MiniMax M3 (GMI Cloud)

curl https://api.gmi-serving.com/v1/chat/completions \
  -H "Authorization: Bearer $GMI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "minimax-m3",
    "messages": [
      {"role": "user", "content": "请分析基于分布式 Raft 协议的选主逻辑并给出优化方案。"}
    ],
    "temperature": 0.2
  }'

from openai import OpenAI
import os

client = OpenAI(
    base_url="https://api.gmi-serving.com/v1",
    api_key=os.environ.get("GMI_API_KEY"),
)

response = client.chat.completions.create(
    model="minimax-m3",
    messages=[
        {"role": "system", "content": "You are an expert full-stack engineer."},
        {"role": "user", "content": "请分析工程架构瓶颈并生成重构后的 TypeScript 代码。"}
    ],
    temperature=0.3,
    stream=True,
)

for chunk in response:
    content = chunk.choices[0].delta.content
    if content:
        print(content, end="", flush=True)