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AI / RAG
CampusIQ
CampusIQ is an intelligent campus information assistant designed for St. Joseph's College, providing accurate and context-aware answers using a hybrid RAG pipeline.
The Problem
Students and staff waste hours searching for accurate college information across scattered documents and outdated websites.
The Solution
Developed a Dual-Source RAG system that combines admin-uploaded documents (Supabase pgvector) with real-time web search fallback, powered by OpenRouter for dynamic model switching.
Key Features
- 1Dual-Source RAG: admin documents + real-time web search
- 2Dynamic model switching via OpenRouter (Gemini 2.5 Flash default)
- 3Smart document chunking for better retrieval accuracy
- 4Automatic contact extraction from responses
- 5Secure admin panel for knowledge base management
- 6Institutional coverage: admissions, faculty, exams, hostels, placements
Tech Stack
PythonFastAPIVanilla JSSupabasepgvectorOpenRouterSerper