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.
☆1,625Aug 31, 2026Updated last month
Alternatives and similar repositories for NL2SQL_Handbook
Users that are interested in NL2SQL_Handbook are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”☆141Oct 2, 2025Updated last year
- 🔥[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"☆164Jun 10, 2026Updated 4 months ago
- 🔥[SIGMOD'26] Official repository for the paper "DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework"☆92Jul 11, 2026Updated 3 months ago
- Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.☆3,776Jan 26, 2026Updated 9 months ago
- [VLDB' 25] Synthesizing High-quality Text-to-SQL Data at Scale. SynSQL-2.5M is the first million-scale cross-domain text-to-SQL dataset.☆456Sep 8, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm o…☆790Aug 5, 2026Updated 2 months ago
- Contextual Harnessing for Efficient SQL Synthesis☆286May 26, 2025Updated last year
- A MULTI-GENERATOR ENSEMBLE FRAMEWORK FOR NATURAL LANGUAGE TO SQL☆1,018May 18, 2026Updated 5 months ago
- A efficient and effective few-shot NL2SQL method on GPT-4.☆643Mar 7, 2025Updated last year
- 🔥[NeurIPS'24] Official repository for the paper “Are Large Language Models Good Statisticians?”☆32Apr 13, 2025Updated last year
- Official repository for the paper "EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing".☆26Jul 24, 2025Updated last year
- Official repository for the paper “HAIChart: Human and AI Paired Visualization System” (VLDB'24)☆35Nov 4, 2024Updated last year
- 🔥[SIGKDD'25] NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.☆36Sep 22, 2025Updated last year
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆352Feb 27, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- RSL-SQL: Robust Schema Linking in Text-to-SQL Generation☆161Sep 17, 2025Updated last year
- [NeurIPS'25] Official Repository for the Paper "SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning"☆151Nov 20, 2025Updated 11 months ago
- DataMosaic: Explainable and Verifiable Document-Based Data Analytics☆20Jun 30, 2025Updated last year
- CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning☆66Aug 12, 2025Updated last year
- ☆423Mar 30, 2024Updated 2 years ago
- a semi-structure representation of database schema☆238Jan 23, 2026Updated 9 months ago
- 🔥[ACL'26 (Main)] Official repository for the paper "DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency"☆17Apr 26, 2026Updated 6 months ago
- ☆192Updated this week
- A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in T…☆2,016Jul 2, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- OpenSearch-SQL code☆168May 30, 2025Updated last year
- A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Exploration☆143Aug 1, 2025Updated last year
- a collection for SQL dataset, from Text2SQL.☆20May 9, 2026Updated 5 months ago
- Agentar-Scale-SQL is a novel framework that leverages scalable computation to significantly improve Text-to-SQL performance.☆479May 9, 2026Updated 5 months ago
- Semantic Evaluation for Text-to-SQL with Distilled Test Suites☆323Jun 5, 2024Updated 2 years ago
- Official Repository of "LLM × DATA" Survey Paper☆835Updated this week
- ☆34May 26, 2025Updated last year
- The source code of CodeS (SIGMOD 2024).☆196Nov 20, 2024Updated last year
- scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge☆1,103May 29, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [VLDB2026] Pervasive Annotation Errors Break Text-to-SQL Benchmarks and Leaderboards☆21Aug 27, 2026Updated 2 months ago
- 🔥 [NeurIPS'25] nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning☆30Nov 13, 2025Updated 11 months ago
- Text2SQL 语义解析数据集、解决方案、paper资源整合项目☆1,561Mar 1, 2023Updated 3 years ago
- 🔥[NeurIPS'25] DeepFund: Pilot for Your Next Fund Investment☆301Mar 18, 2026Updated 7 months ago
- ☆62Nov 18, 2024Updated last year
- ContextualAI's text-to-SQL pipeline for BIRD benchmark☆81Apr 2, 2026Updated 6 months ago
- The code for the paper C3: Zero-shot Text-to-SQL with ChatGPT☆167Aug 6, 2024Updated 2 years ago