Templates / Line chatbot with Google Sheets memory and Gemini AI

Line chatbot with Google Sheets memory and Gemini AI

Needs changes

by Jakkrapat Ampring ✓ · 5,655 views · created 2025-04-18 · Support Chatbot, AI Chatbot

Needs changes. This template uses 1 thing(s) that n8n 3.0 removes: AI Agent v1 (old agent modes). 1 breaking item(s) found. Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 9 nodes and runs when an HTTP POST request hits its webhook URL. Along the way it connects Google Gemini Chat Model and Google Sheets. It also calls api.line.me over HTTP.

How it runs

Trigger: When an HTTP POST request hits its webhook URL.

  1. Edit Fields (Edit Fields (Set)): sets 3 fields: body.events[0].message.text, body.events[0].replyToken, body.events[0].source.userId
  2. Get History (Google Sheets): uses Google Sheets
  3. Prepare Prompt (Edit Fields (Set)): sets 1 field: Prompt
  4. AI Agent: runs an AI agent, with model: Google Gemini Chat Model
  5. Split History (Code): runs custom JavaScript code
  6. Save History (Google Sheets): append or update
  7. HTTP Request: calls api.line.me (POST)

Services it uses

Google Gemini Chat ModelGoogle Sheets

HTTP calls to: api.line.me

Before you upgrade to n8n 3.0

1 thing in this workflow is removed in n8n 3.0. Fix it before you upgrade:

  • AI Agent v1 (old agent modes) in AI Agent (v1.8): replace with Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent.

Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).

Removed in 3.0Replace with
AI Agent v1 (old agent modes)
AI Agent (v1.8)
Latest AI Agent node (Tools Agent). For SQL Agent, use a Postgres or MySQL tool with a recent AI Agent.

Nodes used (7)

From the author

Main Use Case This workflow enables automated, AI-assisted replies to users messaging a LINE Official Account, while storing and referencing chat history from Google Sheets to maintain context. Ideal for businesses or support teams that want to provide smart,…

Excerpt from Jakkrapat Ampring's description on n8n.io.

View the original on n8n.io → Check your own copy

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