Function createModelResponse

server/modules/ai/orchestrator/orchestrator.js:1761–1785

()

  let lastToolResults = [];

  const createModelResponse = async () => {
    const startTime = Date.now();
    const response = await openaiClient.responses.create({
      model: modelName,
      instructions: systemPrompt,
      input: buildResponseInputFromMessages(modelMessages),
      tools,
      tool_choice: "auto",
      parallel_tool_calls: true,
      reasoning: {
        effort: "medium",
      },
      text: {
        verbosity: "low",
      },
    });
    const elapsedMs = Date.now() - startTime;
    const usageRecord = buildUsageRecordFromResponse(response, elapsedMs, modelName);

    if (usageRecord) {
      usageRecords.push(usageRecord);
    }

    return response;
  };

  // Initial API call
  let response = await createModelResponse();