Query Classifier

Query classification works by analyzing user queries based on complexity and keywords to automatically select a response strategy. It categorizes queries into SIMPLE, MEDIUM, or COMPLEX types to adjust the level of detail and visibility provided in the response.

You can override the automatic query classification to force a specific response strategy by using manual slash commands. This allows you to bypass the automatic complexity analysis and directly control the response approach.

The best way to handle user intent classification is to analyze the complexity and keywords of the question. This process automatically categorizes the query, ensuring simple questions get instant answers while complex tasks receive step-by-step visibility.

Yes, you can use this query classifier without any external dependencies. It operates independently as a basic script component to analyze user queries and manage communication response strategies based on task management principles.

Your response strategy changes because the query classifier dynamically adjusts its approach based on query complexity. It provides direct answers for simple queries and shows step-by-step progress for complex tasks to optimize communication.

A limitation of keyword-based query classification is that it may not always perfectly align with user intent without manual intervention. Users can utilize manual override slash commands to correct or adjust the response strategy when automatic classification is insufficient.