# Create resume with Telegram and OpenAI: n8n workflow template

> Started by an incoming Telegram message, and works across Google Docs, Google Drive and Telegram.

Source: https://millionrounds.com/workflow/create-resume-with-telegram-and-openai (Millionrounds; every figure on the page links to its filing or article)

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

# Create resume with Telegram and OpenAI

Started by an incoming Telegram message, and works across Google Docs, Google Drive and Telegram. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 28 steps, 3 branches: 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%2Fcreate-resume-with-telegram-and-openai)

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

**3** Branches: places the flow splits

**0** Loops or waits

**3** Services it connects to

## The flow

Starts it 1 Model 9 Logic 10 Service 8

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

- 1 **Embeddings OpenAI** Embeddings Open Ai *Model*
- 2 **Recursive Character Text Splitter** Text Splitter Recursive Character Text Splitter *Model*
- 3 **Embeddings** Embeddings Open Ai *Model*
- 4 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 5 **chat trigger** Telegram trigger *Starts it*
- 6 **Postgres PGVector Store** Vector Store PGVector *Model*
- 7 **Default Data Loader** Document Default Data Loader *Model*
- 8 **Get user data** Vector Store PGVector *Model*
- 9 **AI Agent** Agent *Model*
- 10 **start command** If *Logic*
- 11 **Check If is a document** If *Logic*
- 12 **Limit to 1** Limit *Logic*
- 13 **Code in JavaScript** Code *Logic*
- 14 **Send a text message** Telegram *Service*
- 15 **Telegram get File** Telegram *Service*
- 16 **gate to only allow jd** Open Ai *Model*
- 17 **Telegram Response about Database** Telegram *Service*
- 18 **Create a document** Google Docs *Service*
- 19 **Change to application/pdf** Code *Logic*
- 20 **Switch** Switch *Logic*
- 21 **Stop and Error1** Stop And Error *Logic*
- 22 **Update a document** Google Docs *Service*
- 23 **Edit Fields** Set *Logic*
- 24 **Send a text message1** Telegram *Service*
- 25 **parse text for telegram md** Code *Logic*
- 26 **Share file** Google Drive *Service*
- 27 **Telegram Response** Telegram *Service*
- 28 **Stop and Error** Stop And Error *Logic*

## How it's built

- **Starts on:** An incoming Telegram message
- **Steps:** 28, with 3 branches
- **Size:** Large: read it before trusting it with anything live
- **Connects to:** Google Docs, Google Drive, 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 Google Docs, Google Drive 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 28 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 28 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%2Fcreate-resume-with-telegram-and-openai)
- **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.

[Google Docs](https://millionrounds.com/workflows?service=Google+Docs#library)[Google Drive](https://millionrounds.com/workflows?service=Google+Drive#library)[Telegram](https://millionrounds.com/workflows?service=Telegram#library)

## Workflows like it

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

- [**AI resume screening with OpenAI and Drive** 29 steps · calls a model · Gmail, Google Drive](https://millionrounds.com/workflow/ai-resume-screening-with-openai-and-drive)
- [**Score resumes and power HR chat insights with Google Drive** 26 steps · calls a model · Google Drive, Pinecone](https://millionrounds.com/workflow/score-resumes-and-power-hr-chat-insights-with-google-drive)
- [**Automate job search & resume matching with LinkedIn and Gemini** 25 steps · calls a model · Gmail, Google Drive](https://millionrounds.com/workflow/automate-job-search-and-resume-matching-with-linkedin-and-ge)
- [**Personal portfolio CV Rag chatbot with Gemini and Gmail** 24 steps · calls a model · Gmail, Google Drive](https://millionrounds.com/workflow/personal-portfolio-cv-rag-chatbot-with-gemini-and-gmail)
- [**Extract data from resume and create PDF with Gotenberg** 33 steps · calls a model · Telegram](https://millionrounds.com/workflow/extract-data-from-resume-and-create-pdf-with-gotenberg)
- [**Parse and normalize resume PDFs with Telegram and OpenAI** 33 steps · calls a model · Telegram](https://millionrounds.com/workflow/parse-and-normalize-resume-pdfs-with-telegram-and-openai)