Generate structured article summaries with Telegram, Claude AI & Jina Reader

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Important notice

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

1. Workflow Overview

Article summarizer bot Send any URL to your Telegram bot and get an AI summary instantly. What it does Receives URLs via Telegram Fetches clean article content (removes ads, navbars) Generates AI s...

Best for

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

Tools used

n8n-nodes-base.telegramtrigger, n8n-nodes-base.filter, n8n-nodes-base.set, n8n-nodes-base.httprequest, @n8n/n8n-nodes-langchain.chainllm, n8n-nodes-base.telegram, n8n-nodes-base.stickynote, n8n-nodes-base.googlesheets

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title: Generate structured article summaries with Telegram, Claude AI & Jina Reader
Workflow name: Generate structured article summaries with Telegram, Claude AI & Jina Reader

Article summarizer bot

Send any URL to your Telegram bot and get an AI summary instantly.

What it does

Receives URLs via Telegram
Fetches clean article content (removes ads, navbars)
Generates AI summary
Sends formatted summary back to Telegram

How to set up

Create Telegram bot
- Message @BotFather on Telegram
- Run /newbot and follow prompts
- Copy your bot token
- Add credentials to n8n
Get API keys (optional but recommended)
- Jina AI: Sign up at jina.ai/reader
- Add keys to nodes
Configure AI model and output parser format

Requirements

Telegram bot token
OpenRouter API key or any other LLM you have

How to customize

Change summary format: Edit prompt in "Summarize Article" node
Update Output Parser schema (title, tags, etc)
Save to database: Enable Google Sheets node or add Notion/Airtable
Different language: Modify prompt to force specific language

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 - After message is received

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

Block 2 - Check if URL

Type / Role: n8n-nodes-base.filter - filter
Config choices: Version 2

Block 3 - Extract URL

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 4 - Fetch Article Markdown

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.1

Block 5 - Summarize Article

Type / Role: @n8n/n8n-nodes-langchain.chainLlm - chainLlm
Config choices: Version 1.4

Block 6 - Send Summary to Telegram

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

Block 7 - Sticky Note

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

Block 8 - Save to Google Sheets

Type / Role: n8n-nodes-base.googleSheets - googleSheets
Config choices: Version 4.7

Block 9 - Output Parser

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

Block 10 - OpenRouter Chat Model

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

Block 11 - Sticky Note1

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

Block 12 - Sticky Note3

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

Block 13 - Sticky Note4

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

Block 14 - Sticky Note5

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

Block 15 - Notify an error while fetching

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

Block 16 - Notify an error while summarizing

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

3. Summary Table

Workflow	Generate structured article summaries with Telegram, Claude AI & Jina Reader
Complexity	advanced
Nodes	16
Categories	Personal Productivity, AI Summarization
Author	Dahiana
Published	13 Nov 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/10799/10799.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 Generate structured article summaries with Telegram, Claude AI & Jina Reader 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.

Dahiana

12 workflows

Nodes

n8n-nodes-base.telegramtrigger n8n-nodes-base.filter n8n-nodes-base.set n8n-nodes-base.httprequest @n8n/n8n-nodes-langchain.chainllm n8n-nodes-base.telegram n8n-nodes-base.stickynote n8n-nodes-base.googlesheets

Complexity

advanced

Published 13 Nov 2025

Likes 0

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Install path: /data/workflows/10799/10799.json

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Generate structured article summaries with Telegram, Claude AI & Jina Reader

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

Article summarizer bot

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - After message is received

Block 2 - Check if URL

Block 3 - Extract URL

Block 4 - Fetch Article Markdown

Block 5 - Summarize Article

Block 6 - Send Summary to Telegram

Block 7 - Sticky Note

Block 8 - Save to Google Sheets

Block 9 - Output Parser

Block 10 - OpenRouter Chat Model

Block 11 - Sticky Note1

Block 12 - Sticky Note3

Block 13 - Sticky Note4

Block 14 - Sticky Note5

Block 15 - Notify an error while fetching

Block 16 - Notify an error while summarizing

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