Curated

(5/5)

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

Retrieve Long Term Memories Google Docs

Integrations Used (7)

Workflow Structure (13 nodes)

100%

Google Docs

Retrieve Long Term Memories

Telegram Response

Langchain.chat Trigger

When chat message received

Google Docs

Retrieve Notes

Merge

Aggregate

Langchain.lm Chat Open Ai

gpt-4o-mini

Langchain.lm Chat Open Ai

DeepSeek-V3 Chat

Langchain.agent

AI Tools Agent

Langchain.memory Buffer Window

Window Buffer Memory

Set

Chat 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: 55/100

Conditional Logic

4 Integrations

When to Use This Workflow

Streamline Team Communication

Automatically route notifications and updates to the right channels and people.

Reduce information overload while keeping everyone informed.

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.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json

{
  "id": "QJZLBn9L6NbmjmLK",
  "meta": {
    "instanceId": "31e69f7f4a77bf465b805824e303232f0227212ae922d12133a0f96ffeab4fef"
  },
  "name": "🤖🧠 AI Agent Chatbot + LONG TERM Memory + Note Storage + Telegram",
  "tags": [],
  "nodes": [
    {
      "id": "20a2d959-5412-447b-a2c4-7736b6b758b3",
      "name": "When chat message received",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        -320,
        1600
      ],
      "webhookId": "8ba8fa53-2c24-47a8-b4dd-67b88c106e3d",
      "parameters": {
        "options": {}
      },
...