Python SDK

LLMTR OpenAI API’sine uyumlu olduğu için resmi OpenAI Python SDK hiçbir değişiklik gerektirmez. Sadece base_url ve api_key değerlerini güncelleyin.

Kurulum

pip install openai

Temel kullanım

from openai import OpenAI

client = OpenAI(
    base_url="https://llmtr.com/v1",
    api_key="sk_your_key"
)

response = client.chat.completions.create(
    model="openai/gpt-4o",
    messages=[
        {"role": "system", "content": "You are concise."},
        {"role": "user", "content": "Explain LLMTR in one line."}
    ],
    temperature=0.3
)

print(response.choices[0].message.content)

Streaming

stream = client.chat.completions.create(
    model="anthropic/claude-sonnet-4.5",
    messages=[{"role": "user", "content": "Write a haiku about fog."}],
    stream=True
)

for chunk in stream:
    delta = chunk.choices[0].delta.content or ""
    print(delta, end="", flush=True)

Async

import asyncio
from openai import AsyncOpenAI

async def main():
    client = AsyncOpenAI(
        base_url="https://llmtr.com/v1",
        api_key="sk_your_key"
    )
    response = await client.chat.completions.create(
        model="openai/gpt-4o",
        messages=[{"role": "user", "content": "Hi"}]
    )
    print(response.choices[0].message.content)

asyncio.run(main())

Environment variable

SDK OPENAI_API_KEY ve OPENAI_BASE_URL env var’larını okur:

export OPENAI_API_KEY="sk_your_key"
export OPENAI_BASE_URL="https://llmtr.com/v1"

from openai import OpenAI
client = OpenAI()  # env var'lardan okur

Görsel girdi

response = client.chat.completions.create(
    model="google/gemini-2.5-flash",
    messages=[{
        "role": "user",
        "content": [
            {"type": "text", "text": "Bu fotoğrafta ne var?"},
            {
                "type": "image_url",
                "image_url": {"url": "https://example.com/photo.jpg"}
            }
        ]
    }]
)

Retry ve timeout

OpenAI SDK built-in retry sağlar:

client = OpenAI(
    base_url="https://llmtr.com/v1",
    api_key="sk_your_key",
    max_retries=3,
    timeout=30.0
)