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ExpertPremiumChatbots & Conversational AIWebhook trigger22 nodes

Power an assistant workflow with Google Sheets, Telegram and Slack

Fires the moment a webhook arrives across Google Sheets, Telegram and Slack, looks the answer up in a vector store, then hands the decision to an AI agent. Built for support bots, around a "Stamp & Shape Conversation" step, in 22 documented nodes.

Power an assistant workflow with Telegram 24/7 for Support Bots. An original, ready-to-import n8n workflow built around the 'AI Agent' pattern for customer support. It fires on a webhook and orchestrates 22 nodes across Google Sheets, Telegram, Slack. It uses n8n's LangChain AI nodes (Agent/Chain + chat model). Retry-on-fail is enabled on external calls. Import the JSON, add your credentials, and adapt the parameters. The result is a hands-off process that just works.

Key benefits

  • Keeps Google Sheets and Telegram in step for support bots, without anyone re-typing a row
  • Safe to re-run: records already in Google Sheets or Telegram are skipped, across all 22 nodes of this support-bots build
  • A failed Google Sheets or Telegram call is retried rather than dropped, at any of the 22 nodes in this support-bots build
  • The support-bots AI step is isolated from Google Sheets, so models swap without touching the other 22 nodes
  • Fans the same result out to Slack in the same run, for support bots

Use cases

  • Teams keeping Google Sheets and Telegram aligned by hand for support bots
  • Answering support-bots questions from your own indexed documents, then replying in Google Sheets
  • Support bots work that needs a judgement call per item before it reaches Google Sheets
  • Pushing support-bots events into Google Sheets and Telegram the moment they land, not on the next poll

Integrations

Google SheetsTelegramSlackHTTP / REST APIGroq

Workflow preview (22 nodes)

The template's actual node layout and connections. Node parameters and credential slots unlock with the download.

Receive Inbound WebhookWebhookStamp & Shape Conversat…SetPayload Valid?IfRecord Rejected InputGoogle SheetsAnswer from Knowledge B…AgentGroq Chat ModelLm Chat GroqKnowledge Base RetrieverVector Store QdrantQuery EmbeddingsEmbeddings Open AiGrounded Answer Found?IfReturn Answer (HTTP 200)Respond To WebhookLog Knowledge GapGoogle SheetsFlag Gap to KB OwnersTelegramFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Tel…TelegramPark in Dead-Letter Que…Google Sheets

What's inside (22 nodes)

A look at the node types this workflow uses. No purchase required — full parameters and credentials are yours after you buy.

AgentCodeEmbeddings Open AiGoogle SheetsHttp RequestIfLm Chat GroqRemove DuplicatesRespond To WebhookSetSlackTelegramVector Store QdrantWebhook

Agent tools included (1)

An AI Agent is only as capable as the tools wired into it. These are read from the template's own graph — every one is a real node in the file you download.

  • Knowledge Base Retriever · Vector Store Qdrant

This agent runs without conversation memory - each run starts from the incoming request.

From download to running in 3 steps

  1. 1
    Import. In n8n, open Workflows → menu → “Import from File” and pick the downloaded JSON.
  2. 2
    Connect. Add your own credentials on the app nodes - n8n highlights exactly which ones need them.
  3. 3
    Activate. Run it once to test, then toggle Active. The automation is live.

What you'll learn

Production level

Production-grade: idempotency, dead-letter handling, and reconciliation included.

  • Moving data between Google Sheets, Telegram and Slack in a single run
  • Adding retries and an explicit error path to external calls
  • Testing against pinned sample data before connecting anything real

Every node carries its own documentation on the canvas, plus notes explaining why the architecture was built this way, a credential setup guide, troubleshooting, and three practice exercises. Sample data comes pinned to the trigger, so you can hit Execute and watch data flow before connecting a single account.

Common questions

What exactly do I get?

The complete, ready-to-import n8n workflow as a JSON file, delivered instantly after payment. Import it into your own n8n (cloud or self-hosted), add your credentials, and it runs.

How do I import it into n8n?

In n8n, open Workflows, click the three-dot menu, choose “Import from File”, and select the downloaded JSON. Then connect your own app credentials on the highlighted nodes.

Do I need anything else for it to work?

You need your own n8n instance and accounts/credentials for the apps this workflow connects to (Google Sheets, Telegram, Slack, HTTP / REST API). No coding is required.

What if it doesn't work for me?

If the file is faulty, won't import, or isn't as described, contact us within 7 days and we'll fix it or refund you - see our refund policy.

Can I modify or resell it?

You can freely adapt and use it in your own or your clients' projects. Reselling or redistributing the template file itself is not permitted.

Original n8n workflow template created and owned by WorkflowCrate. After purchase you receive the ready-to-import JSON file and a license to use and adapt it in your own projects.