How It Works

• Telegram Trigger receives incoming messages (text, voice, photo, document).
• Switch routes by message type to appropriate processors:
  • Text → forwarded as-is.
  • Voice → downloaded and sent to Transcribe a recording.
  • Photo → downloaded, converted to base64, then sent to Analyze image.
  • Document → routed to document handler.
• Merge collects the processed input and passes a unified prompt to Manager Agent.
• Manager Agent (LM: Google Gemini) orchestrates specialized agents/tools:
  • memory_base (Airtable) → saving & retrieving personal/company memory
  • todo_and_task_manager (Todoist / Google Sheets) → tasks
  • email_agent (Gmail) → composing/sending emails
  • calendar_agent (Google Calendar) → scheduling
  • research_agent (SerpAPI / Wikipedia / Wolfram) → web research
  • project_management (Google Sheets) → project updates
• Manager Agent updates memory windows and sends the final reply back to Telegram.

---

Setup Steps

1. Create and configure Telegram bot ; set bot token/webhook in Telegram Trigger and Telegram nodes. Update chatId placeholders.
2. Add Google Gemini (PaLM) credentials in the Gemini model nodes.
3. Configure Airtable knowledge-base : set base ID & table IDs used by memory_base nodes.
4. Connect Google APIs : Sheets, Calendar, Gmail credentials and set document/sheet IDs.
5. Configure Todoist, SerpAPI, WolframAlpha credentials and any other tool API keys.
6. Verify Window Buffer Memory sessionKey values (match user sessions).
7. Check schedule triggers (cron expressions) and adjust times/timezone.
8. Run quick tests: send text, voice, image, and confirm replies and memory writes.

---

Estimated Setup Time

• 30–60 minutes → if credentials & IDs are ready.
• 2–4 hours → full setup (API keys, spreadsheets, Airtable, detailed permissions).
• 4–8 hours → complex deployment (team permissions, multiple calendars, advanced tool tuning, production testing).