Python (OpenAI SDK & Frameworks)

Official SDK

pip install openai

from openai import OpenAI

client = OpenAI(
    base_url="https://api.openference.com/v1",
    api_key="YOUR_API_KEY"
)

response = client.chat.completions.create(
    model="GLM-5.2",
    messages=[{"role": "user", "content": "Hello!"}]
)
print(response.choices[0].message.content)

Streaming, tools, embeddings, and vision all work the same as with OpenAI directly.

LangChain (example)

from langchain_openai import ChatOpenAI

llm = ChatOpenAI(
    base_url="https://api.openference.com/v1",
    api_key="YOUR_API_KEY",
    model="GLM-5.2",
)
print(llm.invoke("Say hi in French").content)

LlamaIndex, Haystack, etc.

Any framework that accepts an OpenAI-compatible base_url + api_key will work. Just point them at https://api.openference.com/v1.