Save Telegram text, voice & audio to Notion with DeepSeek & OpenAI summaries

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Important notice

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

1. Workflow Overview

Tired of manually copying and pasting Telegram messages into Notion? This n8n workflow solves that! What it does: This powerful workflow automates the process of saving your Telegram activity to No...

Best for

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

Tools used

n8n-nodes-base.telegramtrigger, @n8n/n8n-nodes-langchain.lmchatdeepseek, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.notion, n8n-nodes-base.switch, n8n-nodes-base.telegram, @n8n/n8n-nodes-langchain.openai, n8n-nodes-base.stickynote

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title: Save Telegram text, voice & audio to Notion with DeepSeek & OpenAI summaries
Workflow name: Save Telegram text, voice & audio to Notion with DeepSeek & OpenAI summaries

Tired of manually copying and pasting Telegram messages into Notion? This n8n workflow solves that!

What it does:

This powerful workflow automates the process of saving your Telegram activity to Notion. Whether it's text chats, important voice memos, or shared audio files, "TeleNotion Scribe" captures it all. But it doesn't stop there! It also leverages AI to generate clear, concise summaries of your messages, giving you instant context and saving you time.

Key Features:

Seamless Telegram Integration: Automatically triggers on new Telegram messages.
Versatile Content Capture: Saves text messages, voice notes, and audio files.
AI-Powered Summarization: Get instant summaries of your chats with advanced language models.
Notion Database Automation: Creates organized entries in your Notion database.
Customizable: Easily adapt the workflow to your specific Notion database structure.
Time-Saving: Eliminate manual data entry and streamline your workflow.
Improved Organization: Keep all your Telegram information neatly organized in Notion.

Who is this for?

Project Managers: Track team communications and decisions.
Researchers: Log observations and data from chat groups.
Note-Takers: Capture meeting discussions and action items.
Anyone who wants to save and organize their Telegram chats!

What you'll get:

The complete n8n workflow JSON file.

Stop letting valuable information slip through the cracks. Invest in "TeleNotion Scribe" and transform your Telegram chats into actionable data!

Requirements:

n8n instance (cloud or self-hosted)
Telegram API credentials
Notion API integration token
OpenAI API key
DeepSeek API key

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

Block 2 - DeepSeek Chat Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatDeepSeek - lmChatDeepSeek
Config choices: Version 1

Block 3 - AI Agent

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 1.9

Block 4 - Notion1

Type / Role: n8n-nodes-base.notion - notion
Config choices: Version 2.2

Block 5 - Switch1

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

Block 6 - Telegram

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

Block 7 - Notion

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

Block 8 - OpenAI

Type / Role: @n8n/n8n-nodes-langchain.openAi - openAi
Config choices: Version 1

Block 9 - Sticky Note1

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

Block 10 - Sticky Note2

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

Block 11 - Telegram1

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

Block 12 - Notion2

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

Block 13 - OpenAI2

Type / Role: @n8n/n8n-nodes-langchain.openAi - openAi
Config choices: Version 1

Block 14 - Sticky Note

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

Block 15 - Sticky Note3

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

Block 16 - Sticky Note4

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

Block 17 - DeepSeek Chat Model1

Type / Role: @n8n/n8n-nodes-langchain.lmChatDeepSeek - lmChatDeepSeek
Config choices: Version 1

Block 18 - AI Agent1

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 1.9

Block 19 - Notion3

Type / Role: n8n-nodes-base.notion - notion
Config choices: Version 2.2

Block 20 - DeepSeek Chat Model2

Type / Role: @n8n/n8n-nodes-langchain.lmChatDeepSeek - lmChatDeepSeek
Config choices: Version 1

Block 21 - AI Agent2

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 1.9

Block 22 - Notion4

Type / Role: n8n-nodes-base.notion - notion
Config choices: Version 2.2

3. Summary Table

Workflow	Save Telegram text, voice & audio to Notion with DeepSeek & OpenAI summaries
Complexity	advanced
Nodes	22
Categories	Personal Productivity, AI Summarization
Author	Wild Nomad
Published	18 May 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/4188/4188.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 Summarization workflows

Frequently asked questions

What does Save Telegram text, voice & audio to Notion with DeepSeek & OpenAI summaries do?

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 Summarization use case.

Wild Nomad

6 workflows

Nodes

n8n-nodes-base.telegramtrigger @n8n/n8n-nodes-langchain.lmchatdeepseek @n8n/n8n-nodes-langchain.agent n8n-nodes-base.notion n8n-nodes-base.switch n8n-nodes-base.telegram @n8n/n8n-nodes-langchain.openai n8n-nodes-base.stickynote

Complexity

advanced

Published 18 May 2025

Likes 0

View on n8n.io Download Workflow

Install path: /data/workflows/4188/4188.json

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Save Telegram text, voice & audio to Notion with DeepSeek & OpenAI summaries

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Telegram Trigger

Block 2 - DeepSeek Chat Model

Block 3 - AI Agent

Block 4 - Notion1

Block 5 - Switch1

Block 6 - Telegram

Block 7 - Notion

Block 8 - OpenAI

Block 9 - Sticky Note1

Block 10 - Sticky Note2

Block 11 - Telegram1

Block 12 - Notion2

Block 13 - OpenAI2

Block 14 - Sticky Note

Block 15 - Sticky Note3

Block 16 - Sticky Note4

Block 17 - DeepSeek Chat Model1

Block 18 - AI Agent1

Block 19 - Notion3

Block 20 - DeepSeek Chat Model2

Block 21 - AI Agent2

Block 22 - Notion4

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