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.
data-science nextjs text-to-sql fastapi huggingface-transformers qlora nl-to-sql indian-census llama-3-sqlcoder-8b
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Updated
Jul 20, 2026 - Jupyter Notebook