CenQuery is a high-accuracy Natural Language to SQL (NL-to-SQL) system specifically architected for Indian Census datasets. By moving away from generic LLMs, this project utilizes a fine-tuned Llama-3-SQLCoder-8b model with LoRA adapters to ensure schema-safe query generation and 100% execution accuracy on domain-specific queries.

INDIAN CENSUS DATA ANALYSIS