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Bhumi Vikas Sahayak

From Claude Impact Lab, Bhopal, 11 October 2026.

Answers Bhopal building-rule questions in English or Hindi with the rule number, PDF page and verbatim quote, and says "not found" when the rules are silent.

The problem

Clerks at the Bhopal Municipal Corporation building-permission counter, plot owners and small architects can't quickly get reliable answers from the 108-page Bhopal building rules. People pay fees and submit plans, then find out they break a setback rule. Bhumi Vikas Sahayak lets a clerk answer a citizen within a minute in English or Hindi. Every answer cites the rule number, the PDF page and the exact text, table numbers like fees and setbacks come out right, and it says "not found" instead of inventing a rule.

How it works

Bilingual (English/Hindi) assistant that answers Bhopal building-rule questions with the rule number, PDF page and verbatim quote, plus setback/FAR calculators. Says "not found" when the rules are silent. Runs Cerebras-first with an offline fallback, and scores 17/17 on the sample questions offline.