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
Related Projects
Final Year
Final YearAdvanced
AI-Powered Smart Hospital Management & Clinical Decision Support System
PythonFastAPIReactPostgreSQL+2
₹2,499
View Details
AI & ML
Final YearAdvanced
AI Resume Screening, Job Matching & Career Recommendation System
PythonspaCyReactFastAPI+2
₹2,299
View Details
Full Stack
Final YearAdvanced
Smart Campus Management System with AI Assistant
Next.jsPythonFirebaseOpenAI+1
₹2,499
View Details
AI & ML
Final YearAdvanced
AI-Based Fraud Detection & Financial Risk Analysis System
Pythonscikit-learnXGBoostReact+2
₹2,299
View Details