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Text Generation

Use chat_completions_create() to generate text responses from AI models.

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Basic Usage

from mira_network import MiraClient

async def generate_text():
    async with MiraClient(api_key="your-api-key") as client:
        response = await client.chat_completions_create(
            model="your-chosen-model",
            messages=[
                {"role": "user", "content": "What is the capital of France?"}
            ]
        )
        print(response["choices"][0]["message"]["content"])

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Streaming Responses

For real-time text generation: 
async def stream_response():
    async with MiraClient(api_key="your-api-key") as client:
        stream = await client.chat_completions_create(
            model="your-chosen-model",
            messages=[{"role": "user", "content": "Write a story"}],
            stream=True
        )
        async for chunk in stream:
            print(chunk["choices"][0]["delta"]["content"], end="")

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Multi-turn Conversations

Handle complex dialogues: 
messages = [
    {"role": "system", "content": "You are a helpful assistant"},
    {"role": "user", "content": "Hi! Can you help me?"},
    {"role": "assistant", "content": "Of course! What can I help you with?"},
    {"role": "user", "content": "Tell me about Paris"}
]

async with MiraClient(api_key="your-api-key") as client:
    response = await client.chat_completions_create(
        model="your-chosen-model",
        messages=messages
    )

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Error Handling

Handle validation and request errors: 
try:
    response = await client.chat_completions_create(
        model="your-chosen-model",
        messages=[{"role": "user", "content": "Hello"}]
    )
except ValueError as e:
    print(f"Validation error: {e}")
except Exception as e:
    print(f"An error occurred: {e}")

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Custom Model Provider

Route a request to your own model endpoint by passing a model_provider: 
response = await client.chat_completions_create(
    model="your-chosen-model",
    messages=[{"role": "user", "content": "Hello"}],
    model_provider={
        "base_url": "https://your-provider.com/v1",
        "api_key": "your-provider-api-key"
    }
)

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Message Structure

Core components of a message: 
Message:
    role: str       # "system", "user", or "assistant"
    content: str    # The message content