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. The highest-rated is IBM/spnl at 48/100 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"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	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?	48	Emerging	13	Rust
2	maneeshsandra/seeQL SeeQL is an AI-powered conversational interface for querying databases using...	38	Emerging	5	TypeScript
3	jason983/pandas_nql Pandas_nql is an open source Python library that enables natural language...	30	Emerging	2	Python
4	bhattbhavesh91/n2sql-google-gemini Natural Language to SQL using Google's Gemini Pro Model	29	Experimental	12	Jupyter Notebook
5	Tirth-chokshi/QuerySage-AI Chat with your database in natural language	27	Experimental	4	JavaScript
6	PlagueHO/genai-database-explorer A tool for exploring relational databases using a large language model	26	Experimental	5	C#
7	pawankumar94/SQL_MCP_Server SQLGenius is an AI-powered SQL assistant that converts natural language to...	24	Experimental	12	Python
8	UIC-InDeXLab/Needle Needle: A Database for Image Content Retrieval using Natural Language Queries	24	Experimental	13	Jupyter Notebook
9	JaanuNan/sqli-guard AI-powered SQL injection detection & prevention tool using BERT and Stable...	24	Experimental	1	Jupyter Notebook
10	divakarkumarp/Text-To-SQL-LLM-App End to End Text To SQL LLM App Using Google Gemini Pro	23	Experimental	2	Python
11	gongwork/data-copilot AI Data Assistant empowers data professionals by speaking both human...	23	Experimental	6	Python
12	Leandruo/InsightSQL-LangGraph-Engine-Web 📊 Transform data analysis with InsightSQL, an AI engine that generates and...	22	Experimental	—	Python
13	NexusInsight-Innovation-Challenge/NIP An enterprise-grade, multi-agent Text-to-SQL framework using the MAC-SQL...	22	Experimental	—	TypeScript
14	Abhi0323/Text-to-Chart-AI-Transforming-Queries-into-Visuals An innovative AI system developed to extract actionable insights by...	21	Experimental	31	Python
15	viochris/InsightSQL-ReAct-Engine An advanced AI-powered data analyst built with Python, Streamlit, and...	19	Experimental	—	Python
16	Antikaichroy/Text-2-SQL A robust SQL generation and execution engine featuring multi-stage error...	19	Experimental	—	Python
17	claudiocmm/SqlBIAgent SQL BI Agent is a Streamlit app that allows users to ask natural language...	19	Experimental	8	Python
18	wahidpanda/SQL.AI-Text-To-SQL-Code SQL.AI is an interactive web application built with Streamlit and powered by...	19	Experimental	4	Python
19	viochris/InsightSQL-LangGraph-Engine-Web Next-Gen SQL Agent powered by LangGraph & Gemini 2.5. Features cyclic...	19	Experimental	—	Python
20	viochris/InsightSQL-Simple 🤖 An intelligent SQL Agent powered by Google Gemini and LangChain. Transform...	19	Experimental	—	Python
21	ConstantSun/NQL Text to SQL using GenAI, langchain	17	Experimental	2	Python
22	manoharpalanisamy/TextToSQLGenerativeAI Transform natural language queries into SQL database queries with...	17	Experimental	3	Python
23	AnnaYunC/nl2sql-agent-evaluator Automated QA suite for enterprise Sales Data Agents. Automates ground truth...	15	Experimental	1	Python
24	dbascunl/sql-agent Agente autonomo de SQL construido con LangGraph & LangChain, con capacidad...	15	Experimental	—	Python
25	RahulRocky0019/SQL-Sentinel Production-ready Text-to-SQL Agent using LangGraph & Llama 3. Features...	15	Experimental	—	Python
26	oracle-devrel/askdata Oracle AskData is a conversational AI platform powered by Oracle Generative...	15	Experimental	6	Python
27	shreyasparaj/Text-To-Sql-Google_Gemini This repository features a dataset of patient records, including names, IDs,...	15	Experimental	2	Python
28	lakshayGoyal1188/text_to_sql A schema-aware Text-to-SQL system using a locally hosted Mistral LLM...	14	Experimental	—	Python
29	kashyap-prabhat/sequail A conversational SQL assistant.	14	Experimental	—	Python
30	sanket0359/ai-sql-analyst 🤖 Conversational SQL Agent \| Leveraging Groq (Llama-3) and LangChain to...	14	Experimental	—	Python
31	kishorekrrish3/QueryMind A Streamlit tool that converts plain English into SQL queries, with sample...	14	Experimental	—	Python
32	crs7617/QueryDEX A natural language data analysis tool built with Streamlit and Google's...	14	Experimental	1	Python
33	sourabh-virdi/nl2sql-app Simply ask questions in plain English, and watch as our AI generates precise...	12	Experimental	1	Python
34	denis7-jean/AI-Powered-E-commerce-Analyst-Agent An Autonomous AI Agent that turns natural language into SQL to analyze...	11	Experimental	—	Python
35	abhisoni24/sql-to-nl-generator a project to test the generation of natural language prompts that would lead...	11	Experimental	—	Jupyter Notebook
36	aiproleo/SQLLinguist Generating value from enterprise data: Generating value from enterprise...	11	Experimental	—	Python
37	RajhansJain/LLM-TEXT-TO-SQL LLM-powered Natural Language Interface for SQLite Databases using Streamlit...	11	Experimental	—	Python
38	pallavmahajan/text-to-sql-GenAI Natural language to SQL web app using Mistral-7B LoRA, CrewAI agents, and...	11	Experimental	—	Jupyter Notebook
39	shraddhag97/genai-text-to-sql-assistant GenAI app that converts natural language to SQL using LLMs with safe...	11	Experimental	—	Python
40	JesuFrancesco/oracle-adb-select-ai-chatbot Demo implementation of a simple chatbot using Oracle Autonomous Database...	11	Experimental	—	TypeScript
41	SiddharthBhimpure/text-to-sql-genie A Text-to-SQL Query Generator powered by Google Gemini-Pro and Streamlit,...	11	Experimental	—	Python
42	theShubhmGupta/genai-sql-assistant An AI-powered conversational interface that transforms plain English...	11	Experimental	—	Python