(5/5)

🤖🧠 AI Agent Chatbot + LONG TERM Memory + Note Storage + Telegram

Automated workflow: 🤖🧠 AI Agent Chatbot + LONG TERM Memory + Note Storage + Telegram. This workflow integrates 12 different services: stickyNote, telegram, agent, merge, set. It contains 28 nodes and follows best practices for error handling and security.

Integrations Used (3)

Googledocstool

Google Docs

Workflow Structure (15 nodes)

100%

Manual Trigger

Stop And Error

Error Handler

No Op

When chat message received

Google Docs

Retrieve Long Term Memories

Google Docs

Retrieve Notes

Merge

Aggregate

No Op

gpt-4o-mini

No Op

DeepSeek-V3 Chat

No Op

AI Tools Agent

No Op

Window Buffer Memory

Set

Chat Response

Telegram Response

Google Docs Tool

Save Long Term Memories

Google Docs Tool

Save Notes

Node Types:

trigger

default

transform

action

logic

Requires credentials

Prerequisites

Required Credentials (3)

Google Docs

Used by: Save Long Term Memories, Retrieve Long Term Memories +2 more

Docs

OpenAI

Used by: gpt-4o-mini, DeepSeek-V3 Chat

Docs

Used by: Telegram Response

Docs

Multiple services required

This workflow needs 3 different credentials. Make sure you have accounts for all services before importing.

Complexity

Complex

Advanced features used. Requires n8n experience.

Setup time: ~40 min

Score: 57/100

Conditional Logic

7 Integrations

When to Use This Workflow

Real-time Response

React instantly when events happen - new orders, form submissions, or API calls.

Zero delay between trigger and action for time-sensitive workflows.

Time Savings

Replace repetitive manual tasks with reliable automation.

Reclaim hours every week for higher-value work.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json

{
  "id": "QJZLBn9L6NbmjmLK",
  "meta": {
    "instanceId": "workflow-f03fd454",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:07:58.030504",
    "updatedAt": "2025-09-29T07:07:58.030520",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "🤖🧠 AI Agent Chatbot + LONG TERM Memory + Note Storage + Telegram",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
...