.

Project Status: Under Development — 5th Semester Minor Project

Objective

Help students study more efficiently by:

  • Uploading lecture notes as PDFs
  • Asking questions about their notes
  • Getting AI-generated answers with source references
  • Generating summaries and quizzes (planned)

Tech Stack

Backend: FastAPI, PostgreSQL, SQLAlchemy, JWT auth

AI/RAG: Embeddings, Vector DB (FAISS/ChromaDB), LangChain

Roadmap

  • Project setup & repo structure
  • FastAPI backend skeleton
  • Auth (signup/login)
  • PDF upload & storage
  • Embedding + vector search integration
  • RAG-based Q&A endpoint
  • Frontend

Team

  • Prakrati Saxena — Frontend, Backend & Auth
  • Kumkum Nath — Embeddings & RAG Pipeline

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AI-powered RAG app for student notes — upload PDFs, ask questions, get answers with source references

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