# AI-powered language and coding tutor with OpenAI and Airtable: n8n workflow

> Started by an incoming Telegram message, and works across Airtable and Telegram. It puts OpenAI behind a retrieval step, so answers are drawn from documents...

Source: https://millionrounds.com/workflow/ai-powered-language-and-coding-tutor-with-openai-and-airtabl (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Chat assistants](https://millionrounds.com/workflows?category=Chat+assistants#library)

# AI-powered language and coding tutor with OpenAI and Airtable

Started by an incoming Telegram message, and works across Airtable and Telegram. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 56 steps: large, and worth reading before you trust it with anything live.

Large Calls a model: OpenAI Retrieval

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fai-powered-language-and-coding-tutor-with-openai-and-airtabl)

**56 steps** Large: read it before trusting it with anything live

**0** Branches: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Starts it 5 Model 22 Service 29

The steps in the order they run, from what starts it.

- 1 **Airtable** Airtable Tool *Service*
- 2 **Airtable2** Airtable Tool *Service*
- 3 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 4 **Telegram Trigger** Telegram trigger *Starts it*
- 5 **Simple Memory** Memory Buffer Window *Model*
- 6 **Structured Output Parser** Output Parser Structured *Model*
- 7 **Airtable6** Airtable Tool *Service*
- 8 **Airtable7** Airtable Tool *Service*
- 9 **OpenAI Chat Model1** Lm Chat Open Ai *Model*
- 10 **Structured Output Parser1** Output Parser Structured *Model*
- 11 **Schedule Trigger** Schedule trigger *Starts it*
- 12 **Airtable12** Airtable Tool *Service*
- 13 **Airtable13** Airtable Tool *Service*
- 14 **OpenAI Chat Model2** Lm Chat Open Ai *Model*
- 15 **Simple Memory2** Memory Buffer Window *Model*
- 16 **Structured Output Parser2** Output Parser Structured *Model*
- 17 **Schedule Trigger1** Schedule trigger *Starts it*
- 18 **Airtable18** Airtable Tool *Service*
- 19 **Airtable19** Airtable Tool *Service*
- 20 **OpenAI Chat Model3** Lm Chat Open Ai *Model*
- 21 **Airtable20** Airtable Tool *Service*
- 22 **Airtable22** Airtable Tool *Service*
- 23 **OpenAI Chat Model4** Lm Chat Open Ai *Model*
- 24 **Structured Output Parser4** Output Parser Structured *Model*
- 25 **Schedule Trigger3** Schedule trigger *Starts it*
- 26 **Telegram Trigger1** Telegram trigger *Starts it*
- 27 **Structured Output Parser3** Output Parser Structured *Model*
- 28 **AI Agent** Agent *Model*
- 29 **AI Agent1** Agent *Model*
- 30 **AI Agent2** Agent *Model*
- 31 **AI Agent3** Agent *Model*
- 32 **AI Agent4** Agent *Model*
- 33 **Airtable1** Airtable *Service*
- 34 **Airtable8** Airtable *Service*
- 35 **Airtable14** Airtable *Service*
- 36 **Airtable21** Airtable *Service*
- 37 **Airtable23** Airtable *Service*
- 38 **Airtable3** Airtable *Service*
- 39 **Airtable9** Airtable *Service*
- 40 **Airtable15** Airtable *Service*
- 41 **OpenAI3** Open Ai *Model*
- 42 **OpenAI4** Open Ai *Model*
- 43 **Airtable4** Airtable *Service*
- 44 **Airtable10** Airtable *Service*
- 45 **Airtable16** Airtable *Service*
- 46 **Telegram3** Telegram *Service*
- 47 **Telegram4** Telegram *Service*
- 48 **Airtable5** Airtable *Service*
- 49 **Airtable11** Airtable *Service*
- 50 **Airtable17** Airtable *Service*
- 51 **OpenAI** Open Ai *Model*
- 52 **OpenAI1** Open Ai *Model*
- 53 **OpenAI2** Open Ai *Model*
- 54 **Telegram** Telegram *Service*
- 55 **Telegram1** Telegram *Service*
- 56 **Telegram2** Telegram *Service*

## How it's built

- **Starts on:** An incoming Telegram message
- **Steps:** 56
- **Size:** Large: read it before trusting it with anything live
- **Connects to:** Airtable, Telegram
- **Model:** OpenAI
- **Retrieval:** Answers are drawn from documents you supply, not from the model alone

## Questions

What does it need to run?

An n8n account, plus your own Airtable and Telegram accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an incoming Telegram message.

Does it use AI?

Yes. It calls OpenAI. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 56 steps it is large: read it before trusting it with anything live.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

**Before you run it**

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 56 steps before you point it at anything that matters.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fai-powered-language-and-coding-tutor-with-openai-and-airtabl)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Airtable](https://millionrounds.com/workflows?service=Airtable#library)[Telegram](https://millionrounds.com/workflows?service=Telegram#library)

## Workflows like it

Also chat assistants, with the same services where possible, closest in size first.

- [**Generate 24s engaging conspiracy doc reels with DeepSeek** 62 steps · calls a model · Google Cloud Storage, Telegram](https://millionrounds.com/workflow/generate-24s-engaging-conspiracy-doc-reels-with-deepseek)
- [**Run AI employee onboarding with Groq and Google Workspace** 62 steps · calls a model · Gmail, Google Drive](https://millionrounds.com/workflow/run-ai-employee-onboarding-with-groq-and-google-workspace)
- [**Telegram bot for crypto exchange trading with OKX** 46 steps · calls a model · Telegram](https://millionrounds.com/workflow/telegram-bot-for-crypto-exchange-trading-with-okx)
- [**AI advanced automation agent with Azure OpenAI and Gmail** 45 steps · calls a model · Gmail, Telegram](https://millionrounds.com/workflow/ai-advanced-automation-agent-with-azure-openai-and-gmail)
- [**Smart kitchen & inventory assistant with OpenAI** 43 steps · calls a model · Google Sheets, Telegram](https://millionrounds.com/workflow/smart-kitchen-and-inventory-assistant-with-openai)
- [**Attendance system with OpenAI and Google Sheets** 41 steps · calls a model · Google Sheets, Telegram](https://millionrounds.com/workflow/attendance-system-with-openai-and-google-sheets)