agnes-the-ai-analyst/docs/future/NOTIFICATIONS.md

Telegram Notifications

Get alerts from your analysis scripts directly in Telegram.

Setup

1. Link your Telegram account

1. Open Telegram and message /start to the notification bot (configured by your admin)
2. You'll receive a 6-digit verification code (valid for 10 minutes)
3. Go to your dashboard and log in
4. In the "Telegram Notifications" section, enter the code and click Verify

2. Create a notification script

Create a Python script in ~/user/notifications/ on the server:

ssh your-server
mkdir -p ~/user/notifications
nano ~/user/notifications/my_alert.py

Your script must print a JSON object to stdout:

#!/usr/bin/env python3
import json

result = {
    "notify": True,
    "title": "My Alert Title",
    "message": "Something happened!\nDetails here.",
    "cooldown": "1h"
}

print(json.dumps(result))

3. Set up crontab

ssh your-server
crontab -e

Add a line to run the runner at your desired interval. Use ~/.venv/bin/python to ensure packages (duckdb, pandas, etc.) are available:

# Every 5 minutes
*/5 * * * * ~/.venv/bin/python /usr/local/bin/notify-runner >> ~/.notifications/logs/cron.log 2>&1

# Every hour
0 * * * * ~/.venv/bin/python /usr/local/bin/notify-runner >> ~/.notifications/logs/cron.log 2>&1

# Every day at 9:00 AM UTC
0 9 * * * ~/.venv/bin/python /usr/local/bin/notify-runner >> ~/.notifications/logs/cron.log 2>&1

Note: The server Python venv (~/.venv) is created during initial setup and kept in sync automatically by sync_data.sh. Any packages you install locally will be available on the server after your next sync.

Script JSON Contract

Your script's stdout must be valid JSON:

Field	Required	Type	Description
notify	yes	bool	Whether to send a notification
title	no	string	Bold header in the Telegram message
message	if notify=true	string	Message body (supports Markdown)
image_path	no	string	Absolute path to a PNG/JPG to send as photo
cooldown	no	string	Min interval between sends: 30m, 1h, 6h, 1d (default: 1h)
data	no	object	Structured data for future use

Cooldown values

The cooldown prevents duplicate notifications. Supported formats:

• 1m, 5m, 10m, 15m, 30m - minutes
• 1h, 2h, 4h, 6h, 12h - hours
• 1d - day

Example: notify=false (no alert)

{"notify": false}

Example: text alert

{
  "notify": true,
  "title": "Revenue dropped 25%",
  "message": "Today: $45k | 7d avg: $60k\nTop declining: Enterprise (-30%)",
  "cooldown": "6h"
}

Example: alert with chart image

{
  "notify": true,
  "title": "Daily Report",
  "message": "Revenue: $52k | Users: 1,200",
  "image_path": "/tmp/my_chart.png",
  "cooldown": "1d"
}

Sending images

Generate a chart in your script (matplotlib, plotly, PIL, etc.) and save it to /tmp/:

import matplotlib
matplotlib.use("Agg")
import matplotlib.pyplot as plt
import json, os, tempfile

# Create chart
fig, ax = plt.subplots(figsize=(8, 4))
ax.bar(["Mon", "Tue", "Wed", "Thu", "Fri"], [100, 120, 90, 150, 130])
ax.set_title("Daily Revenue")

# Save to temp file
chart_path = os.path.join(tempfile.gettempdir(), "my_chart.png")
plt.savefig(chart_path, dpi=150, bbox_inches="tight")
plt.close()

# Output JSON
print(json.dumps({
    "notify": True,
    "title": "Weekly Chart",
    "message": "See attached chart",
    "image_path": chart_path,
    "cooldown": "1d"
}))

Debugging

Check runner logs

cat ~/.notifications/logs/runner.log
cat ~/.notifications/logs/cron.log

Test a script manually

cd ~
~/.venv/bin/python ~/user/notifications/my_alert.py

The output should be valid JSON. Test with:

cd ~
~/.venv/bin/python ~/user/notifications/my_alert.py | python3 -m json.tool

Check cooldown state

cat ~/.notifications/state/my_alert.json

Run the runner manually

/usr/local/bin/notify-runner

Examples

Notification examples are documented here. Implementation is planned for a future release.

Troubleshooting

ModuleNotFoundError on server

If notification scripts fail with ModuleNotFoundError, the server venv is missing packages. Fix by running a data sync locally:

bash server/scripts/sync_data.sh

This will sync your local Python packages to the server's ~/.venv.

Scripts run but DuckDB views fail

DuckDB views use relative paths from the home directory. The notify-runner sets cwd to ~/ automatically. When testing manually, make sure you cd ~ first before running scripts.

Unlink Telegram

To stop receiving notifications, either:

• Remove your crontab entry: crontab -e and delete the notify-runner line
• Unlink on the dashboard: go to your dashboard and click "Unlink Telegram"