🧑‍🎓 AI powered language teacher with Telegram, Google Sheet and GPT-4o

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Important notice

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

1. Workflow Overview

Tags: Productivity, Education, Learning, Language Context I’m a Supply Chain Data Scientist from Paris who lived six years in China — and yes, learning Mandarin while wor...

Best for

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

Tools used

n8n-nodes-base.stickynote, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.memorybufferwindow, n8n-nodes-base.telegramtrigger, n8n-nodes-base.googlesheets, n8n-nodes-base.aggregate, n8n-nodes-base.telegram

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title: 🧑‍🎓 AI powered language teacher with Telegram, Google Sheet and GPT-4o
Workflow name: 🧑‍🎓 AI powered language teacher with Telegram, Google Sheet and GPT-4o

Tags: Productivity, Education, Learning, Language

Context

I’m a Supply Chain Data Scientist from Paris who lived six years in China — and yes, learning Mandarin while working full-time was tough.

Learning Mandarin as an adult can be very difficult, especially if you have a full-time job. With AI, you can now have a Chinese tutor available 24/7 on your phone — no excuses left!

It is with this spirit that I designed this workflow to support fellow Mandarin learners with a Chinese Teacher powered by GPT-4o.

>Boost your language skills with AI using N8N!

📬 For business inquiries, you can add me on LinkedIn

Who is this template for?

This workflow template is designed for language learners and educators who need support to learn a vocabulary list in Mandarin (or any other language) using Open AI GPT-4o, an AI agent and a Telegram Bot to interact with users.

For the vocabulary list, you can use another template shared in my profile 🉑 Generate Anki Flash Cards for Language Learning with Google Translate and GPT-4o to generate the Google Sheet needed in this workflow.

How does it work?

The workflow loads a vocabulary list stored in your Google Sheet.

The bot will:

📥 Load your vocabulary list from Google Sheets
🧠 Generate multiple-choice questions with GPT-4o
✅ Evaluate your answer and give instant feedback
🔁 Loop to the next word until you're fluent

These fields will be automatically added to a Google Sheet, ready to be loaded in Anki to create flash cards.

What do I need to start?

This workflow does not require any advanced programming skills.

Prerequisite

A Google Drive Account with a folder including a Google Sheet filled with the vocabulary list you want to learn.
API Credentials: Open AI API for the chat model, Google Drive API and Google Sheets API activated with OAuth2 credentials
A Telegram Bot with its token recorded in the Telegram Node Credentials
A Google Sheet with two columns (initialText: words in your own language, translatedText: words in the target language)

Next Steps

Follow the sticky notes to set up the parameters inside each node and get ready to pump your learning skills.

🎥 Watch My Tutorial

🚀 Curious how N8N can supercharge learning or supply chain? 📬 Let’s connect on LinkedIn

Notes

This workflow can be used for any language. In the AI Agent prompt, you just need to replace Chinese with your language.

This workflow has been created with N8N 1.82.1 Submitted: March 23th, 2025

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 - Sticky Note3

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

Block 2 - AI Agent

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 1.7

Block 3 - OpenAI Chat Model

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

Block 4 - Simple Memory

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

Block 5 - Telegram Trigger

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

Block 6 - Retrive Vocabulary

Type / Role: n8n-nodes-base.googleSheets - googleSheets
Config choices: Version 4.5

Block 7 - Sticky Note1

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

Block 8 - Sticky Note

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

Block 9 - Aggregate Vocabulary Lists

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

Block 10 - Answer to the User

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

3. Summary Table

Workflow	🧑‍🎓 AI powered language teacher with Telegram, Google Sheet and GPT-4o
Complexity	intermediate
Nodes	10
Categories	Personal Productivity, AI Chatbot
Author	Samir Saci
Published	23 Mar 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/3295/3295.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

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

Download workflow JSON Original n8n.io source Personal Productivity workflows AI Chatbot workflows

Frequently asked questions

What does 🧑‍🎓 AI powered language teacher with Telegram, Google Sheet and GPT-4o do?

Tags: Productivity, Education, Learning, Language Context I’m a Supply Chain Data Scientist from Paris who lived six years in China — and yes, learning Mandarin while wor...

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.

Samir Saci

31 workflows

Nodes

n8n-nodes-base.stickynote @n8n/n8n-nodes-langchain.agent @n8n/n8n-nodes-langchain.lmchatopenai @n8n/n8n-nodes-langchain.memorybufferwindow n8n-nodes-base.telegramtrigger n8n-nodes-base.googlesheets n8n-nodes-base.aggregate n8n-nodes-base.telegram

Complexity

intermediate

Published 23 Mar 2025

Likes 0

View on n8n.io Download Workflow

Install path: /data/workflows/3295/3295.json

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🧑‍🎓 AI powered language teacher with Telegram, Google Sheet and GPT-4o

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

Context

Who is this template for?

How does it work?

What do I need to start?

Prerequisite

Next Steps

Notes

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Sticky Note3

Block 2 - AI Agent

Block 3 - OpenAI Chat Model

Block 4 - Simple Memory

Block 5 - Telegram Trigger

Block 6 - Retrive Vocabulary

Block 7 - Sticky Note1

Block 8 - Sticky Note

Block 9 - Aggregate Vocabulary Lists

Block 10 - Answer to the User

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions