The problem
Chatbots invent answers, which is dangerous for public information.
What to build
Build an assistant that answers only from approved documents, cites the source and says when it does not know.
Success looks like
Zero uncited answers in testing, correct refusal on out-of-scope questions and answers in the user's language.
Suggested technologies
- RAG
- Vector search
- Citation
- Guardrails
- Multilingual embeddings
An original, independent statement. It is not an official Smart India Hackathon problem statement, and Arventiq Labs is not affiliated with or endorsed by that programme. The scenario is illustrative and does not describe any specific organisation. Free to use with credit.