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Integrations
Python

Python Integration

MakeHub offers full compatibility with the OpenAI API, allowing you to easily use our services with your existing Python applications.

Installation

pip install openai

Configuration

from openai import OpenAI
 
# Initialize the client with the MakeHub endpoint
client = OpenAI(
    api_key="YOUR_MAKEHUB_API_KEY",  # Replace with your MakeHub API key
    base_url="https://api.makehub.ai/v1"  # MakeHub endpoint
)
 
# Example completion request
response = client.chat.completions.create(
    model="meta/llama-3-70b-instruct",  # Model available on MakeHub
    messages=[
        {"role": "system", "content": "You are a helpful AI assistant."},
        {"role": "user", "content": "Explain how machine learning works in simple terms."}
    ]
)
 
# Display the response
print(response.choices[0].message.content)

Streaming

from openai import OpenAI
 
# Initialize the client with the MakeHub endpoint
client = OpenAI(
    api_key="YOUR_MAKEHUB_API_KEY",
    base_url="https://api.makehub.ai/v1"
)
 
# Example streaming request
stream = client.chat.completions.create(
    model="meta/llama-3-70b-instruct",
    messages=[
        {"role": "system", "content": "You are a helpful AI assistant."},
        {"role": "user", "content": "Write a short poem about artificial intelligence."}
    ],
    stream=True
)
 
# Display the response as it arrives
for chunk in stream:
    if chunk.choices[0].delta.content is not None:
        print(chunk.choices[0].delta.content, end="", flush=True)
print()

Function Calling

from openai import OpenAI
 
# Initialize the client with the MakeHub endpoint
client = OpenAI(
    api_key="YOUR_MAKEHUB_API_KEY",
    base_url="https://api.makehub.ai/v1"
)
 
# Define available tools
tools = [
    {
        "type": "function",
        "function": {
            "name": "get_weather",
            "description": "Get the current weather for a given location",
            "parameters": {
                "type": "object",
                "properties": {
                    "location": {
                        "type": "string",
                        "description": "The city and country, e.g. 'Paris, France'"
                    }
                },
                "required": ["location"]
            }
        }
    }
]
 
# Example request with function calling
response = client.chat.completions.create(
    model="openai/gpt-4o",  # A model supporting function calling
    messages=[
        {"role": "user", "content": "What's the weather like in Paris today?"}
    ],
    tools=tools
)
 
# Display the response
print(response.choices[0].message.content)
print(response.choices[0].message.tool_calls)
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