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Example PostgresML application using Django
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postgresml/example-django
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This example application requires a PostgreSQL database with the PostgresML and pgvector extensions installed. The easiest way to get one is to sign upfor a free database onpostgresml.org.
We're usingcurl to make requests to the app, so if you don't have it already install bothcurl andjq.
It's recommended to use a virtual environment to run this example. You can create one using the following commands:
python3 -m venv venvsource venv/bin/activatepip install -r requirements.txtIn your shell, export theDATABASE_URL variable with the connection string to your database. For example:
export DATABASE_URL=postgres://postgres:postgres@127.0.0.1:5432/postgres./manage.py migrate./manage.py runserver
Using cURL, make a POST request to/api/todo/ with the two required fields, description & due date:
curl \ --silent \ -X POST \ -d'{"description": "Make a New Year resolution list", "due_date": "2025-01-01"}' \ -H'Content-Type: application/json' \ http://localhost:8000/api/todo/
curl \ --silent \ -H"Content-Type: application/json" \'http://localhost:8000/api/todo/search/?q=resolution&limit=1'| jq".[0].description"
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