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Vrin’s specialization feature lets you configure the AI’s behavior, tone, and reasoning focus to match your domain.

specialize()

Set a custom system prompt and optional reasoning parameters.

Parameters

string
required
System prompt that defines the AI’s persona, domain expertise, and response style.
Additional keyword arguments are forwarded to the backend. Common options:

Example specializations

Legal research:
Sales enablement:
Technical documentation:

get_specialization()

Retrieve the current specialization settings.

Returns

Notes

  • Specialization is persisted per user — it applies to all subsequent queries until changed.
  • To reset to default behavior, call specialize() with a generic prompt.
  • Specialization affects the LLM generation step only. Retrieval (graph traversal + vector search) is not modified.