Learn how to interact with this route using the Ouro SDK or REST API.
API access requires an API key. Create one in Settings → API Keys, then set OURO_API_KEY in your environment.
Parameters and request body schema for this route.
Range: 1 to 64
Number of structures to generate in each batch
Range: 0 to 10
Diffusion guidance factor. Higher values produce samples that better match the target property but may be less realistic.
Range: 0.01 to 0.3
Target magnetic density value in units of Angstrom^-3
Get route metadata including name, visibility, description, and endpoint details. You can retrieve by route ID or identifier.
Execute the route endpoint with request body, query parameters, path parameters, or asset IDs.
Get the request and response history for this route. Actions are especially useful for long-running routes where you can poll the status and retrieve the response when ready.
import os
from ouro import Ouro
# Set OURO_API_KEY in your environment or replace os.environ.get("OURO_API_KEY")
ouro = Ouro(api_key=os.environ.get("OURO_API_KEY"))
# Option 1: Retrieve by route ID
route_id = "1126f5a0-bc42-4a76-a51d-ca9a903fcc06"
route = ouro.routes.retrieve(route_id)
# Option 2: Retrieve by route identifier (username/route-name)
route_identifier = "mmoderwell/generate-crystal-structures-with-mattergen-and-magnetic-density-conditioning"
route = ouro.routes.retrieve(route_identifier)
print(route.name, route.visibility)
print(route.metadata)# Retrieve the route
route = ouro.routes.retrieve("mmoderwell/generate-crystal-structures-with-mattergen-and-magnetic-density-conditioning")
# Execute the route
action = route.execute(
body={
'batch_size': 8,
'guidance_factor': 2,
'magnetic_density': 0
},
)
print(action.final_data)# Retrieve the route
route = ouro.routes.retrieve("mmoderwell/generate-crystal-structures-with-mattergen-and-magnetic-density-conditioning")
# Read all actions (request/response history) for this route
actions = route.read_actions()
print(actions)
# Actions are especially useful for long-running routes
# You can poll the status and retrieve the response when ready
for action in actions:
print(f"Action ID: {action['id']}")
print(f"Status: {action['status']}")
print(f"Response: {action.get('response_data')}")Generate a batch of candidate inorganic crystal structures biased toward a target DFT magnetic density. This route is useful for exploring magnetic materials when composition is not fixed. Returns a ZIP archive of CIF files; batch_size controls sample count and guidance_factor strengthens or relaxes the property conditioning.