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ormgpt
Advanced tools
Readme
An ORM based on OpenAI that translates plain human language into SQL queries and executes them on a database.
Currently supports database dialects: MySQL, PostgreSQL, and SQLite.
Supported languages: English, German, French, Spanish, Polish, Italian, Dutch, Portuguese, Ukrainian, Arabic, Chinese, Japanese, Korean, Turkish and many more.
ormgpt.query("give me post with id 1, all comments for this post and user information about author");
Generated query:
SELECT
p.id AS post_id,
p.title,
p.body,
c.id AS comment_id,
c.body AS comment_body,
u.username AS author_username,
u.email AS author_email
FROM
posts p
JOIN comments c ON p.id = c.post_id
JOIN users u ON u.id = p.user_id
WHERE
p.id = 1;
Response:
[
{
post_id: 1,
title: 'Hello world!',
body: 'This is my first post!',
comment_id: 1,
comment_body: 'Hello world!',
author_username: 'test',
author_email: 'test@example.com'
}
]
npm install ormgpt
# or
yarn add ormgpt
# or
pnpm add ormgpt
Prepare a database schema file, for example schema.sql
. This file will be used to generate queries.
const client = await createConnection({
host: 'localhost',
port: 3306,
database: 'ormgpt',
user: 'root',
password: 'mysecretpassword',
});
const mysqlAdapter = new MysqlAdapter({
client
});
const ormgpt = new ormGPT({
apiKey: "OPENAI_API_KEY",
schemaFilePath: "./example/schema.sql",
dialect: "postgres",
dbEngineAdapter: mysqlAdapter,
});
await ormgpt.query(
"add new user with username 'test' and email 'test@example.com'",
);
const users = await ormgpt.query("get all users");
console.log(users);
MySQL
const client = await createConnection({
host: 'localhost',
port: 3306,
database: 'ormgpt',
user: 'root',
password: 'mysecretpassword',
});
const mysqlAdapter = new MysqlAdapter({
client
});
Postgres
const client = new Client({
host: 'localhost',
port: 5432,
database: 'ormgpt',
user: 'mysecretuser',
password: 'mysecretpassword',
});
client.connect();
const postgresAdapter = new PostgresAdapter({
client
});
SQLite
const sqliteAdapter = new SqliteAdapter({
dbFilePath: "./example/db.sqlite",
});
In the last two years, I found ORMs to be new "days since the last javascript framework" in the JavaScript ecosystem. And since AI is a hot buzzword I decided to experiment a little to combine both and create an ORM that uses OpenAI to generate SQL queries. Please don't use this in production.
MIT
FAQs
An ORM based on OpenAI that translates plain human language into SQL queries and executes them on a database.
The npm package ormgpt receives a total of 0 weekly downloads. As such, ormgpt popularity was classified as not popular.
We found that ormgpt demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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