AI Agents

AI-enable the provider with long-term memory and dynamic tool routing

39 nodes 213 144 Automatic trigger
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Workflow Description

Advanced AI agent template with long-term memory and dynamic tool routing. Integrates communication platforms and email services to enhance user interactions and automate complex tasks intelligently with context awareness.

How it works

  1. 1.Trigger the agent via chat or webhook to receive and process user requests
  2. 2.Process requests using an advanced language model with access to persistent memory
  3. 3.Dynamically route the request to the most appropriate tool or service
  4. 4.Execute the selected tool and retrieve results back to the agent
  5. 5.Store context and outcomes in memory for pattern recognition and future optimization

Use cases

  • Intelligent customer assistant that learns from past interactions and improves responses over time
  • Multi-step workflow automation across email, messaging, and document management based on conversation context

Requirements

  • API keys for OpenAI, Google services, Gmail, Telegram, and Twitter/X integration
  • Full permissions for document access, email management, and account operations

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.

Apps Used

Twitter/X Google Docs Telegram Gmail OpenAI Tool Memory AI Agent Chat Trigger LLM Chain

Details

Trigger Automatic trigger
Nodes 39
Apps 10
Views 213
Downloads 144

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (39)

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When Executed by Another Workflow

Execute Workflow Trigger

#1

Save Long Term Memories

Google Docs

#2

Saved response

Set

#3

Respond with long term memories

Set

#4

Retrieve Long Term Memories3

Google Docs

#5

Send Success Message to Telegram

Set

#6

Email Workflow Stats

Gmail

#7

OpenAI Chat Model2

OpenAI

#8

OpenAI Chat Model3

OpenAI

#9

📤Send Memories to Telegram

Tool Workflow

#10

📫Send Memories to Gmail

Tool Workflow

#11

🧠Save Memories

Tool Workflow

#12

🔎Retrieve Memories

Tool Workflow

#13

🤯Window Buffer Memory

Memory Buffer Window

#14

🧠 AI Agent w/Long Term Memory

Agent

#15

🤖OpenAI Chat Model

OpenAI

#16

Ⓜ️ When chat message received

Chat Trigger

#17

Prepare Telegram Message

LLM Chain

#18

Prepare Gmail Message

LLM Chain

#19

Sticky Note

Sticky Note

#20

Retrieve Long Term Memories

Google Docs

#21

Memory Tool Router

Switch

#22

Sticky Note1

Sticky Note

#23

Sticky Note2

Sticky Note

#24

Sticky Note3

Sticky Note

#25

Sticky Note4

Sticky Note

#26

Sticky Note5

Sticky Note

#27

Sticky Note6

Sticky Note

#28

Sticky Note7

Sticky Note

#29

Sticky Note8

Sticky Note

#30

Sticky Note9

Sticky Note

#31

Sticky Note10

Sticky Note

#32

Sticky Note11

Sticky Note

#33

Retrieve Long Term Memories2

Google Docs

#34

Sticky Note12

Sticky Note

#35

Sticky Note13

Sticky Note

#36

Sticky Note14

Sticky Note

#37

Sticky Note15

Sticky Note

#38

Sticky Note16

Sticky Note

#39