launchdarkly-server-sdk-ai-openai 0.0.0

LaunchDarkly AI SDK OpenAI Provider

LaunchDarkly AI SDK OpenAI Provider

This package provides an OpenAI integration for the LaunchDarkly AI SDK.

Installation

pip install launchdarkly-server-sdk-ai-openai-dev

Quick Start

import asyncio
from ldai import AIClient
from ldai_openai import OpenAIProvider

async def main():
    # Initialize the AI client
    ai_client = AIClient(ld_client)
    
    # Get AI config
    ai_config = ai_client.config(
        "my-ai-config-key",
        context,
        default_value
    )
    
    # Create an OpenAI provider from the config
    provider = await OpenAIProvider.create(ai_config)
    
    # Invoke the model
    response = await provider.invoke_model(ai_config.messages)
    print(response.message.content)

asyncio.run(main())

Features

• Full integration with OpenAI's chat completions API
• Automatic token usage tracking
• Support for structured output (JSON schema)
• Static utility methods for custom integrations

API Reference

OpenAIProvider

Constructor

OpenAIProvider(client: OpenAI, model_name: str, parameters: Dict[str, Any], logger: Optional[Any] = None)

Static Methods

• create(ai_config: AIConfigKind, logger: Optional[Any] = None) -> OpenAIProvider - Factory method to create a provider from an AI config
• get_ai_metrics_from_response(response: Any) -> LDAIMetrics - Extract metrics from an OpenAI response

Instance Methods

• invoke_model(messages: List[LDMessage]) -> ChatResponse - Invoke the model with messages
• invoke_structured_model(messages: List[LDMessage], response_structure: Dict[str, Any]) -> StructuredResponse - Invoke the model with structured output
• get_client() -> OpenAI - Get the underlying OpenAI client

License

Apache-2.0