background_agents.deep_think_agent module

Deep think agent – multi-perspective analysis with synthesis.

Analyses a problem from several independent viewpoints, then synthesises the perspectives into a single coherent conclusion.

async background_agents.deep_think_agent.run_deep_think(prompt, openrouter, redis=None, task_id='', perspectives=None)[source]

Run a multi-perspective deep-thinking analysis.

Parameters:

  • prompt (str) – The question or problem to analyse.

  • openrouter (Any) – An OpenRouterClient instance.

  • redis (Any | None) – Optional async Redis for progress updates.

  • task_id (str) – Optional identifier for progress tracking.

  • perspectives (list[tuple[str, str]] | None) – Custom list of (name, system_instruction) tuples. Defaults to PERSPECTIVES.

Return type:

dict[str, Any]