Text2Query
Text2Query is a privacy-first tool that converts natural language questions into valid SQL or MongoDB queries by simply uploading a schema and asking questions in plain English or Spanish.
https://text2query.com/?ref=producthunt
Product Information
Updated:Aug 9, 2025
What is Text2Query
Text2Query is a simple browser-based tool that bridges the gap between natural language and database queries. It allows users to generate valid database queries without needing to know complex query syntax by letting them ask questions in plain language. The tool supports both SQL and MongoDB databases and runs entirely in the browser with a strong focus on privacy since no data is stored externally.
Key Features of Text2Query
Text2Query is a privacy-focused tool that converts natural language text into SQL queries, allowing users to interact with databases using plain English or Spanish. It features schema upload capabilities for SQL and MongoDB, generates optimized queries for various database systems, and runs entirely in the browser without storing user data.
Natural Language Processing: Converts plain English or Spanish text into valid SQL queries automatically
Schema Support: Allows users to upload database schemas (SQL or MongoDB) for query optimization
Browser-based Privacy: Runs completely in the browser with no data storage, ensuring user privacy
Multi-database Compatibility: Supports various database systems including MySQL, PostgreSQL, and Oracle
Use Cases of Text2Query
Product Management Analytics: Enables product managers to quickly access data insights without requiring engineering support
Academic Research: Helps researchers and academics work with structured data without extensive SQL knowledge
Startup Development: Allows founders and solo developers to quickly generate queries without getting stuck on complex joins
No-code Development: Assists no-code and low-code builders in overcoming query syntax limitations
Pros
No learning curve for SQL users
Privacy-first approach with browser-based processing
Support for multiple languages and database systems
Cons
Limited to browser-based operations
Requires existing schema knowledge
How to Use Text2Query
Import Data: Import your data files into Text2Query without needing to define schema or write code. The app supports importing multiple data files as tables.
Enter Natural Language Query: Type your query in plain English describing what data you want to retrieve from your database.
Generate SQL Query: The AI will automatically convert your natural language text into an optimized SQL query that can be executed on databases like MySQL, PostgreSQL, Oracle etc.
Review & Execute Query: Review the generated SQL query in the built-in SQL editor. The query should be ready to use without manual edits.
Visualize Results: Create clean, beautiful charts and visualizations of your query results right within the app. The visualizations are simple to use and easy to customize.
Ask Follow-up Questions: Continue asking follow-up questions to refine your queries until you get the exact results you're looking for.
Text2Query FAQs
Text2Query is a desktop application that allows users to import data files as tables and query them using SQL.
Text2Query Video
Popular Articles
Nano Banana (Gemini 2.5 Flash Image) Official Release – Google’s Best AI Image Editor Is Here
Aug 27, 2025
DeepSeek v3.1: AIPURE’s Comprehensive Review with Benchmarks & Comparison vs GPT-5 vs Claude 4.1 in 2025
Aug 26, 2025
Emochi Review 2025: AI Chat with Anime-Inspired Characters
Aug 21, 2025
Leonardo AI Free Working Promo Codes in August 2025 and How to redeem
Aug 21, 2025
Latest AI Tools Similar to Text2Query
Data Nuts
DataNuts is a comprehensive data management and analytics solutions provider that specializes in healthcare solutions, cloud migration, and AI-powered database querying capabilities.
CogniKeep AI
CogniKeep AI is a private, enterprise-grade AI solution that enables organizations to deploy secure, customizable AI capabilities within their own infrastructure while maintaining complete data privacy and security.
Solaracloud.ai
Solaracloud.ai is an AI-powered data empowerment platform that enables organizations to analyze, interpret and interact with their corporate data through natural language conversations while maintaining enterprise-grade security.
Chat2DB
Chat2DB is an AI-powered database management and analysis tool that enables users to interact with multiple databases using natural language, perform SQL operations, and generate visual reports through an intelligent interface.
Popular AI Tools Like Text2Query
Julius AI | Your AI Data Analyst
Julius AI is a powerful AI-powered data analyst that helps users analyze, visualize, and transform data through natural language conversations, creating graphs, building forecasting models, and more.
Scale AI
Scale AI is a data platform that accelerates the development of AI applications by providing high-quality training data and tools for machine learning teams.
Metabase
Metabase is an open-source business intelligence and data visualization platform that enables users to query, analyze and share data insights through an intuitive interface without requiring SQL knowledge.
Hex
Hex is a modern, collaborative data workspace that combines SQL, Python, and no-code tools for end-to-end data analysis and app creation.