Major project
Automotive, EV & Aerospace
Automotive manuals and standards assistant
A RAG assistant over owner's manuals, recall notices and automotive standards that answers with the clause or page.
The brief
Engineers check AIS and BIS standards and recall notices, and service teams search manuals, all by hand. Build an assistant over these documents that answers with the clause number or page, and says when the documents do not answer. Good looks like: a pipeline for long technical PDFs with tables, retrieval compared on 50+ test questions, citations on every answer, and refusals when unsure.
What you will build
- Collect standards, manuals and recall notices
- Parse and chunk by clause or section
- Build hybrid retrieval with re-ranking
- Write 50+ test questions with the right clause
- Evaluate faithfulness and retrieval recall
- Deploy with citations and an "I don't know" path
Free, open data to build it with
- ARAI (Automotive Industry Standards) ↗ Automotive Research Association of India
- Bureau of Indian Standards ↗ 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.