Major project
Electronics, Semiconductors & Telecom
Telecom standards and datasheet assistant
A RAG assistant over 3GPP specifications, TRAI rules and component datasheets that answers engineers with sources.
The brief
Telecom and hardware engineers look up specifications and datasheets all day. Build an assistant over 3GPP specification summaries, TRAI regulations and component datasheets that answers with the section, page or table, and says when the documents do not answer. Good looks like: a pipeline for technical PDFs with tables, retrieval compared on 50+ test questions, citations, and no made-up values.
What you will build
- Collect 3GPP summaries, TRAI regulations and datasheets
- Parse tables and chunk by section
- Build hybrid retrieval with re-ranking
- Write 50+ test questions with the right source
- Evaluate faithfulness and retrieval recall
- Deploy with citations and an "I don't know" path
Free, open data to build it with
- 3GPP specifications ↗ 3GPP
- TRAI regulations ↗ Telecom Regulatory Authority of India
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.