How to create an AI bot in Telegram
Learn how to create an AI chatbot for Telegram with our easy-to-follow guide. Ideal for users who are interested in exploring the realm of bot development without coding.
Back to Integrations 
DeepSeek Chat Model and Telegram integration
Save yourself the work of writing custom integrations for DeepSeek Chat Model and Telegram and use n8n instead. Build adaptable and scalable AI, Langchain, Communication, and HITL workflows that work with your technology stack. All within a building experience you will love.
How to connect DeepSeek Chat Model and Telegram
- Step 1: Create a new workflow
- Step 2: Add and configure nodes
- Step 3: Connect
- Step 4: Customize and extend your integration
- Step 5: Test and activate your workflow
Step 1: Create a new workflow and add the first step
In n8n, click the "Add workflow" button in the Workflows tab to create a new workflow. Add the starting point – a trigger on when your workflow should run: an app event, a schedule, a webhook call, another workflow, an AI chat, or a manual trigger. Sometimes, the HTTP Request node might already serve as your starting point.
Step 2: Add and configure DeepSeek Chat Model and Telegram nodes
You can find DeepSeek Chat Model and Telegram in the nodes panel. Drag them onto your workflow canvas, selecting their actions. Click each node, choose a credential, and authenticate to grant n8n access. Configure DeepSeek Chat Model and Telegram nodes one by one: input data on the left, parameters in the middle, and output data on the right.
Step 3: Connect DeepSeek Chat Model and Telegram
A connection establishes a link between DeepSeek Chat Model and Telegram (or vice versa) to route data through the workflow. Data flows from the output of one node to the input of another. You can have single or multiple connections for each node.
Step 4: Customize and extend your DeepSeek Chat Model and Telegram integration
Use n8n's core nodes such as If, Split Out, Merge, and others to transform and manipulate data. Write custom JavaScript or Python in the Code node and run it as a step in your workflow. Connect DeepSeek Chat Model and Telegram with any of n8n’s 1000+ integrations, and incorporate advanced AI logic into your workflows.
Step 5: Test and activate your DeepSeek Chat Model and Telegram workflow
Save and run the workflow to see if everything works as expected. Based on your configuration, data should flow from DeepSeek Chat Model to Telegram or vice versa. Easily debug your workflow: you can check past executions to isolate and fix the mistake. Once you've tested everything, make sure to save your workflow and activate it.
Popular DeepSeek Chat Model and Telegram workflows
+13
🤖 AI content generation for Auto Service 🚘 Automate your social media📲!
Who Is This For?
🚘This workflow is designed for auto service / car repair businesses looking to streamline their social media marketing with Ai tools and automation via n8n.
Whether you’re a small garage owner, a car repair shop, an automotive specialist or automechanic - this tool helps you maintain an active online presence without spending hours creating content.
💪🏼 Though this template is set up for Auto Service daily content uploads, but the underlying logic is universal. You can easily adapt it for any niche by editing prompts, adding nodes, and creating or uploading a variety of content to any platform. You can use any LLM and generative AI of your choice. Personally, I prefer the smooth and effective results from ChatGPT 4.1 combined with GPT Image 1. But you can generate videos instead of images for your posts as well 😉
What Problem Is This Workflow Solving?
🤦♂️ Many auto service businesses struggle with consistently posting engaging content due to time constraints or lack of marketing expertise.
💎This workflow solves that by automating the content creation and posting process, ensuring your social media channels stay fresh and active, ultimately attracting more customers.
What This Workflow Does:
Generates daily social media posts tailored specifically to the auto service niche using AI.
Allows easy customization of post and image prompts.
Integrates research links through the Tavily Internet Search tool for relevant content.
Supports starting posts based on reference article links via Google Sheets.
Automatically publishes posts to your connected social media platforms.
Enables scheduled or trigger-based posting for maximum flexibility.
How It Works?
Easy, actually ☺️
AI creates daily social media content made just for Auto Service. You can simply edit prompts for both posts and images, set up news or articles research links via the Tavily Internet Search tool. You can also start the workflow with a reference article link through Google Sheets.
🎯 Consistently posting relevant and actual niche content helps attract new customers, all while leveraging AI and n8n tools to keep the process seamless and cost-effective.
Set Up Steps:
I kept it quick and simple for you ✨
If you’re happy with the current LLM and image model configurations, just connect your OpenAI API credentials to enable AI content generation.
Link your social media accounts (Facebook, Telegram, X, etc.) for autoposting.
Optionally connect Google Sheets if you want to trigger posts based on sheet updates with reference links.
Customize prompts as needed to match your brand voice, style and marketing tasks.
Choose between:
1) Scheduled automatic generation and posting at the same time as socials algorythms like it.
2) Google Sheets trigger with reference.
3) Manual start.
How to Customize This Workflow to Your Needs?
Switch AI models and edit prompts to better reflect your specific services or promotions.
Add or modify research links in Tavily to keep your posts timely and relevant.
Adjust posting schedules to match peak engagement times for your audience.
Expand or reduce the number of social platforms integrated depending on your marketing strategy.
Use Google Sheets to batch upload ideas or curate specific content topics.
After adjusting a few settings, activate the workflow and let it run.
🤖 The system will then automatically publish your content across your selected social platforms — saving you time and effort.
📌 You’ll find more detailed tips and additional ai models for customizing ai generation process inside the workflow via sticky notes.
💬 Need help? For additional guidance, feel free to message me — here’s my profile in the n8n community for direct contact 👈 click!
AI Research Assistant via Telegram (GPT-4o mini + DeepSeek R1 + SerpAPI)
AI Research Assistant via Telegram (GPT-4o mini + DeepSeek R1 + SerpAPI)
👥 Who’s it for
This workflow is perfect for anyone who wants to receive AI-powered research summaries directly on Telegram. Ideal for people asking frequent product, tech, or decision-making questions and want up-to-date answers sourced from the web.
🤖 What it does
Users send a question via Telegram. An AI agent (DeepSeek R1) reformulates and understands the intent, while a second agent (GPT-4o mini) performs live research using SerpAPI. The most relevant answers, including links and images, are delivered back via Telegram.
⚙️ How it works
📲 Telegram Trigger – Starts when a user sends a message to your Telegram bot.
🧠 DeepSeek R1 Agent – Understands, clarifies, or reformulates the user query.
🧠 Research AI Agent (GPT-4o mini + SerpAPI) – Searches the web and summarizes the best results.
📤 Send Telegram Message – Sends the response back to the same user.
📋 Requirements
Telegram bot (via BotFather) with API token set in n8n credentials
OpenAI account with API key and balance for GPT-4o mini
SerpAPI account (100 free searches/month) with API key
DeepSeek account with API key and balance
🛠️ How to set up
Create your Telegram bot using BotFather and connect it using the Telegram Trigger node
Set up DeepSeek credentials and add a Chat Model AI Agent node using DeepSeek R1 to reformulate the user’s question
Set up OpenAI credentials and add a second ChatGPT AI Agent node using GPT-4o mini
In the GPT-4o node, enable the SerpAPI Tool and add your SerpAPI API key
Pass the reformulated question from DeepSeek to the GPT-4o agent for live search and summarization
Format the response (text, links, optional images)
Send the final reply to the user using the Telegram Send Message node
Ensure your n8n instance is publicly accessible
Test the workflow by sending a message to your Telegram bot ✅
+18
💅 AI Agents Generate Content & Automate Posting for Beauty Salon Social Media 📲
💅 AI Agents Generate Content & Automate Posting for Beauty Salon Social Media 📲
Who Is This For?
This workflow is for beauty salons who want consistent, high‑quality social media content without writing every post manually.
It also suits agencies and automation builders who manage multiple beauty brands and want a reusable, AI‑driven posting system they can adapt per client.
What Problem Is This Workflow Solving?
Many beauty businesses struggle to post regularly because research, copywriting, and design all take time and marketing skills.
This workflow automates research, writing, image creation, and posting, so your channels stay active and relevant while you focus on clients and services.
What This Workflow Does
Generates short, engaging posts tailored to a beauty‑salon audience (hair, nails, skincare, make‑up, self‑care) using an AI agent.
Uses Tavily Internet Search to pull up‑to‑date information and trends based on a reference link or topic.
Turns each post into a detailed, photorealistic image prompt and creates a matching visual with an AI image model (for example, gpt‑image‑1 or other connected providers).
Automatically sends the final text and image to Telegram, and can be extended to other social platforms from the Split Out node.
How It Works
Trigger the workflow
Scheduled automatic generation:** Run the parent workflow on a schedule (for example, once per day at 9 AM) to publish new content regularly.
Google Sheets trigger:** Generate content when a new row with a reference link or topic is added to your sheet. Use it when you manage ideas or briefs in Google Sheets and want the workflow to react as soon as a new idea appears.
RSS Feed trigger:** Start the workflow when new items appear in a selected RSS feed. Ideal for turning fresh blog posts, news, or industry updates into social media content or automated summaries.
Meta (Facebook/Instagram) webhook:** Use the Meta Reference trigger to fire the workflow on incoming webhooks from Meta (for example, new comments, messages, or events). Helpful when you want to auto‑respond, log activity, or generate follow‑up content from Meta activity.
Airtable trigger:** Start the workflow when records in a selected Airtable base/table change (for example, a new idea, brief, or status update), so your posts react instantly to updates in your Airtable content board.
Postgres trigger:** Fire the workflow when new rows are inserted or existing rows are updated in a connected PostgreSQL table, letting you drive content generation from events in your app database or Supabase‑style back end.
Manual start:* Hit Execute workflow* whenever you want to spin up a batch of posts on demand, test new prompt settings, or debug the flow step by step.
Research and generate copy
The GENERATE TEXT agent calls Tavily to gather fresh information on the topic.
It writes a post under 1024 characters with a hook, practical tips, relevant hashtags, and a closing line with your salon address and contact.
Create the visual
The GENERATE PROMPT agent converts the post into a single, clear description of the scene (client, service, salon interior, lighting, mood) with a strict “no text on image” rule.
An image model such as gpt‑image‑1 or one of the HTTP image APIs renders a matching beauty visual.
Distribute the content
The Split Out node fans out the result so Telegram receives a photo post with the generated caption.
Additional social or content nodes (for example Facebook, LinkedIn, X, template tools) can be wired after this step for multi‑channel posting.
How to Customize This Workflow to Your Needs
Brand voice**
Edit the system message in the GENERATE TEXT node to adjust tone (luxury, friendly, clinical, playful), language, services, and city.
Update the final address and phone line to match your salon details.
Topics and triggers**
Point the Google Sheets Trigger to your own document ID, sheet, and columns for ideas, links, or campaign themes.
Use the Schedule Trigger for fully automatic posting or rely on the Manual Trigger for controlled, batch generation sessions.
Models and providers**
Swap GPT‑5 llm and the default image model for alternatives such as Mistral, Gemini, Anthropic, DeepSeek, or custom HTTP image APIs by enabling the corresponding nodes and adding credentials.
Channels and outputs**
Connect or remove social nodes after Split Out depending on which platforms you actively use.
Add extra processing steps (for example resizing images or adding UTM parameters) before each channel if needed.
Visual style**
Tweak the GENERATE PROMPT instructions to control composition (close‑up vs. full‑body), color palette, lighting, and overall salon aesthetic, while keeping the constraint of no text or logos in the image.
Transcribe & Summarize Telegram Voice Notes with OpenAI and DeepSeek Chat to Google Docs
This workflow automates the process of transcribing voice notes from Telegram and then summarizing them, finally saving both the transcript and the summary to Google Drive.
Here's a step-by-step breakdown of what the workflow does:
Triggered by Telegram Message:** The workflow starts when a new message is received on Telegram.
Get Audio File from Telegram:** It then retrieves the audio file from the Telegram message.
Transcribe Audio with OpenAI:** The audio file is sent to OpenAI for transcription.
Save Transcript to Google Drive:** The generated transcript is saved as a new Google Doc in a designated "N8N Transcribes" folder within Google Drive. The document is named after the original audio file.
Summarize Transcript with AI:** The transcript is then sent to an AI agent (which uses DeepSeek Chat Model 1 as its language model) to generate a summary description. The prompt instructs the AI to create a plain text summary suitable for a report to a supervisor, expanding on the title and avoiding rich text formatting.
Save Summary to Google Drive:** Finally, the generated summary is saved as a new Google Doc in a "N8N Summaries" folder in Google Drive, also named after the original audio file.
+19
💾 Generate Blog Posts on Autopilot with GPT‑5, Tavily and WordPress
Who Is This For?
This workflow is designed for marketers, content creators, agencies, and solo founders who want to publish long‑form posts with visuals on autopilot using n8n and AI agents.
Whether you run a blog, SaaS, personal brand, newsletter, or client accounts, this tool helps you keep a consistent content pipeline without manually writing every article, creating images, and posting to each platform one by one.
💪🏼 While the template is wired around classic blog + social media distribution, the underlying logic is universal. You can easily adapt it to any niche by editing prompts, swapping models, and re‑wiring nodes. You can plug in any LLM you like, from ChatGPT to Claude, Gemini, Mistral, DeepSeek, OpenRouter, or even local models through Ollama.
What Problem Is This Workflow Solving?
🤯 Most teams waste hours on the same repetitive loop: research a topic, gather links, write a blog post, craft social captions, generate visuals, upload everything to multiple platforms, and archive assets.
💎 This workflow solves that by automating the full content chain—from research and blog‑post generation to image creation, publishing across channels, and logging everything in your content database—so your feeds stay active while you focus on strategy, not busywork.
What This Workflow Does
✨ Generates in‑depth blog posts tailored to your topic and target audience, enriched with fresh references from the web via Tavily/SerpAPI search tools.
✨ Creates an image prompt and title from the article, generates the visual with OpenAI Images (gpt-image-1), and converts it into a ready‑to‑use image file.
✨ Automatically publishes content to your connected platforms (WordPress for blog posts, Telegram, X/Twitter, Facebook, LinkedIn) while saving images to Google Drive and logging each publication in Google Sheets for tracking.
How It Works?
Surprisingly simple ☺️
The workflow is triggered by another n8n workflow or by one of several triggers (Facebook, RSS, Google Sheets, Airtable, Postgres) that pass in the blogTopic, targetAudience, and Telegram chatID.
The Blog Post Agent (LLM with access to Tavily/SerpAPI) researches the topic, writes a structured article for the specified audience, and sends its output to the Image Prompt Agent, which turns the content into a visual prompt and title.
🎯 The end result: you provide a topic, run the workflow, and receive a complete blog post, matching image, and ready‑made social posts shipped directly to your channels and archives—no manual copy‑paste.
How to Customize This Workflow to Your Needs
🎨 Switch AI models and fine‑tune prompts so the agent can handle your exact formats: tutorials, case studies, listicles, product updates, thought‑leadership pieces, or campaign landing posts.
🔍 Refine research sources inside Tavily/SerpAPI to prioritize the domains, blogs, and docs your audience trusts, keeping posts accurate and up to date.
⏰ Adjust posting cadence and schedules to align with peak engagement for your audience, mixing automated slots with manual “launch” runs for special announcements.
📱 Expand or trim channels as needed: keep just WordPress + LinkedIn, add Telegram as a content feed, or plug the workflow into additional automations like email campaigns or RSS feeds.
📊 Use Google Sheets as your content hub to store ideas, angles, CTAs, references, and performance notes so you can double‑down on topics and formats that perform best.
🎬 Swap images for video by replacing the image generation node with video tools (for example, Runway‑style APIs) if your strategy is video‑first while keeping the same prompt pipeline.
💾 Build a reusable prompt library in Sheets, Notion, or Airtable so you can rotate proven prompt patterns each month and keep quality high without reinventing the wheel.
🤖 The system will continuously generate blog posts, visuals, and social updates and publish them across your selected platforms while archiving everything in Drive and Sheets—keeping your brand visible, consistent, and professional with minimal ongoing effort.
Transcribe Telegram Voice Notes to Google Docs with OpenAI & DeepSeek Summaries
This n8n workflow automates the process of transcribing a voice message received via Telegram, summarizing the transcription using an AI model, and then saving both the transcription and the summary to separate Google Docs in Google Drive.
Here's a breakdown of the workflow:
Telegram Trigger**: The workflow is initiated when a new message is received on Telegram.
Telegram Node**: It retrieves the voice message file from Telegram using the file_id from the incoming message.
OpenAI Node**: The retrieved voice file is then sent to OpenAI for transcription.
Google Drive (for Transcription)**: The transcribed text is saved as a new Google Doc with the current time as its name in a Google Drive folder named "N8N Transcribes".
AI Agent: The transcribed text is sent to an AI Agent (connected to a DeepSeek Chat Model) to generate a plain text summary. The prompt for the summary is set to "Generate A summary description from this Telegram message. Don't use * or anything that emulates rich text. The description should be in plain text Expand on the title so that the description can be used in a report to my supervisor. Only provide one summary. Do not label it *Summary*, I already know it's a summary. Thanks.:{{ $json.text }}".
Google Drive (for Summary)**: The generated summary is then saved as a new Google Doc with the current time as its name in a Google Drive folder named "N8N Summaries".
In essence, this workflow allows users to send a voice message to a Telegram bot, and automatically get both a transcription and a summary of that message saved as separate documents in their Google Drive.
Load More Workflows
Build your own DeepSeek Chat Model and Telegram integration
Create custom DeepSeek Chat Model and Telegram workflows by choosing triggers and actions. Nodes come with global operations and settings, as well as app-specific parameters that can be configured. You can also use the HTTP Request node to query data from any app or service with a REST API.
DeepSeek Chat Model and Telegram integration details
Other integrations with Telegram
DeepSeek Chat Model and Telegram integration tutorials
How to build a multilingual Telegram bot with low code
Learn how to build a multilingual bot for Telegram with a few lines of JavaScript code, a NocoDB database, and conditional logic in an automated workflow.
Create a toxic language detector for Telegram in 4 steps
Leverage the power of automation and machine learning to enable kinder online discussions.
6 e-commerce workflows to power up your Shopify store
Want to power up your online business and win back time? Discover how no-code workflow automation can help!
How to automate your reading habit just in time for World Poetry Day
Learn how to create a no-code workflow that gets international poems, translates them into one language, and sends you a poem in Telegram every day.
Using automation to boost productivity in the workplace
Instead of using IFTTT or Zapier, which can be pretty limiting on a free tier, I decided to try n8n, which is a fair-code licensed tool.
Load More
FAQs
Can DeepSeek Chat Model connect with Telegram?
Can I use DeepSeek Chat Model’s API with n8n?
Can I use Telegram’s API with n8n?
Is n8n secure for integrating DeepSeek Chat Model and Telegram?
How to get started with DeepSeek Chat Model and Telegram integration in n8n.io?
Need help setting up your DeepSeek Chat Model and Telegram integration?
Discover our latest community's recommendations and join the discussions about DeepSeek Chat Model and Telegram integration.
Telegram Node Error connect ETIMEDOUT
Trigi Digital
Describe the problem/error/question
I haved 2 n8n installation with same web server and config (Nothing different from firewall etc):
n8n version 1.42.1 > No problem
n8n version 1.46.0 > Upgrade from 1.44.1 and this is…
Looking to integrate DeepSeek Chat Model and Telegram in your company?
Over 3000 companies switch to n8n every single week
Why use n8n to integrate DeepSeek Chat Model with Telegram
Build complex workflows, really fast
