Total Events
Confirmed
Pending
Members

Events

ID Title Date & Time Location Created By Status Actions

Pending Approvals

ID Title Date & Time Confidence Actions

Family Members

ID Name Role Phone WhatsApp ID Actions

Audit Log

Time Who Action Entity Details

Message Log

ID Time From Body Media Actions

February 2026

Sun
Mon
Tue
Wed
Thu
Fri
Sat

Help & Documentation

WhatsApp Bot Commands

Family members can use these in the WhatsApp group chat. The bot understands Indonesian and English.

How to Talk to the Bot

Mention @Halo or reply to a bot message to interact. Help and approval replies always work without mention.

Creating Events

Mention the bot with your event naturally:

@Halo Meeting keluarga besok jam 10 di rumah @Halo Dinner Friday 7pm at home @Halo Arisan setiap Senin jam 2 siang

You can also send a photo of an invitation with @Halo in the caption — the bot reads images too.

Approving / Rejecting

When the bot detects an event, it asks for confirmation. Reply to its message with:

ok yes ya oke — to confirm cancel no batal — to reject

Asking About Schedule

Ada acara apa besok? What events this week? Jadwal hari Senin apa?

Editing Events

Ubah meeting besok jadi jam 3 Change dinner location to restaurant Ganti judul meeting jadi Team Sync

Cancelling Events

Cancel meeting besok Batalkan arisan minggu depan

Recurring Events

Mention frequency and the bot handles it:

setiap Senin = weekly setiap hari = daily tiap bulan = monthly yearly / setiap tahun

Help

Type help or bantuan in the group to show the command reference.

Automatic Features

These run automatically without any commands needed.

Daily Agenda (07:00)

Every morning at 7 AM, the bot sends today's confirmed events to the group.

Weekly Summary (Sunday 20:00)

Every Sunday at 8 PM, the bot sends the upcoming week's events grouped by day.

Reminders (30 min before)

Each confirmed event gets a reminder 30 minutes before start time. Reminders respect quiet hours (21:00 - 06:00).

Recurring Event Expansion

Recurring events automatically create child instances for the next 14 days (runs daily at 00:05).

Member Auto-Registration

New senders in the group are automatically registered as family members.

Conflict Detection

When creating or editing events, the bot warns about overlapping confirmed events.

Dashboard Guide

How to use this admin dashboard.

Events Tab

View all events with metric cards at the top. Filter by status. Click + New Event to create manually. Use Cancel on confirmed events or Edit to modify details including recurrence.

Approvals Tab

Shows only PROPOSED events waiting for approval. Click Approve or Reject with an optional reason.

Members Tab

Manage family members. Members are auto-registered from WhatsApp, but you can edit names, roles, and phone numbers here.

Messages Tab

View all incoming WhatsApp messages. Filter by media. Click View to see the full message body and raw payload JSON (useful for debugging).

Calendar Tab

Monthly calendar view with color-coded events. Green = confirmed, yellow = proposed, red = cancelled. Click a day to see all events, click an event chip to edit.

Audit Log Tab

Tracks all actions: event creation, approval, edits, cancellations — from both WhatsApp and the dashboard.

Settings Tab

Configure bot trigger mode (mention-only vs all messages), LLM (AI model), and WAHA (WhatsApp) connection settings. Use Test Connection to verify WAHA is reachable.

Technical Info

Architecture and status information.

Stack

Python + FastAPI + PostgreSQL + APScheduler + Nginx

AI Models

Text: GLM-5 (745B MoE) — event extraction, classification, queries, edit/cancel
Vision: GLM-4.6V — reads images of schedules and invitations

WhatsApp

Connected via WAHA PLUS. Webhook receives all group messages in real-time.

Timezone

All times in Asia/Singapore (UTC+8).

API

26 REST endpoints at /api/v1/. Health check: GET /api/v1/health

Settings

Bot Trigger Mode

Control when the bot processes messages. "Mention" mode saves LLM costs by only responding to @mentions and quote-replies.

LLM Configuration

OpenAI-compatible API for event extraction from messages.

WAHA Configuration

WhatsApp HTTP API connection for sending/receiving messages.