Semantic Router

What is Semantic Routing?

Semantic routing is an intelligent way to direct user queries to different processing pipelines based on the meaning and intent of the query, rather than just keywords. Instead of treating all queries the same way, semantic routing allows you to:

1. Route code generation requests to a specialized code-focused handler

2. Route general knowledge questions to a different handler optimized for factual responses

3. Route technical queries to handlers that can access specific documentation

4. Add custom routes for domain-specific needs

Use Case Overview

Imagine your AI application receives these different types of queries:

1. Code Generation: "Write a Python function to calculate fibonacci numbers"

2. General Knowledge: "What is the capital of France?"

3. Technical Documentation: "How do I configure OAuth in our system?"

Without semantic routing, all queries would go through the same pipeline and get the same type of response. With semantic routing, each query type gets handled by a specialized component that's optimized for that specific use case.