import requests, base64
invoke_url = "https://integrate.api.nvidia.com/v1/chat/completions"
stream = False
def read_b64(path):
with open(path, "rb") as f:
return base64.b64encode(f.read()).decode()
headers = {
"Authorization": "Bearer $NVIDIA_API_KEY",
"Accept": "text/event-stream" if stream else "application/json"
}
payload = {
"model": "nvidia/ising-calibration-1.5-31b",
"messages": [{"role":"user","content":[{"type":"image_url","image_url":{"url":"https://assets.ngc.nvidia.com/products/api-catalog/ising-calibration-1-35b-a3b/resonator_spectroscopy.png"}},{"type":"text","text":"I just ran a resonator spectroscopy measurement on my superconducting qubit chip. This plot shows the magnitude response as a function of probe frequency across a wide scan range.\n\nCan you tell me:\n1. How many resonator dips are visible, and at what frequencies?\n2. Is the signal quality good enough to extract reliable resonator frequencies?\n3. What is the overall calibration status — can we proceed with qubit readout setup?"}]}],
"max_tokens": 32768,
"temperature": 1.00,
"top_p": 0.95,
"stream": stream,
}
response = requests.post(invoke_url, headers=headers, json=payload, stream=stream)
if stream:
for line in response.iter_lines():
if line:
print(line.decode("utf-8"))
else:
print(response.json())
