Can I use ormGPT in a production environment?

The developer explicitly advises against using ormGPT in production. It is an experimental project, and AI-generated queries (especially complex joins) may not always be reliable or secure.

Which databases are supported?

Currently, ormGPT supports MySQL, PostgreSQL, and SQLite through specific database adapters.

How does ormGPT know my database structure?

You provide a path to a schema.sql file during initialization. This file is used to give the AI context about your tables and columns so it can generate accurate queries.

Do I need my own API key?

Yes, you must provide your own OpenAI API key to use the translation features of ormGPT.

Is ormGPT a real ORM?

Technically, it is more of an intelligent query builder or facade. It doesn't map database rows to complex objects in the traditional sense of a full ORM like Prisma or Sequelize.

What programming languages does the library support?

The library is written for the JavaScript/TypeScript ecosystem and can be installed via npm, yarn, or pnpm.

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SQL

Free

ormGPT

Translate plain language into SQL queries and execute database actions using OpenAI. Supports MySQL, PostgreSQL, and SQLite for rapid prototyping and AI-assisted development.

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Rating

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Upvotes

3 months ago

Listed

SQL

ORM

Database

Open Source

OpenAI

Developer Tools

Natural Language Processing

PostgreSQL

MySQL

SQLite

Tool information

Provider

pilotpirxie

Platforms

Web

Windows

macOS

Linux

Languages

English

German

French

Spanish

Polish

Italian

Dutch

Portuguese

Ukrainian

Arabic

Chinese

Japanese

Korean

Turkish

Added to directory

3 months ago

Last updated

about 1 month ago

Rating

Not available

Pricing

Free

About ormGPT

What the tool does and who it's for

ormGPT is an experimental, open-source middleware designed to bridge the gap between natural language and database operations. Developed as a 'tiny afternoon project,' it utilizes OpenAI's GPT models to interpret plain human language and translate it into executable SQL queries. The tool acts as an intelligent query facade that supports multiple database dialects including MySQL, PostgreSQL, and SQLite. While it provides a novel way to interact with data by simply describing the desired action (e.g., 'get all users' or 'add new user'), its creator advises against production use due to the inherent unpredictability of AI-generated joins and nested subqueries. It is primarily intended for developers exploring AI-assisted coding and rapid prototyping.

Key capabilities

Natural language to SQL translation using OpenAI GPT models.

Support for multiple database dialects: MySQL, PostgreSQL, and SQLite.

Schema-aware query generation by providing a local schema.sql file.

Executes generated queries directly on the connected database.

Multi-language support for prompts including English, French, and Chinese.

Deterministic results by configuring low temperature settings.

Simple integration via NPM or Yarn for JavaScript/TypeScript projects.

Lightweight middleware architecture for experimental database interaction.

Pricing

Free — plans below

Open Source

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ormGPT FAQs

Common questions about ormGPT