OPENAI - AZURE SSL error certification verification error

题意：OPENAI - AZURE SSL 错误：证书验证错误

问题背景：

whenever i make a request to azure-openai to create some embeddings the result is the error:

每当我向 Azure-OpenAI 发出创建嵌入的请求时，结果都会出现以下错误：

python 复制代码

Error communicating with OpenAI: HTTPSConnectionPool(host='form-chatgpt-open-ai.openai.azure.com', port=443): Max retries exceeded with url: //openai/deployments/embedding_01/embeddings?api-version=2023-03-15-preview (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: self signed certificate in certificate chain (_ssl.c:1007)')))

if needed i can provide the code

如果需要，我可以提供代码。

i really don't know how to solve this. i am not behind any vpn, tried to use other wi-fis. has anyone encountered the same problem?

我真的不知道如何解决这个问题。我没有使用任何VPN，也尝试过使用其他Wi-Fi。有没有人遇到过同样的问题？

问题解决：

Codemakers215 answer will not work with openAI > 1.0 anymore. It switched over to use http_client as extra parameter and used httpx under the hood. This gives us more flexibility and not have to change the source anymore.

Codemakers215 的答案在 OpenAI > 1.0 中不再适用了。OpenAI 已经改为使用 http_client 作为额外参数，并在底层使用了 httpx。这给了我们更多的灵活性，不再需要更改源代码。

Also the azure parameters changed a bit.

此外，Azure 的参数也稍微有些变化。

To use it first install 要使用它，首先安装

python 复制代码

pip install httpx[http2]

Option 1: Disable SSL check选项 1：禁用 SSL 检查

python 复制代码

from langchain.schema import AIMessage, HumanMessage
from langchain.chat_models import AzureChatOpenAI

azure_configs ={      
    "azure_endpoint" : "https://<your oai url>.openai.azure.com/",
    "openai_api_version" :"2023-07-01-preview",
    "azure_deployment" : "<your deployment name>",
    "openai_api_key" :"your key",
    "openai_api_type" :"azure",
    "http_client": httpx.Client(verify=False)
}
llm = AzureChatOpenAI(**azure_configs)
result = llm( [HumanMessage(content='Tell me about pluto')])

Option 2: Use custom certs from the CA Store

选项 2：使用来自 CA 存储的自定义证书

When you are behind a firewall or your Company uses custom certs, or you use venv and don't have all the certs in your store, you have to

当你处于防火墙后面，或你的公司使用自定义证书，或者你使用虚拟环境（venv）且存储中没有所有证书时，你需要

export the cert from the browser based on your azure url (see solution above)

根据你的 Azure URL 从浏览器导出证书（参考上面的解决方案）

attach it to the CA Store (see solution above)

将其附加到 CA 存储中（参考上面的解决方案）

At that point you can check if the default response is working again

此时，你可以检查默认响应是否再次正常工作

python 复制代码

url ="https://platform.openai.com/" # or your azure url
response = requests.get(url)

The issue is still with openai module. The default httpx setting does not uses the requests.certs path. That's where you can just send it through via:

问题仍然出在 OpenAI 模块上。默认的 httpx 设置不使用 requests.certs 路径。你可以通过以下方式直接发送它：

python 复制代码

requests.certs.where()

All together: 总之：

python 复制代码

from langchain.schema import AIMessage, HumanMessage
from langchain.chat_models import AzureChatOpenAI

azure_configs ={      
    "azure_endpoint" : "https://<your oai url>.openai.azure.com/",
    "openai_api_version" :"2023-07-01-preview",
    "azure_deployment" : "<your deployment name>",
    "openai_api_key" :"your key",
    "openai_api_type" :"azure",
    "http_client": httpx.Client(verify=requests.certs.where())
}
llm = AzureChatOpenAI(**azure_configs)
result = llm( [HumanMessage(content='Tell me about pluto')])