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| """ | |
| OpenRouter Provider Integration | |
| Handles API calls to OpenRouter for AI model inference across multiple providers | |
| """ | |
| import os | |
| import requests | |
| import time | |
| import json | |
| import logging | |
| from typing import Dict, Any, Optional, List | |
| # Setup logging | |
| logging.basicConfig(level=logging.INFO) | |
| logger = logging.getLogger("openrouter") | |
| class OpenRouterProvider: | |
| """OpenRouter API provider for model inference across multiple AI providers""" | |
| def __init__(self, api_key: Optional[str] = None): | |
| """Initialize the OpenRouter provider with API key""" | |
| self.api_key = api_key or os.getenv("OPENROUTER_API_KEY") | |
| if not self.api_key: | |
| logger.warning("No OpenRouter API key provided. Set OPENROUTER_API_KEY env variable.") | |
| self.base_url = "https://openrouter.ai/api/v1" | |
| self.headers = { | |
| "Authorization": f"Bearer {self.api_key}", | |
| "Content-Type": "application/json", | |
| "HTTP-Referer": os.getenv("APP_URL", "http://localhost:8000"), # Required by OpenRouter | |
| "X-Title": os.getenv("APP_NAME", "AI Tool Hub") # Your app name | |
| } | |
| def generate_text(self, | |
| prompt: str, | |
| model: str = "anthropic/claude-3-opus:beta", | |
| max_tokens: int = 1000, | |
| temperature: float = 0.7, | |
| system_message: str = "You are a helpful assistant.", | |
| **kwargs) -> Dict[str, Any]: | |
| """Generate text using OpenRouter models""" | |
| if not self.api_key: | |
| return {"success": False, "error": "OpenRouter API key not provided"} | |
| start_time = time.time() | |
| try: | |
| messages = [ | |
| {"role": "system", "content": system_message}, | |
| {"role": "user", "content": prompt} | |
| ] | |
| payload = { | |
| "model": model, | |
| "messages": messages, | |
| "max_tokens": max_tokens, | |
| "temperature": temperature, | |
| **kwargs | |
| } | |
| response = requests.post( | |
| f"{self.base_url}/chat/completions", | |
| headers=self.headers, | |
| json=payload | |
| ) | |
| # Check for errors | |
| if response.status_code != 200: | |
| logger.error(f"Error from OpenRouter API: {response.status_code} - {response.text}") | |
| return { | |
| "success": False, | |
| "error": f"OpenRouter API error: {response.status_code}", | |
| "response_time": time.time() - start_time, | |
| "model": model, | |
| "provider": "openrouter" | |
| } | |
| result = response.json() | |
| # Extract the generated text | |
| generated_text = result["choices"][0]["message"]["content"] | |
| return { | |
| "success": True, | |
| "text": generated_text, | |
| "model": model, | |
| "provider": "openrouter", | |
| "response_time": time.time() - start_time, | |
| "tokens": { | |
| "prompt": result.get("usage", {}).get("prompt_tokens", 0), | |
| "completion": result.get("usage", {}).get("completion_tokens", 0), | |
| "total": result.get("usage", {}).get("total_tokens", 0) | |
| }, | |
| "raw_response": result | |
| } | |
| except Exception as e: | |
| logger.error(f"Error generating text with OpenRouter: {e}") | |
| return { | |
| "success": False, | |
| "error": str(e), | |
| "response_time": time.time() - start_time, | |
| "model": model, | |
| "provider": "openrouter" | |
| } | |
| def get_available_models(self) -> List[Dict[str, Any]]: | |
| """Get available OpenRouter models""" | |
| if not self.api_key: | |
| return [] | |
| try: | |
| response = requests.get( | |
| f"{self.base_url}/models", | |
| headers=self.headers | |
| ) | |
| if response.status_code != 200: | |
| logger.error(f"Error fetching OpenRouter models: {response.status_code} - {response.text}") | |
| return [] | |
| models_data = response.json() | |
| models = [] | |
| for model in models_data.get("data", []): | |
| models.append({ | |
| "id": model.get("id"), | |
| "name": model.get("name", model.get("id")), | |
| "description": model.get("description", ""), | |
| "context_length": model.get("context_length", 4096), | |
| "pricing": { | |
| "prompt": model.get("pricing", {}).get("prompt", 0), | |
| "completion": model.get("pricing", {}).get("completion", 0) | |
| } | |
| }) | |
| return models | |
| except Exception as e: | |
| logger.error(f"Error fetching OpenRouter models: {e}") | |
| return [] | |
| def get_models_by_provider(self, provider: str = None) -> List[Dict[str, Any]]: | |
| """Get available models filtered by provider""" | |
| models = self.get_available_models() | |
| if not provider: | |
| return models | |
| return [model for model in models if provider.lower() in model.get("id", "").lower()] | |
| # Example usage | |
| if __name__ == "__main__": | |
| # Test the provider | |
| provider = OpenRouterProvider() | |
| result = provider.generate_text("Write a short poem about AI.") | |
| print(json.dumps(result, indent=2)) | |
| # Get all models | |
| models = provider.get_available_models() | |
| print(f"Found {len(models)} models") | |
| # Get only Anthropic models | |
| anthropic_models = provider.get_models_by_provider("anthropic") | |
| print(f"Found {len(anthropic_models)} Anthropic models") |