QuizPilot

Multi-Agent Quiz Orchestration

See how it works

LangGraph Multi-Agent Orchestration

tools for this phasecalls exactly one toolreturns a gradeinterrupt · resumeAgentic coachorchestratorQuestion specialist agent — writes the next questionQuestion specialist agentwrites the next questionPrepared hint — no model call{}Prepared hintno model callGrading specialist agent — reads your answerGrading specialist agentreads your answerYouthe graph pauses and saves

agent plain PythonPick a tool.

inside generate_question

injectedtopic · difficulty · focuscallsreturnsemitsto the graphno tool call · one retryread_noteslesson notesspecialistfresh conversationQuestiontext, rubric, hint