Using OpenAI SDK to seamlessly switch to domestic large models

2026/06/01·2 min read·52 views

Why Choose the Compatible Solution?

OpenAI's Python SDK has become the de facto standard for AI development. However, using OpenAI directly faces two issues: network restrictions and model selection.

Ciyuano's compatible solution allows you to freely switch between multiple models without changing a single line of code.

Principle

All requests from the OpenAI SDK are sent to base_url:

# native OpenAI
client = OpenAI(api_key="sk-xxx")

# Ciyuano — Change just two lines！
client = OpenAI(
    base_url="https://www.ciyuano.com/v1",
    api_key="sk-relay-xxx"
)

The underlying protocols (REST API, SSE streaming, Chat Completions endpoint) are exactly the same.

Hands-on: Multi-Model Comparison Test

from openai import OpenAI

client = OpenAI(
    base_url="https://www.ciyuano.com/v1",
    api_key="sk-relay-your-key"
)

models = ["deepseek-v4", "glm-5", "qwen-plus"]
prompt = "Using Python Write a quicksort algorithm，with comments"

for model in models:
    print(f"n=== {model} ===")
    response = client.chat.completions.create(
        model=model,
        messages=[{"role": "user", "content": prompt}],
        temperature=0.7,
        max_tokens=1024
    )
    print(response.choices[0].message.content)

Framework Integration

LangChain

from langchain_openai import ChatOpenAI

llm = ChatOpenAI(
    model="deepseek-v4",
    openai_api_key="sk-relay-xxx",
    openai_api_base="https://www.ciyuano.com/v1"
)

Vercel AI SDK

import { createOpenAI } from "@ai-sdk/openai";

const openai = createOpenAI({
  baseURL: "https://www.ciyuano.com/v1",
  apiKey: "sk-relay-xxx",
});

Dify / FastGPT / LobeChat

Add an OpenAI-compatible interface in "Model Providers", then fill in Ciyuano's base_url and api_key.

Best Practices

Use the auto model: Let the platform automatically select the best available model
Enable streaming output (stream=True): Better user experience
Set max_tokens reasonably: Control costs
Choose qwen-plus if price matters, choose deepseek-v4 if quality matters

Summary

OpenAI SDK + Ciyuano = A unified entry point for any domestic large model. No code changes, no framework swaps, no hassle with keys.

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