Deliver AI responses in real-time as they're generated. Support for Server-Sent Events, WebSocket, and chunked transfer encoding for seamless streaming experiences.
Multiple streaming protocols supported for different use cases and client requirements
Lightweight, HTTP-based streaming perfect for one-way server-to-client communication. Ideal for chat applications and real-time updates.
Full-duplex communication channel over a single TCP connection. Perfect for interactive applications requiring bidirectional streaming.
Standard HTTP chunked encoding for streaming responses. Works with any HTTP client without special protocol support.
Enterprise-ready streaming capabilities for production deployments
Optimized streaming pipeline delivers first tokens in under 50ms for responsive user experiences.
Intelligent reconnection with resume capability ensures streams continue even after network interruptions.
Smart buffer management prevents memory issues when clients can't keep up with stream rate.
TLS encryption for all streaming connections with proper authentication and authorization checks.
Real-time metrics on streaming performance, token throughput, and connection health.
Graceful error handling with automatic retry and fallback to alternative models or providers.
// SSE Streaming Client Example const eventSource = new EventSource( 'https://proxy.example.com/v1/chat/stream', { headers: { 'Authorization': 'Bearer YOUR_TOKEN' } } ); eventSource.onmessage = (event) => { const data = JSON.parse(event.data); if (data.choices[0].finish_reason) { console.log('Stream complete'); eventSource.close(); return; } // Display token in real-time process.stdout.write(data.choices[0].delta.content); }; eventSource.onerror = (error) => { console.error('Stream error:', error); // Auto-reconnect is built into SSE };
| Feature | SSE | WebSocket | Chunked |
|---|---|---|---|
| Direction | Server → Client | Bidirectional | Server → Client |
| Browser Support | ✓ Native | ✓ Native | ✓ Native |
| Auto-Reconnect | ✓ Built-in | Manual | Manual |
| Binary Data | Limited | ✓ Full | ✓ Full |
| Proxy Friendly | ✓ Yes | May require config | ✓ Yes |
| Best For | Chat, Updates | Interactive Apps | File Downloads |
Real-world applications benefiting from streaming LLM responses
Real-time message streaming for responsive conversational AI experiences.
Watch articles, code, and documents appear in real-time as they're created.
Stream analytical insights as they're computed for interactive exploration.
Dynamic dialogue generation for immersive gaming experiences.
Secure streaming with OAuth2 authentication and token management.
Complete audit trail for streaming requests and responses.
Seamless fallback during streaming for high availability.
Optimized connection management for high-throughput streaming.
Implement real-time streaming in your LLM applications with minimal code changes.