Skip to content
Documentation

Topic Naming Model

Configure the model that auto-summarizes conversations into short titles. A lightweight model is recommended.

Definition: After a user starts a new chat and sends the first message, the system uses this model in the background to summarize long messages into a short title (e.g., summarize "Please draft a Friday meeting memo..." to "Friday meeting memo").

⚠️ Cost and performance warning Avoid configuring reasoning models here (e.g., deep-thinking models like DeepSeek-V4, GLM-5.2).

  • Why: Reasoning models perform long chain-of-thought before output. Using them for simple titles is overkill, making title generation very slow and unnecessarily expensive.
  • Best practices:
    • Recommended models: Qwen3.5-Flash, DeepSeek-V4-Flash, GLM-4.7-Flash.
    • Key needs: Fast, instruction-following, and cheap. It only needs to understand "summarize as a title."

On this page