开源大模型api接口调用

(一) kimi api接口调用
1.先申请api-key，申请地址https://platform.moonshot.cn/console/api-keys
2.请求接口

import requests

payload = {
    "messages": [
        {
            "role": "user",
            "content": "请总结下面这段话的主旨，字数不超过30个。7月15日，国家统计局发布数据显示，初步核算，上半年国内生产总值660536亿元，按不变价格计算，同比增长5.3%。分季度看，今年一季度国内生产总值同比增长5.4%，二季度增长5.2%。从环比看，二季度国内生产总值增长1.1%。总体看，上半年国民经济迎难而上、稳中向好."
        }
    ],
    "model": "kimi-k2-0711-preview",
    "max_tokens": 50,
    "temperature": 0.6,
    "n": 5,                # 生成序列的个数, n在[1,5]
    "stream": False
}

headers = {"Authorization": "moonshot ai网站申请的api-key"}
resp = requests.post(url="https://api.moonshot.cn/v1/chat/completions",
                     json=payload, headers=headers)
print(resp.json())

接口返回结果：

{
    "id": "chatcmpl-6878b37b99bd601430d3fc5d",
    "object": "chat.completion",
    "created": 1752740732,
    "model": "kimi-k2-0711-preview",
    "choices": [
        {
            "index": 0,
            "message": {
                "role": "assistant",
                "content": "上半年GDP同比增长5.3%，经济稳中向好。"
            },
            "finish_reason": "stop"
        },
        {
            "index": 1,
            "message": {
                "role": "assistant",
                "content": "上半年GDP增长5.3%，经济稳中向好。"
            },
            "finish_reason": "stop"
        },
        {
            "index": 2,
            "message": {
                "role": "assistant",
                "content": "上半年GDP同比增长5.3%，经济稳中向好。"
            },
            "finish_reason": "stop"
        },
        {
            "index": 3,
            "message": {
                "role": "assistant",
                "content": "上半年GDP同比增长5.3%，国民经济稳中向好。"
            },
            "finish_reason": "stop"
        },
        {
            "index": 4,
            "message": {
                "role": "assistant",
                "content": "上半年GDP同比增长5.3%，经济稳中向好。"
            },
            "finish_reason": "stop"
        }
    ],
    "usage": {
        "prompt_tokens": 85,
        "completion_tokens": 60,
        "total_tokens": 145,
        "cached_tokens": 85
    }
}

(二)qwen3接口调用
1.先申请api-key,https://bailian.console.aliyun.com/?tab=model#/api-key添加链接描述
2.接口测试

import requests

payload = {
    "messages": [
        {
            "role": "user",
            "content": "阅读下面的新闻，总结新闻的标题，字数不超过30个。7月15日，国家统计局发布数据显示，初步核算，上半年国内生产总值660536亿元，按不变价格计算，同比增长5.3%。分季度看，今年一季度国内生产总值同比增长5.4%，二季度增长5.2%。从环比看，二季度国内生产总值增长1.1%。总体看，上半年国民经济迎难而上、稳中向好。"
        }
    ],
    "model": "qwen3-32b",
    "lora_name": "",
    "max_tokens": 50,
    "temperature": 0.6,
    "n": 1,                # n>1时，生成的结果较差，kimi较好，n在[1,4]
    "stream": True,
    "enable_thinking": True
}

headers = {"Authorization": "网站申请的api-key"}
resp = requests.post(url="https://dashscope.aliyuncs.com/compatible-mode/v1/chat/completions",
                     json=payload, headers=headers)
print(resp.json())

备注：qwen3参数里增加thinking之后，结果会更好点