AI API Orchestration
Seamlessly integrate and manage multiple AI service providers with efficient orchestration and middleware solutions.
AI Service Providers
Select a provider to see integration details
OpenAI API
Integrate GPT-4, DALL-E, and other powerful OpenAI models into your applications.
Key Capabilities
- Text generation and completion
- Image generation with DALL-E
- Text-to-speech with realistic voices
- Speech-to-text transcription
- Fine-tuning for custom use cases
Integration Example
// OpenAI API integration example
import OpenAI from 'openai';
// Initialize the OpenAI client
const openai = new OpenAI({
apiKey: process.env.OPENAI_API_KEY,
});
// Function to generate text using GPT-4
async function generateContent(prompt) {
try {
const completion = await openai.chat.completions.create({
model: "gpt-4",
messages: [
{ role: "system", content: "You are a helpful assistant." },
{ role: "user", content: prompt }
],
temperature: 0.7,
max_tokens: 500,
});
return completion.choices[0].message.content;
} catch (error) {
console.error('Error calling OpenAI API:', error);
throw error;
}
}Advanced Integration Features
Multi-model Orchestration
Route requests to the most appropriate AI model based on task requirements, cost, and performance needs.
Intelligent Fallbacks
Implement automatic failover to alternate providers when primary services are unavailable or rate-limited.
Response Caching
Optimize costs and improve response times with intelligent caching strategies for common requests.
Security & Compliance
Implement robust security practices like token sanitization, input validation, and content filtering.
Custom Middleware
Transform requests and responses to normalize across different API formats and provider-specific quirks.
Usage Analytics
Track API usage, costs, latency, and other metrics to optimize performance and budget allocation.