AI Agents

Equip AI Agent with Long-Term Memory and Intelligent Tool Router

39 nodes 282 154 Automatic trigger
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Workflow Description

Advanced automation that grants your AI agent persistent memory access and intelligent tool routing capabilities, enabling it to retrieve historical context and make informed decisions across multiple user interactions through diverse communication channels.

How it works

  1. 1.Receive user request through Chat Trigger across multiple platforms
  2. 2.Process request via LLM Chain with context and intent analysis
  3. 3.Access stored Buffer Memory to retrieve previous history and context
  4. 4.Route request to the appropriate tool based on task requirements
  5. 5.Execute selected tool and deliver results via Gmail, Telegram, or Twitter/X

Use cases

  • Customer service agent that remembers previous interactions and provides personalized responses
  • Research assistant that collects, stores, and retrieves information from multiple sources across sessions
  • Project manager automation that tracks prior decisions and updates in Google Docs

Requirements

  • Active OpenAI account with sufficient API credits
  • Configured credentials for Gmail, Telegram, and Twitter/X for message delivery
  • Defined Memory Buffer Window storage with maximum log retention limits

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 282
Downloads 154

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

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