import type { AmplitudeRealtimeActiveUsersParams, AmplitudeRealtimeActiveUsersResponse, } from '@/tools/amplitude/types' import { getDashboardHost } from '@/tools/amplitude/utils' import type { ToolConfig } from '@/tools/types' export const realtimeActiveUsersTool: ToolConfig< AmplitudeRealtimeActiveUsersParams, AmplitudeRealtimeActiveUsersResponse > = { id: 'amplitude_realtime_active_users', name: 'Amplitude Real-time Active Users', description: 'Get real-time active user counts at 5-minute granularity for the last 2 days.', version: '1.0.0', params: { apiKey: { type: 'string', required: true, visibility: 'user-only', description: 'Amplitude API Key', }, secretKey: { type: 'string', required: true, visibility: 'user-only', description: 'Amplitude Secret Key', }, dataResidency: { type: 'string', required: false, visibility: 'user-or-llm', description: 'Data residency region: "us" (default) or "eu"', }, }, request: { url: (params) => `${getDashboardHost(params.dataResidency)}/api/2/realtime`, method: 'GET', headers: (params) => ({ Authorization: `Basic ${btoa(`${params.apiKey}:${params.secretKey}`)}`, }), }, transformResponse: async (response: Response) => { const data = await response.json() if (!response.ok) { throw new Error(data.error || `Amplitude Real-time API error: ${response.status}`) } const result = data.data ?? {} return { success: true, output: { series: result.series ?? [], seriesLabels: result.seriesLabels ?? [], xValues: result.xValues ?? [], }, } }, outputs: { series: { type: 'json', description: 'Array of data series with active user counts at 5-minute intervals', }, seriesLabels: { type: 'array', description: 'Labels for each series (e.g., "Today", "Yesterday")', items: { type: 'string' }, }, xValues: { type: 'array', description: 'Time values for the x-axis (e.g., "15:00", "15:05")', items: { type: 'string' }, }, }, }