(5/5)

🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠

Automated workflow: 🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠. This workflow integrates 14 different services: webhook, stickyNote, telegram, agent, merge. It contains 32 nodes and follows best practices for error handling and security.

Integrations Used (4)

Webhook

Googledocstool

Google Docs

Workflow Structure (15 nodes)

100%

Webhook

Listen for Telegram Events

Set

Validation

Check User & Chat ID

Switch

Message Router

Google Docs

Retrieve Long Term Memories

No Op

AI Agent

Merge

Telegram Response

Response Error message

No Op

When chat message received

Error message

No Op

DeepSeek-R1 Reasoning

No Op

DeepSeek-V3 Chat

No Op

Window Buffer Memory

Google Docs Tool

Save Long Term Memories

Node Types:

logic

action

trigger

transform

default

Requires credentials

Prerequisites

Required Credentials (3)

Google Docs

Used by: Save Long Term Memories, Retrieve Long Term Memories

Docs

OpenAI

Used by: DeepSeek-R1 Reasoning, DeepSeek-V3 Chat

Docs

Used by: Error message, Telegram Response +1 more

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

5 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": "rtsvydad1MOCryia",
  "meta": {
    "instanceId": "workflow-286f5d2b",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:07:57.924491",
    "updatedAt": "2025-09-29T07:07:57.924517",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
...