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AI / Open Source
MU Chat Bot
MU Chat Bot is an intelligent conversational AI platform developed for Metropolitan University Bangladesh. The system helps students access academic information, admission guidance, department details, course-related queries, and campus support through a modern chatbot interface.
AI PoweredRAGBackendOpen Source
Problem
University students need fast, accessible answers about admissions, departments, courses, and campus support without searching across many pages.
My Role
AI-focused developer responsible for chatbot UI, API integration, retrieval workflow, and responsive student-facing experience.
My Contribution
- Built responsive chat screens with React, TailwindCSS, and Framer Motion.
- Created API integration for conversational requests and AI-generated responses.
- Implemented retrieval-oriented chatbot flow using LangChain and Pinecone.
- Improved conversational UX with loading states, readable response layout, and mobile polish.
- Structured the project for future expansion across university data sources.
Key Features
- Real-time university chatbot interface.
- Academic and admission information support.
- Retrieval-based response workflow.
- Responsive mobile-friendly chat layout.
- Scalable API architecture for adding new knowledge sources.
Tech Stack
React.jsJavaScriptTailwindCSSFramer MotionPythonPineconeAI ChatbotLangChainFastAPI
Campus chatbot RAG flow
University Data
Chunking
Embeddings
Pinecone
LLM
Answer
Challenges & Solutions
University information must be retrieved from the right context to avoid generic answers.
Used a retrieval pipeline so the chatbot can ground responses in relevant academic information.
Chat interfaces must feel clear on small screens where long answers can become difficult to scan.
Focused on a clean conversational layout with readable spacing and mobile-first response blocks.
Screenshots / Demo
The repository is available for review. A hosted demo and walkthrough video can be added when deployment is finalized.
Screenshot placeholder
Live workflow preview
Demo video coming soon
Result / Impact
Practical proof of full-stack product development.
The project shows how AI retrieval can turn institutional information into a faster support experience for students.
Build Something Similar
Need a custom web app, dashboard, AI chatbot, or automation tool?
Contact me to discuss a project like MU Chat Bot, or a custom solution for your business workflow.