Claude Opus 4.7 – Leitfaden zu neuen Parametern

low  ──  medium  ──  high  ──  xhigh ★NEU  ──  max

"reasoning": {
  "effort": "xhigh",
  "display": "summarized"
}

from anthropic import Anthropic

client = Anthropic(
    api_key="<AIHUBMIX_API_KEY>",
    base_url="https://aihubmix.com"
)

response = client.messages.create(
    model="claude-opus-4-7",
    max_tokens=16000,
    thinking={"type": "adaptive"},
    output_config={"effort": "xhigh"},  # Options: low / medium / high / xhigh / max
    messages=[
        {
            "role": "user",
            "content": "A snail is at the bottom of a 10-meter well. Each day it climbs 3 meters, but each night it slides back 2 meters. How many days does it take to reach the top?"
        }
    ]
)

print(response.content[-1].text)

from openai import OpenAI

client = OpenAI(
    base_url="https://aihubmix.com/v1",
    api_key="<AIHUBMIX_API_KEY>",
)

completion = client.chat.completions.create(
    model="claude-opus-4-7",
    # max_tokens=10000,  # Default is 4096; enable for longer outputs
    messages=[
        {
            "role": "user",
            "content": "A snail is at the bottom of a 10-meter well. Each day it climbs 3 meters, but each night it slides back 2 meters. How many days does it take to reach the top?"
        }
    ],
    extra_body={
        "reasoning": {"effort": "xhigh"}
    }
)

print(completion.choices[0].message.content)

from openai import OpenAI

client = OpenAI(
    base_url="https://aihubmix.com/v1",
    api_key="<AIHUBMIX_API_KEY>",
)

completion = client.chat.completions.create(
    model="claude-opus-4-7",
    messages=[
        {
            "role": "user",
            "content": "A snail is at the bottom of a 10-meter well. Each day it climbs 3 meters, but each night it slides back 2 meters. How many days does it take to reach the top?"
        }
    ],
    extra_body={
        "reasoning": {"effort": "xhigh", "display": "summarized"}
    }
)

print(completion.choices[0].message.content)