Projects/Generative AI/AI College Assistant & Academic RAG Plat...
Generative AI🎓 Final YearAdvanced

AI College Assistant & Academic RAG Platform

An intelligent college assistant powered by RAG (Retrieval-Augmented Generation) that answers student queries from academic documents, syllabus, and college policies.

PythonLangChainReactFAISSOpenAIFastAPI
Tier
Premium
License
Academic
Includes
11 items
Modules
5
₹2,499
One-time purchase • Lifetime access

This kit includes:

  • Complete source code
  • RAG pipeline implementation
  • Vector database setup guide
  • API documentation
  • Architecture diagrams
  • Project abstract and SRS
  • +5 more items
Secure payment via Razorpay
Instant access after purchase
Educational license included

About This Project

Build a next-generation AI-powered college assistant that uses RAG architecture to intelligently answer questions from uploaded academic documents — syllabus, exam schedules, college rules, faculty information, and more. The system processes uploaded PDFs and documents using vector embeddings, stores them in a vector database, and uses an LLM to generate accurate, contextual answers grounded in real college data — eliminating hallucinations. **Key Innovation:** Students can simply ask questions like "When is the ML exam?" or "What is the attendance requirement?" and get instant, accurate answers from official documents. **Technical Excellence:** This project demonstrates cutting-edge GenAI skills — RAG pipelines, vector databases, LLM integration — skills that are in extremely high demand at AI companies.

Project Modules

01
Document Ingestion
PDF upload, text extraction, chunking, and embedding generation
02
Vector Store
FAISS-based similarity search for relevant document chunks
03
RAG Pipeline
LangChain orchestration for retrieval + generation
04
Chat Interface
React-based conversational UI with history
05
Admin Panel
Document management and analytics
₹2,499

Tags

generative airaglangchainllmchatboteducationfinal year