jiaoqsh / zhipuai-sdk-python-v4

智谱大模型开放接口SDK

智谱开放平台大模型接口 Python SDK（Big Model API SDK in Python），让开发者更便捷的调用智谱开放API

简介

• 对所有接口进行了类型封装。
• 初始化client并调用成员函数，无需关注http调用过程的各种细节，所见即所得。
• 默认缓存token。

安装

• 运行环境： Python>=3.7

• 使用 pip 安装 zhipuai 软件包及其依赖

pip install zhipuai

使用

• 调用流程：
  1. 使用 APISecretKey 创建 Client
  2. 调用 Client 对应的成员方法
• 开放平台接口文档以及使用指南中有更多的 demo 示例，请在 demo 中使用自己的 ApiKey 进行测试。

创建Client

from zhipuai import ZhipuAI

client = ZhipuAI(
    api_key="", # 填写您的 APIKey
) 

同步调用

from zhipuai import ZhipuAI
client = ZhipuAI(api_key="") # 填写您自己的APIKey
response = client.chat.completions.create(
    model="",  # 填写需要调用的模型名称
    messages=[
        {"role": "user", "content": "你好"},
        {"role": "assistant", "content": "我是人工智能助手"},
        {"role": "user", "content": "你叫什么名字"},
        {"role": "assistant", "content": "我叫chatGLM"},
        {"role": "user", "content": "你都可以做些什么事"}
    ],
)
print(response.choices[0].message)

SSE 调用

from zhipuai import ZhipuAI
client = ZhipuAI(api_key="") # 请填写您自己的APIKey
response = client.chat.completions.create(
    model="",  # 填写需要调用的模型名称
    messages=[
        {"role": "system", "content": "你是一个人工智能助手，你叫叫chatGLM"},
        {"role": "user", "content": "你好！你叫什么名字"},
    ],
    stream=True,
)
for chunk in response:
    print(chunk.choices[0].delta)

异常处理

When the library is unable to connect to the API (for example, due to network connection problems or a timeout), a subclass of openai.APIConnectionError is raised.

When the API returns a non-success status code (that is, 4xx or 5xx response), a subclass of openai.APIStatusError is raised, containing status_code and response properties.

All errors inherit from openai.APIError.

import openai
from openai import OpenAI

client = OpenAI()

try:
    client.fine_tunes.create(
        training_file="file-XGinujblHPwGLSztz8cPS8XY",
    )
except openai.APIConnectionError as e:
    print("The server could not be reached")
    print(e.__cause__)  # an underlying Exception, likely raised within httpx.
except openai.RateLimitError as e:
    print("A 429 status code was received; we should back off a bit.")
except openai.APIStatusError as e:
    print("Another non-200-range status code was received")
    print(e.status_code)
    print(e.response)

Error codes are as followed:

Status Code	Error Type
400	BadRequestError
401	AuthenticationError
403	PermissionDeniedError
404	NotFoundError
422	UnprocessableEntityError
429	RateLimitError
>=500	InternalServerError
N/A	APIConnectionError