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SDKs

Python SDK

amics — hosted inference, model deployments, and compute.

Install and set your API key:

pip install amics
export AMICS_API_KEY=amics_sk_...

Hosted Inference

from amics import Client

amics = Client()

response = amics.inference.chat(
    "deepseek-v4-pro",
    [{"role": "user", "content": "Implement Hello World in Python"}],
    max_tokens=1000,
)

print(response["choices"][0]["message"]["content"])

Streaming text:

for token in amics.inference.stream_text(
    "deepseek-v4-pro",
    [{"role": "user", "content": "Write a deploy script"}],
):
    print(token, end="", flush=True)

Deploy A Model

model = amics.models.deploy("ticket-classifier", template="llama")

deployment = amics.models.create_deployment(
    model["id"],
    "production",
    accelerator="H100",
    production=True,
)

Rent Compute

quote = amics.compute.quote(hardware="H100", gpu_count=1)

session = amics.compute.launch(
    project_id="fine-tune",
    name="notebook",
    hardware="H100",
    ttl_minutes=120,
)

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