nl2sql
There are 35 repositories under nl2sql topic.
eosphoros-ai/Awesome-Text2SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
eosphoros-ai/DB-GPT-Hub
A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
HKUSTDial/NL2SQL_Handbook
[TKDE'25] 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. Official repo for A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?
beader/tianchi_nl2sql
追一科技首届中文NL2SQL挑战赛决赛第3名方案+代码
microsoft/rat-sql
A relation-aware semantic parsing model from English to SQL
abhijithneilabraham/tableQA
AI Tool for querying natural language on tabular data.
eguilg/nl2sql
阿里天池首届中文NL2SQL挑战赛top6
BaeSeulki/NL2LF
The Resources for "Natural Language to Logical Form" ; "自然语言转逻辑形式"研究资料收集。
guotong1988/NL2SQL-RULE
Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179
GoogleCloudPlatform/Open_Data_QnA
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.
microsoft/PointerSQL
Code for PointerSQL, PT-MAML, Execution-guided Decoding papers
aws-samples/text-to-sql-bedrock-workshop
This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.
lyuqin/HydraNet-WikiSQL
Code and trained model for Hybrid ranking network for text-to-SQL on WikiSQL
microsoft/dstoolkit-text2sql-and-imageprocessing
This repo accelerates development of RAG applications with rich data sources including SQL Warehouses and documents analysed with Azure Document Intelligence
ibm-ecosystem-engineering/QueryCraft
The easiest and most comprehensive framework for building enterprise-grade NL2SQL solutions at scale.
mahadi-nahid/TabSQLify
[NAACL 2024] TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition
guotong1988/table2answer
Table2answer: Read the database and answer without SQL https://arxiv.org/abs/1902.04260
guotong1988/weak-supervised-Rule-Text2SQL
Using Database Rule for Weak Supervised Text-to-SQL Generation https://arxiv.org/abs/1907.00620
FocusSearch/focus_mcp_sql
A NL2SQL plugin based on FocusSearch keyword parsing, offering greater accuracy, higher speed, and more reliability!
sarim-zafar/NL2SQL-Keras
A Natural Language 2 SQL Interface implementation in Keras
CycloneBoy/base_sql
BASE-SQL: A powerful open source Text-To-SQL baseline approach
mahadi-nahid/NormTab
[EMNLP 2024] NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization
adikurniawanid/express-unsribot-api
Natural Language to Structured Query Language (NL2SQL) REST API
FocusSearch/focus_mcp_data
The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.
sakuranew/nl2sql
首届中文NL2SQL挑战赛
swastikmaiti/Fine-tuning-BART
Fine Tuning is a cost-efficient way of preparing a model for specialized tasks. Fine-tuning reduces required training time as well as training datasets. We have open-source pre-trained models. Hence, we do not need to perform full training every time we create a model.
chatsapi/ChatWithSQL
ChatWithSQL: Secure, Schema-Validated Text-to-SQL Data Extraction, Eliminating Arbitrary Query Risks from LLMs
pavankumarbalijepalli/nl2sql-phi2-vs-defog
Intelligent Data Exploration: Automating Insights through Language Models and SQL Generation
Aaryan015/Natural-language-to-SQL
An application which uses streamlit interface and converts user's query into SQL query, executes it on a database, and then returns the result.
brettdidonato/BSD_Evals
LLM evaluation framework
timelesshc/codellama-NL2SQL
Fine tune codellama-7b-hf to achieve natural language to SQL ability
Daxrajsinh/NL2SQL
Seamlessly ask question to ananlyse Database in Natural language and it will convert this SQL Query and also will execute it on DB and helps you analyze through charts !