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Intelligent Routing System

Always the Right Model, Every Time

AI-powered routing engine that analyzes every prompt and instantly matches it to the best-performing LLM in our network.

How Intelligent Routing Works

Our AI-powered system analyzes every request in real-time to determine the optimal model for the task

1. Semantic Analysis

Advanced NLP algorithms analyze prompt complexity, task type, and required capabilities to understand your request

2. Performance Matching

Real-time benchmarking data is used to select the best-performing model for your specific task category

3. Instant Routing

Sub-second routing decisions with automatic fallbacks ensure your requests are processed without delay

Technical Implementation

Built on modern cloud infrastructure with enterprise-grade reliability and scalability

Machine Learning Pipeline

Continuous learning algorithms that improve routing decisions based on historical performance data and user feedback.

Microservices Architecture

Scalable, distributed system with independent routing engines for different model categories and use cases.

Real-time Analytics

Live monitoring and analytics provide instant insights into routing performance and optimization opportunities.

Integration Example

Use your existing OpenAI SDK with Pnyx's intelligent routing by simply changing the base URL:

from
openai
import
OpenAI


# Initialize the client with your API key

client = OpenAI(
api_key="PNYX_API_KEY",
base_url="http://gateway.pnyxai.com/relay/text-to-text/v1/" # 👈 Add PNYX endpoint here
)


# Send a chat completion request

response = client.chat.completions.create(
model="pocket_network",
messages=[
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": "Write a haiku about Kubernetes."}
],
)


# Print the model's reply

print
(response.choices[
0
].message.content)

Ready to Optimize Your AI Experience?

Start improving performance with intelligent model routing. Get up and running in minutes with our simple API.

Free tier available
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Enterprise support available