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OpenAI SDK Integration

The OpenAI SDK is the most common way to interact with AI APIs. It works with any OpenAI-compatible provider through AI SpendOps.

Python​

from openai import OpenAI

client = OpenAI(
    api_key="sk-your-openai-key",
    base_url="https://proxy.aispendops.com/v1/openai/v1",
    default_headers={
        "X-ASO-API-Key": "aso_k_yourkey.secret",
        "X-ASO-Dims": "team=ml,app=chatbot",
    },
)

response = client.chat.completions.create(
    model="gpt-4.1",
    messages=[{"role": "user", "content": "Hello"}],
)
print(response.choices[0].message.content)

Streaming​

stream = client.chat.completions.create(
    model="gpt-4.1",
    messages=[{"role": "user", "content": "Write a haiku"}],
    stream=True,
)
for chunk in stream:
    if chunk.choices[0].delta.content:
        print(chunk.choices[0].delta.content, end="")

Embeddings​

response = client.embeddings.create(
    model="text-embedding-3-small",
    input="The quick brown fox",
)
print(response.data[0].embedding[:5])

Node.js / TypeScript​

import OpenAI from "openai";

const client = new OpenAI({
  apiKey: "sk-your-openai-key",
  baseURL: "https://proxy.aispendops.com/v1/openai/v1",
  defaultHeaders: {
    "X-ASO-API-Key": "aso_k_yourkey.secret",
    "X-ASO-Dims": "team=backend,app=search",
  },
});

const completion = await client.chat.completions.create({
  model: "gpt-4.1",
  messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

Using with other providers​

The OpenAI SDK can call any OpenAI-compatible provider through the proxy. Just change the base_url:

# Groq via OpenAI SDK
client = OpenAI(
    api_key="gsk_your-groq-key",
    base_url="https://proxy.aispendops.com/v1/groq/v1",
    default_headers={"X-ASO-API-Key": "aso_k_yourkey.secret"},
)

# DeepSeek via OpenAI SDK
client = OpenAI(
    api_key="your-deepseek-key",
    base_url="https://proxy.aispendops.com/v1/deepseek/v1",
    default_headers={"X-ASO-API-Key": "aso_k_yourkey.secret"},
)

# xAI via OpenAI SDK
client = OpenAI(
    api_key="your-xai-key",
    base_url="https://proxy.aispendops.com/v1/xai/v1",
    default_headers={"X-ASO-API-Key": "aso_k_yourkey.secret"},
)