Semantic Routing

Category: science

The process of directing an incoming user request to the most appropriate AI agent or specialized tool based on the underlying meaning of the query.

Instead of brittle keyword matching, semantic routing uses embedding-based similarity (Vector Search) to understand the "intent" of a query. If a user asks a complex question about storm damage, the router analyzes the semantic vector to automatically route the task to the DataGiss analytic agent rather than the generic conversational agent.

Common Examples

• We implemented a semantic routing layer that effectively directs technical C++ engine queries to the specialized developer-agent while keeping casual chat on the front-end interface.
• A high-fidelity semantic routing model is the backbone of any multi-agent system, ensuring the right task reaches the right expert agent every time.