Major project
Logistics & Supply Chain
Shipping rules and logistics policy assistant
A RAG assistant over e-way bill rules, customs rules and carrier policies that answers with the exact rule.
The brief
Logistics teams check e-way bill rules, customs notices and carrier rate cards many times a day. Build an assistant over these documents that answers with the exact rule or clause, and says when the documents do not answer. Good looks like: a pipeline for long official PDFs and tables, retrieval compared on 50+ test questions, citations, and refusals when unsure.
What you will build
- Collect e-way bill rules, CBIC notices and sample rate cards
- Parse tables and chunk by rule
- Build hybrid retrieval with re-ranking
- Write 50+ test questions with the right rule
- Evaluate faithfulness and retrieval recall
- Deploy with citations and an "I don't know" path
Free, open data to build it with
- E-way bill system ↗ GST Network
- Central Board of Indirect Taxes and Customs ↗ CBIC
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.