Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners.

[TKDE2025] Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on large language model-based text-to-SQL.

🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”

a collection for SQL dataset, from Text2SQL.

📝 Explore a rich collection of research and projects on LLM-based text-to-SQL to enhance your understanding of next-generation database interfaces.

This repository provides various implementations, datasets, and research papers that aim to help researchers and developers build accurate and efficient Text2SQL models.

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