Text To SQL Generation Generative AI Tools

Tools that convert natural language queries into SQL statements for database interaction and data analysis. Does NOT include general database management tools, SQL optimization, or query execution engines without natural language conversion capabilities.

There are 42 text to sql generation tools tracked. 1 score above 50 (established tier). The highest-rated is IBM/spnl at 51/100 with 13 stars and 110 monthly downloads.

Get all 42 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=text-to-sql-generation&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	IBM/spnl Span Queries: What if we had a way to plan and optimize GenAI like we do for SQL?	51	Established	13	Rust
2	bhattbhavesh91/n2sql-google-gemini Natural Language to SQL using Google's Gemini Pro Model	36	Emerging	12	Jupyter Notebook
3	jason983/pandas_nql Pandas_nql is an open source Python library that enables natural language...	34	Emerging	2	Python
4	pawankumar94/SQL_MCP_Server SQLGenius is an AI-powered SQL assistant that converts natural language to...	31	Emerging	12	Python
5	UIC-InDeXLab/Needle Needle: A Database for Image Content Retrieval using Natural Language Queries	31	Emerging	13	Jupyter Notebook
6	PlagueHO/genai-database-explorer A tool for exploring relational databases using a large language model	30	Emerging	5	C#
7	JaanuNan/sqli-guard AI-powered SQL injection detection & prevention tool using BERT and Stable...	30	Emerging	1	Jupyter Notebook
8	gongwork/data-copilot AI Data Assistant empowers data professionals by speaking both human...	30	Emerging	6	Python
9	divakarkumarp/Text-To-SQL-LLM-App End to End Text To SQL LLM App Using Google Gemini Pro	30	Emerging	2	Python
10	Abhi0323/Text-to-Chart-AI-Transforming-Queries-into-Visuals An innovative AI system developed to extract actionable insights by...	28	Experimental	31	Python
11	wahidpanda/SQL.AI-Text-To-SQL-Code SQL.AI is an interactive web application built with Streamlit and powered by...	26	Experimental	4	Python
12	claudiocmm/SqlBIAgent SQL BI Agent is a Streamlit app that allows users to ask natural language...	26	Experimental	8	Python
13	ConstantSun/NQL Text to SQL using GenAI, langchain	24	Experimental	2	Python
14	manoharpalanisamy/TextToSQLGenerativeAI Transform natural language queries into SQL database queries with...	24	Experimental	3	Python
15	NexusInsight-Innovation-Challenge/NIP An enterprise-grade, multi-agent Text-to-SQL framework using the MAC-SQL...	22	Experimental	—	TypeScript
16	shreyasparaj/Text-To-Sql-Google_Gemini This repository features a dataset of patient records, including names, IDs,...	22	Experimental	2	Python
17	crs7617/QueryDEX A natural language data analysis tool built with Streamlit and Google's...	21	Experimental	1	Python
18	viochris/InsightSQL-Simple 🤖 An intelligent SQL Agent powered by Google Gemini and LangChain. Transform...	21	Experimental	—	Python
19	Antikaichroy/Text-2-SQL A robust SQL generation and execution engine featuring multi-stage error...	21	Experimental	—	Python
20	viochris/InsightSQL-LangGraph-Engine-Web Next-Gen SQL Agent powered by LangGraph & Gemini 2.5. Features cyclic...	21	Experimental	—	Python
21	oracle-devrel/askdata Oracle AskData is a conversational AI platform powered by Oracle Generative...	21	Experimental	6	Python
22	sourabh-virdi/nl2sql-app Simply ask questions in plain English, and watch as our AI generates precise...	18	Experimental	1	Python
23	RahulRocky0019/SQL-Sentinel Production-ready Text-to-SQL Agent using LangGraph & Llama 3. Features...	17	Experimental	—	Python
24	abhnva/Cognita Query Made Human.	14	Experimental	1	Python
25	aiproleo/SQLLinguist Generating value from enterprise data: Generating value from enterprise...	13	Experimental	—	Python
26	abhisoni24/sql-to-nl-generator a project to test the generation of natural language prompts that would lead...	13	Experimental	—	Jupyter Notebook
27	denis7-jean/AI-Powered-E-commerce-Analyst-Agent An Autonomous AI Agent that turns natural language into SQL to analyze...	13	Experimental	—	Python
28	theShubhmGupta/genai-sql-assistant An AI-powered conversational interface that transforms plain English...	13	Experimental	—	Python
29	pallavmahajan/text-to-sql-GenAI Natural language to SQL web app using Mistral-7B LoRA, CrewAI agents, and...	13	Experimental	—	Jupyter Notebook
30	SiddharthBhimpure/text-to-sql-genie A Text-to-SQL Query Generator powered by Google Gemini-Pro and Streamlit,...	13	Experimental	—	Python
31	JesuFrancesco/oracle-adb-select-ai-chatbot Demo implementation of a simple chatbot using Oracle Autonomous Database...	13	Experimental	—	TypeScript
32	RajhansJain/LLM-TEXT-TO-SQL LLM-powered Natural Language Interface for SQLite Databases using Streamlit...	13	Experimental	—	Python
33	shraddhag97/genai-text-to-sql-assistant GenAI app that converts natural language to SQL using LLMs with safe...	13	Experimental	—	Python
34	devanshi4/sql-ai-assistant A GenAI-powered analytics tool that translates natural language into complex...	12	Experimental	1	Python
35	kashyap-prabhat/sequail A conversational SQL assistant.	11	Experimental	—	Python
36	shushantbk16/Text-to-SQL-Assistant ⚡ Enterprise-grade NL-to-SQL engine featuring autonomous error correction...	11	Experimental	—	Python
37	sushil79g/table_to_text Converting Tabular Data to Natural Language Text description Using Ollama based model	11	Experimental	—	Jupyter Notebook
38	Yuvakunaal/QueryForgeAI An AI-powered web app that lets you query MySQL databases using natural...	11	Experimental	2	HTML
39	vish3101/TEXT-TO-SQL A smart SQL assistant that converts natural English questions into accurate...	10	Experimental	1	Python
40	pavankumarbalijepalli/nl2sql-phi2-vs-defog Intelligent Data Exploration: Automating Insights through Language Models...	10	Experimental	2	Jupyter Notebook
41	fry69/sqlite-fts-demo-Public A (silly) test of a Python app fully autonomously generated by OpenHands	10	Experimental	1	Python
42	Ishanvivek/sql-with-gemini This project integrates SQL with Google Gemini AI to enable natural language...	10	Experimental	2	Python

Comparisons in this category

n2sql-google-gemini and Text-To-SQL-LLM-App (36 vs 30) SQL.AI-Text-To-SQL-Code and TextToSQLGenerativeAI (26 vs 24)