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

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

追一科技首届中文NL2SQL挑战赛决赛第3名方案+代码

A relation-aware semantic parsing model from English to SQL

AI Tool for querying natural language on tabular data.

阿里天池首届中文NL2SQL挑战赛top6

The Resources for "Natural Language to Logical Form" ; "自然语言转逻辑形式"研究资料收集。

Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text2SQL) techniques in the literature and provide practical guidance for researchers and practitioners.

Code for PointerSQL, PT-MAML, Execution-guided Decoding papers

The Open Data QnA python library enables you to chat with your databases by leveraging LLM Agents on Google Cloud. Open Data QnA enables a conversational approach to interacting with your data by implementing state-of-the-art NL2SQL / Text2SQL methods.

This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.

Code and trained model for Hybrid ranking network for text-to-SQL on WikiSQL

The easiest and most comprehensive framework for building enterprise-grade NL2SQL solutions at scale.

Table2answer: Read the database and answer without SQL https://arxiv.org/abs/1902.04260

Using Database Rule for Weak Supervised Text-to-SQL Generation https://arxiv.org/abs/1907.00620

[NAACL 2024] TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition

A Natural Language 2 SQL Interface implementation in Keras

首届中文NL2SQL挑战赛

본 레포지토리는 2019년 한이음 프로젝트인 '자연어를 SQL로'를 위한 레포지토리입니다.