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AI-powered personal assistant for Telegram with memory & task management

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AI-powered personal assistant for Telegram with memory & task management preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

Telegram AI Assistant with Memory, Tasks, and Live Search (Airtable + Google Calendar) This workflow creates an intelligent Telegram based AI assistant that remembers user details, manages lists, i...

Best for

  • Personal Productivity automation workflows
  • AI Chatbot automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.telegramtrigger, n8n-nodes-base.merge, @n8n/n8n-nodes-langchain.lmchatopenai, n8n-nodes-base.stickynote, @n8n/n8n-nodes-langchain.memorybufferwindow, n8n-nodes-base.telegram, n8n-nodes-base.airtabletool, n8n-nodes-base.airtable

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Hudson Marr.

Original n8n.io source

1.1 Workflow description

Title
AI-powered personal assistant for Telegram with memory & task management
Workflow name
AI-powered personal assistant for Telegram with memory & task management

Telegram AI Assistant with Memory, Tasks, and Live Search (Airtable + Google Calendar)

This workflow creates an intelligent Telegram-based AI assistant that remembers user details, manages lists, integrates with Google Calendar, and can fetch live information from the web. It is designed for everyday use and improves over time with your feedback.

What It Does

  • Personal Memory: Saves user preferences and instructions in Airtable.
  • Task & Grocery Lists: Add, search, or delete grocery and to-do items directly in Telegram.
  • Calendar Management: Create, update, delete, and search events (single or recurring) with Google Calendar.
  • Voice Support: Send voice messages—these are transcribed and processed like text.
  • Web Search: (Optional) Fetch real-time answers using SerpAPI.

Prerequisites

  1. n8n (Cloud or self-hosted instance).
  2. Telegram Bot (create via @BotFather on Telegram).
  3. Airtable account with a new Base containing 3 tables:
    • User Memory
    • Grocery's
    • To Do List
  4. Google Account with Calendar enabled (for OAuth2).
  5. OpenAI API Key (for AI responses + voice transcription).
  6. SerpAPI Key (optional, for live web search).

Airtable Schema

Inside your new Airtable Base, create the following tables and fields:

User Memory

  • Memory (text)
  • User (text)
  • Time (created time)

Grocery's

  • Item (text)
  • User (text)
  • Created (created time)

To Do List

  • Task (text)
  • Project or Class (text)
  • User (text)
  • Created (created time)

> Field names must match exactly.


Setup Instructions

  1. Import the workflow JSON into n8n.
  2. Configure credentials for each service in the workflow:
    • Telegram API → Paste in your bot token.
    • Airtable → Add your Airtable personal access token. After this, Airtable nodes will show dropdowns where you can select your Base and then your Tables (no need to paste IDs).
    • Google Calendar → Connect your Google account. Once credentials are added, simply pick your Calendar from the dropdown (e.g., “primary” or any shared calendar).
    • OpenAI → Add your API key for chat + voice transcription.
    • SerpAPI → Add your API key (optional).
  3. For Telegram Trigger:
    • Click “Listen for Test Event” and send a message to your bot to register the webhook.
    • In group chats: disable privacy mode in @BotFather so the bot can see all messages.
  4. Activate the workflow and start chatting with your bot.

How to Use

  • Memory
    • “Remember my coffee order is oat milk latte.”
    • “Keep replies shorter.”
  • Grocery List
    • “Add eggs.” → “Added eggs.”
    • “What’s on my grocery list?” → Lists all items
    • “Remove bread.” → “Removed bread.”
  • To-Do List
    • “Add finish report for work.”
    • “What’s on my to-do list?”
    • “Remove finish report.”
  • Calendar
    • “Create event ‘Team sync’ tomorrow 3–4 pm.”
    • “Make a recurring study session every Friday at 2 pm.”
    • “Delete the dentist appointment at 4 pm.”
  • Web Search
    • “Get news.” → Summarizes top 5–6 stories from the past 24 hours.

Configuration Notes

  • You don’t need to enter Airtable IDs or Calendar IDs manually — just use the dropdowns after credentials are set up.
  • Airtable “User” field is filled automatically with the Telegram username.
  • Voice messages are downloaded and transcribed by OpenAI before being processed as text.

Security

  • All API keys and tokens are stored securely in n8n Credentials.
  • No hard-coded IDs, emails, or secrets in this template.
  • Webhook IDs are not included; n8n generates them automatically on import.

Troubleshooting

  • Bot not responding? Ensure the workflow is active, Telegram Trigger is listening, and bot privacy settings are configured for groups.
  • Airtable errors? Check that your base and tables exist, and that field names match exactly.
  • Calendar issues? Confirm the Google account has access to the selected calendar.
  • Voice transcription failing? Verify your OpenAI credentials and Telegram bot permissions.

Why This Template Works for Everyone

  • Uses dropdown selections for Airtable and Google Calendar (no IDs needed).
  • Includes clear setup instructions.
  • Credentials are handled securely through n8n.
  • Flexible: works with groceries, tasks, memory, calendar, and optional live web search.

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Telegram Trigger

Type / Role
n8n-nodes-base.telegramTrigger - telegramTrigger
Config choices
Version 1.1

Block 2 - Merge1

Type / Role
n8n-nodes-base.merge - merge
Config choices
Version 3

Block 3 - OpenAI Chat Model1

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 4 - Sticky Note2

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 5 - Sticky Note3

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 6 - Window Buffer Memory1

Type / Role
@n8n/n8n-nodes-langchain.memoryBufferWindow - memoryBufferWindow
Config choices
Version 1.3

Block 7 - Telegram Response

Type / Role
n8n-nodes-base.telegram - telegram
Config choices
Version 1.2

Block 8 - User Tele Memory

Type / Role
n8n-nodes-base.airtableTool - airtableTool
Config choices
Version 2.1

Block 9 - Zeus Text Memory

Type / Role
n8n-nodes-base.airtableTool - airtableTool
Config choices
Version 2.1

Block 10 - Grocery Search

Type / Role
n8n-nodes-base.airtableTool - airtableTool
Config choices
Version 2.1

Block 11 - Grocery Create

Type / Role
n8n-nodes-base.airtableTool - airtableTool
Config choices
Version 2.1

Block 12 - Grocery Delete

Type / Role
n8n-nodes-base.airtableTool - airtableTool
Config choices
Version 2.1

Block 13 - Get Memories

Type / Role
n8n-nodes-base.airtable - airtable
Config choices
Version 2.1

Block 14 - Aggregate

Type / Role
n8n-nodes-base.aggregate - aggregate
Config choices
Version 1

Block 15 - OpenAI

Type / Role
@n8n/n8n-nodes-langchain.openAi - openAi
Config choices
Version 1.8

Block 16 - Switch

Type / Role
n8n-nodes-base.switch - switch
Config choices
Version 3.2

Block 17 - Telegram

Type / Role
n8n-nodes-base.telegram - telegram
Config choices
Version 1.2

Block 18 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 19 - Get Events

Type / Role
n8n-nodes-base.googleCalendarTool - googleCalendarTool
Config choices
Version 1.3

Block 20 - Create Events

Type / Role
n8n-nodes-base.googleCalendarTool - googleCalendarTool
Config choices
Version 1.3

Block 21 - Delete Events

Type / Role
n8n-nodes-base.googleCalendarTool - googleCalendarTool
Config choices
Version 1.3

Block 22 - Update Events

Type / Role
n8n-nodes-base.googleCalendarTool - googleCalendarTool
Config choices
Version 1.3

Block 23 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 24 - Sticky Note4

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Showing the first 24 of 33 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow AI-powered personal assistant for Telegram with memory & task management
Complexity advanced
Nodes 33
Categories Personal Productivity, AI Chatbot
Author Hudson Marr
Published 22 Sept 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/8837/8837.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does AI-powered personal assistant for Telegram with memory & task management do?

Telegram AI Assistant with Memory, Tasks, and Live Search (Airtable + Google Calendar) This workflow creates an intelligent Telegram based AI assistant that remembers user details, manages lists, i...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Personal Productivity, AI Chatbot use case.