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AdvancedPremiumChatbots & Conversational AIWebhook trigger22 nodes

Power an assistant workflow: Google Sheets, Telegram & Slack

Fires the moment a webhook arrives across Google Sheets, Telegram and Slack, hands the decision to an AI agent with its own tools, then writes the result out as a file. Built for support bots, around a "Keep Valid Conversations" step, in 22 documented nodes.

Power an assistant workflow with Telegram 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. Nothing slips through the cracks.

Key benefits

  • Keeps Google Sheets and Telegram in step for support bots, without anyone re-typing a row
  • 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
  • Pinned sample data ships with it — run all 22 nodes for support bots before wiring Google Sheets

Use cases

  • Teams keeping Google Sheets and Telegram aligned by hand for support bots
  • 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
  • Support bots work where "Keep Valid Conversations" is still a manual step before Google Sheets

Integrations

Google SheetsTelegramSlackHTTP / REST APIOpenAI

Workflow preview (22 nodes)

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

On Telegram EventTelegram TriggerKeep Valid ConversationsFilterFrame the AssignmentSetCoordinator AgentAgentOpenAI Chat ModelLm Chat Open AiResearch Specialist (Su…Tool WorkflowDraft Specialist (Sub-w…Tool WorkflowEnforce Result SchemaOutput Parser StructuredUnpack SectionsSplit OutPersist Deliverable to …Google SheetsSerialize Run Output (C…Convert To FileArchive Row SnapshotGoogle SheetsEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetLoad Previous SnapshotGoogle SheetsCompute Drift vs Snapsh…CodeSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to TelegramTelegramCapture Failure ContextSetEscalate Failure to Sla…SlackPark 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.

AgentCodeConvert To FileFilterGoogle SheetsHttp RequestLm Chat Open AiOutput Parser StructuredSetSlackSplit OutTelegramTelegram TriggerTool Workflow

Agent tools included (2)

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.

  • Draft Specialist (Sub-workflow) · Another n8n workflow
  • Research Specialist (Sub-workflow) · Another n8n workflow

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.

  • Wiring an AI Agent to a chat model and a set of tools
  • Writing a system message that controls when the agent reaches for each tool
  • Giving a model a structured output parser so downstream nodes get clean fields

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.