This example application requires a PostgreSQL database with the PostgresML and pgvector extensions installed. The easiest way to get one is to sign up for a free database on postgresml.org.
We're using curl
to make requests to the app, so if you don't have it already install both curl
and jq
.
It's recommended to use a virtual environment to run this example. You can create one using the following commands:
python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt
In your shell, export the DATABASE_URL
variable with the connection string to your database. For example:
export DATABASE_URL=postgres://postgres:[email protected]: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"