🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

Chat-based SQL Client and Editor for the next decade

Interact with your SQL database, Natural Language to SQL using LLMs

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

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

Multiple paper open-source codes of the Microsoft Research Asia DKI group

Translating natural language questions to a structured query language

Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI. https://totalhack.github.io/zillion/

[ACL 2021] This is the project containing source codes and pre-trained models about ACL2021 Long Paper ``LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations".

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

[NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records

Release of SPLASH: Dataset for semantic parse correction with natural language feedback in the context of text-to-SQL parsing

A framework for converting natural language text inputs to corresponding Pandas, MongoDB, Kusto and Neo4j (Cypher) queries.

This repo in the implementation of EMNLP'21 paper "SPARQLing Database Queries from Intermediate Question Decompositions" by Irina Saparina, Anton Osokin

The dataset and source code for our paper: "Did You Ask a Good Question? A Cross-Domain Question IntentionClassification Benchmark for Text-to-SQL"

Python package for managing OHDSI clinical data models. Includes support for LLM based plain text queries!

Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)

CollabChatbot is a cutting-edge, open-source project designed to revolutionize how organizations access employee information and foster team collaboration. This beta version introduces a suite of powerful features, including instant personal details, real-time occupancy updates, skill identification, and smart team-building recommendations

ViText2SQL: A dataset for Vietnamese Text-to-SQL semantic parsing (EMNLP-2020 Findings)

Introduction page of a challenging text-to-SQL dataset: KaggleDBQA