Publish LinkedIn & X posts with Telegram Bot, Gemini AI & Vector Memory

Open on n8n.io

$20/month : Unlimited workflows

2500 executions/month

Try free

THE #1 IN WEB SCRAPING

Scrape any website without limits

Try free

HOSTINGER

Early Deal
DISCOUNT 20%

Self-hosted n8n

Unlimited workflows - from $4.99/mo

Try free

#1 hub for scraping, AI & automation

6000+ actors - $5 credits/mo

Try free

Important notice

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

1. Workflow Overview

This workflow contains community nodes that are only compatible with the self hosted version of n8n. Overview This is a Telegram Bot capable of receiving information from the user in the form of te...

Best for

Social Media automation workflows
AI Chatbot automation workflows
advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.telegramtrigger, n8n-nodes-base.set, n8n-nodes-base.httprequest, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatgooglegemini, @n8n/n8n-nodes-langchain.embeddingsgooglegemini, n8n-nodes-base.telegram, n8n-nodes-base.twittertool

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title: Publish LinkedIn & X posts with Telegram Bot, Gemini AI & Vector Memory
Workflow name: Publish LinkedIn & X posts with Telegram Bot, Gemini AI & Vector Memory

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

Overview

This is a Telegram Bot capable of receiving information from the user in the form of text messages, voice messages, images or documents (e.g., presentations, PDFs, HTML pages), and publishing posts to the user's social platforms.

The bot always sends the user a draft of the post for verification before publishing it.

The bot saves relevant information to its long-term memory (vector store), so you don't need to repeat it in every interaction (e.g., who you are, your company, product, etc.).

This template supports creating posts in LinkedIn and X.

Setup

Requirements

To use this template your will need:

Google's AI Studio API key. Get one here: https://aistudio.google.com/app/apikey
Telegram Bot API key. You receive one when you register a new Telegram Bot via @BotFather bot in Telegram.
LinkedIn API key. Follow the instructions here to create one: https://docs.n8n.io/integrations/builtin/credentials/linkedin/
X API key. Follow the instructions here to create one: https://docs.n8n.io/integrations/builtin/credentials/twitter/

Step-by-step instruction

Import this template
Create a new Telegram Bot or get an API key for existing one.
Configre Telegram nodes with Telegram API key.
Obtain a Google's AI Studio API key. Set it in "Describe document", "Describe audio" and "Google Gemini Chat Model".
Create an API key for LinkedIn.
Create an API key for X.
Set our LinkedIn key in "Create post in LinkedIn" nodes.
Set your X key in "Create X (Twitter) post" node.

Other

Bright-colored notes in the template highlight information that needs to be set before launching the template.

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 1.2

Block 2 - Set input context

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

Block 3 - Text prompt

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

Block 4 - Document prompt

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

Block 5 - Describe audio

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 6 - Audio prompt

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

Block 7 - AI Agent

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 2

Block 8 - Google Gemini Chat Model

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

Block 9 - Embeddings Google Gemini

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

Block 10 - Send response

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

Block 11 - Create X (Twitter) post

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

Block 12 - Chat Memory Manager

Type / Role: @n8n/n8n-nodes-langchain.memoryManager - memoryManager
Config choices: Version 1.1

Block 13 - If

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

Block 14 - Error

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

Block 15 - Success

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

Block 16 - Simple Memory

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

Block 17 - Split Out

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

Block 18 - Sticky Note

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

Block 19 - Sticky Note1

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

Block 20 - Sticky Note2

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

Block 21 - Sticky Note3

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

Block 22 - Split agent's response

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

Block 23 - Sticky Note4

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

Block 24 - Input type switch

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

Showing the first 24 of 36 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow	Publish LinkedIn & X posts with Telegram Bot, Gemini AI & Vector Memory
Complexity	advanced
Nodes	36
Categories	Social Media, AI Chatbot
Author	Gregory
Published	18 Jul 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/6148/6148.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 Social Media workflows AI Chatbot workflows

Frequently asked questions

What does Publish LinkedIn & X posts with Telegram Bot, Gemini AI & Vector Memory 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 Social Media, AI Chatbot use case.

Gregory

3 workflows

Nodes

n8n-nodes-base.telegramtrigger n8n-nodes-base.set n8n-nodes-base.httprequest @n8n/n8n-nodes-langchain.agent @n8n/n8n-nodes-langchain.lmchatgooglegemini @n8n/n8n-nodes-langchain.embeddingsgooglegemini n8n-nodes-base.telegram n8n-nodes-base.twittertool

Complexity

advanced

Published 18 Jul 2025

Likes 0

View on n8n.io Download Workflow

Install path: /data/workflows/6148/6148.json

Share Your Workflow

Have a useful automation to share? Publish it and help the community.

Submit Your Template How to Submit

Related Workflows

Promote YouTube uploads to social channels with DeepSeek and Posta

## Quick overview This workflow fetches the latest video from a YouTube channel feed, generates platform-specific promo captions with DeepSeek, and creates draft promotion posts in Posta for active social media accounts. You can automatically promote your videos to all your social media. Add a "publish" at the end for auto-post. ## How it works 1. Runs manually when you click “Execute workflow”. 2. Fetches your YouTube channel RSS feed over HTTP, parses the XML, and extracts the latest video’s title, description, thumbnail URL, and link. 3. Downloads the video thumbnail and uploads it to Posta to create a reusable media asset. 4. Retrieves your social accounts from Posta, keeps only active accounts, and de-duplicates them to one account per platform. 5. Combines the latest video data with each target platform and asks DeepSeek (via an n8n LangChain LLM chain) to write a tailored promotional caption per platform. 6. Tags each generated caption with its platform and merges it back to the matching Posta social account. 7. Creates a draft Posta post per selected account, attaching the uploaded thumbnail and the platform-specific caption and video link. 8. (Optional) Add a "publish a post" at the end to automatically post to the social media channels (If you are feeling brave and trust the LLM), ## Setup 1. Add a Posta API credential and select it in the Posta nodes that list accounts, upload media, and create posts. 2. Add a DeepSeek API credential and select it in the DeepSeek Chat Model node. 3. Update the YouTube channel feed URL (channel_id) in the HTTP request that downloads the YouTube feed. 4. Review your Posta social accounts to ensure the intended accounts are marked active and have the correct platform values for de-duplication. ## Additional info Video explanation: https://youtu.be/tTWaYb71YyA

View

Post scheduled Threads updates from Google Sheets with error tracking

## Quick overview This workflow runs hourly to read the next pending post from Google Sheets, publishes it to Threads via the Threads Graph API, and then updates the sheet with published or failed status plus timestamps and error details. ## How it works 1. Runs every hour on a schedule. 2. Reads the first row in Google Sheets where the status column equals pending. 3. Retrieves the authenticated Threads account’s user ID from the Threads Graph API. 4. Creates a Threads text post container using the content from the pending Google Sheets row. 5. Publishes the post to Threads and updates the same Google Sheets row as published with posted_at and updated_at timestamps. 6. If any Threads API call fails, records the error message and marks the corresponding Google Sheets row as failed with an updated_at timestamp. ## Setup 1. Create a Meta app and generate a Threads access token, then add it to an HTTP Header Auth credential used for the Threads Graph API requests. 2. Set up a Google Sheets Service Account credential in n8n and share your target spreadsheet with the service account email. 3. Replace the placeholder Google Sheet ID in all Google Sheets nodes and confirm the sheet name is Sheet1 (or update it to match your sheet). 4. Ensure your sheet has the required columns (row_number, content, status, posted_at, updated_at, error_message) and set status to pending for posts you want published.

View

Send a daily product newsletter with Google Sheets and Gmail

## Quick Overview This workflow runs daily at 08:00, pulls products scheduled for today from Google Sheets, generates an HTML newsletter email, and sends it to each subscriber via Gmail. ## How it works 1. Runs every day at 08:00 on a schedule. 2. Reads all rows from the `newsletter_products` sheet in Google Sheets. 3. Keeps only products whose `send_date` matches today’s date and stops if none are found. 4. Builds an HTML email and subject line containing a card for each product (image, description, and optional referral link). 5. Reads the subscriber list from the `newsletter_recipients` sheet in Google Sheets. 6. Sends the generated newsletter to each recipient individually using Gmail. ## Setup 1. Create or copy a Google Sheets document with `newsletter_products` (including a `send_date` column) and `newsletter_recipients` (including an `email` column). 2. Add a Google Sheets OAuth2 credential in n8n and paste your Google Sheet ID into the Config step. 3. Add a Gmail OAuth2 credential and confirm the sender mailbox to use for sending the newsletter. 4. Add products and recipients to the sheet, run a test execution, and adjust the schedule/timezone if needed before activating.

View

Need Custom Automation?

Get help designing a custom n8n workflow that connects your stack and fits your process.

Publish LinkedIn & X posts with Telegram Bot, Gemini AI & Vector Memory

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

Overview

Setup

Requirements

Step-by-step instruction

Other

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Telegram Trigger

Block 2 - Set input context

Block 3 - Text prompt

Block 4 - Document prompt

Block 5 - Describe audio

Block 6 - Audio prompt

Block 7 - AI Agent

Block 8 - Google Gemini Chat Model

Block 9 - Embeddings Google Gemini

Block 10 - Send response

Block 11 - Create X (Twitter) post

Block 12 - Chat Memory Manager

Block 13 - If

Block 14 - Error

Block 15 - Success

Block 16 - Simple Memory

Block 17 - Split Out

Block 18 - Sticky Note

Block 19 - Sticky Note1

Block 20 - Sticky Note2

Block 21 - Sticky Note3

Block 22 - Split agent's response

Block 23 - Sticky Note4

Block 24 - Input type switch

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