AI SMM in Telegram: posts to X & LinkedIn from voice

# AI SMM manager in Telegram: creates and publishes posts to X and LinkedIn with approval

This automation template enables users to create high-quality social media posts for X (Twitter) and LinkedIn directly from Telegram — using text, voice messages, or documents. Leveraging an AI agent built on LangChain and Google Gemini, the system analyzes input content, stores interaction context in vector memory, generates draft posts, and waits for user confirmation before publishing.

## Who it´s for
- Marketers managing multiple social accounts via Telegram
- Business owners who want to publish posts quickly without manual editing
- SMM specialists using voice notes or PDFs as content sources
- Teams needing to retain AI interaction context across sessions

## What the automation does
- Receives incoming Telegram inputs: text, documents, voice messages
- Extracts key information via Google Gemini from any format
- Processes data through a LangChain-based AI agent for post drafting
- Asks clarifying questions when needed
- Stores context in vector memory for future interactions
- Sends drafts for user approval before posting
- Publishes only after receiving callback confirmation

## What´s included
- Ready-to-use n8n workflow
- Trigger logic for messages, documents, voice, and callback queries
- Integrations with Telegram, X (Twitter), LinkedIn, and Google Gemini API
- Basic vector store setup for agent memory
- Textual guide for setup and adaptation

## Requirements for setup
- n8n account with HTTP API access and workflow import capability
- Active accounts in Telegram, X (Twitter), LinkedIn
- Google Gemini API key
- Configured bots and posting permissions

## Benefits and outcomes
- Reduces post creation time to minutes
- Enables voice notes as content input
- Minimizes errors through multi-step review and approval
- Maintains context between sessions via vector memory
- Automates full cycle: from idea to publication
- Convenient content management via messenger
- Flexible input formats (text, audio, PDF)

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat