Build an AI Agent that will answer product questions in n8n with a Telegram Alert

An n8n workflow that fires when a question arrives via webhook from your site chat, then an AI agent pulls the relevant policy or spec and replies accurately — giving you instant, accurate answers grounded in your content. No code: import the JSON, connect your apps, and it runs 24/7.

difficulty Advancedsetup 40 minresult Instant, accurate answers grounded in your content
  1. 1

    Trigger when a question arrives via webhook from your site chat

    A Webhook Trigger starts the workflow the moment a question arrives via webhook from your site chat.

  2. 2

    Retrieve the right context

    A Vector Store node (Pinecone) fetches the most relevant passages from your indexed content so the answer is grounded in your own material.

  3. 3

    Hand it to the AI agent

    An AI Agent node running Claude pulls the relevant policy or spec and replies accurately. The prompt is pre-written and scoped to this one job so results stay consistent.

  4. 4

    Deliver the answer

    The result is sent to Telegram — ready for a human to approve.

  5. 5

    Add a safety net (optional)

    Insert an IF/human-approval step before anything is published or emailed, so you stay in control until you trust the output.

Frequently asked questions

Does this need n8n Cloud or can I self-host?

Either works. The workflow is a standard n8n export, so you can run it on n8n Cloud or on your own self-hosted instance — you only connect your own app credentials.

How do I import the workflow into n8n?

Download the JSON, then in n8n open a new workflow, choose ⋯ → Import from file, and select it. Every trigger, node and connection appears on the canvas; you just add your credentials and activate it.

How much does the AI part cost to run?

Pennies. Each run sends a small amount of text to the model, so most teams spend a few dollars a month even at hundreds of runs. You set the model and can cap volume in n8n, so costs never surprise you.

About this recipe. Recipes on FlowRecipesHub are written for business owners, not developers, and are tested before publishing — how recipes get made. Some ingredient links are affiliate links that cost you nothing — full disclosure.