Major project
Construction, Infrastructure & Smart Cities
Building rules and smart city documents assistant
A RAG assistant over building codes, RERA rules and urban mission documents that answers with the exact section.
The brief
Architects, builders and city officials search long rule books for one clause. Build an assistant over building bye-laws, RERA rules and urban mission documents that answers with the exact section and says when the documents do not answer. Good looks like: a pipeline for long legal PDFs, retrieval compared on 50+ test questions, citations, and refusals when unsure.
What you will build
- Collect bye-laws, RERA rules and mission guidelines
- Parse and chunk them by section
- Build hybrid retrieval with re-ranking
- Write 50+ test questions with the right section
- Evaluate faithfulness and retrieval recall
- Deploy with citations and an "I don't know" path
Free, open data to build it with
- Ministry of Housing and Urban Affairs ↗ Government of India
- Bureau of Indian Standards (National Building Code) ↗ BIS
Check each dataset's licence before you publish your work. Your mentor gives your team its own version of the brief (data, scope or region), so every team's project is its own.