Intelligent Agent with Persistent Memory and Dynamic Tool Routing
Workflow Description
Advanced automation that empowers an AI agent to maintain long-term conversation context and intelligently route requests to appropriate tools across Twitter, Gmail, email, and documents, learning from past interactions and building personalized responses based on user history.
How it works
- 1.Receive messages and queries from multiple channels via Chat Trigger
- 2.Store conversation context and history in long-term Buffer Window memory
- 3.Route request to the appropriate tool based on intent and content using an AI Agent
- 4.Execute the required action (create document, send email, post tweet)
- 5.Return results while updating memory with new context for future interactions
Use cases
- Customer support agent that remembers previous context and delivers personalized solutions
- Automated administrative tasks with intelligent channel selection (email, document, messaging)
- Multi-channel agent balancing Twitter, Telegram, and Gmail communication intelligently
Requirements
- OpenAI API key to power the language model
- Connected accounts: Twitter, Gmail, Google Docs, and Telegram
- Setup of custom tools in n8n for each anticipated action
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Details
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (39)
When Executed by Another Workflow
Execute Workflow Trigger
Save Long Term Memories
Google Docs
Saved response
Set
Respond with long term memories
Set
Retrieve Long Term Memories3
Google Docs
Send Success Message to Telegram
Set
Email Workflow Stats
Gmail
OpenAI Chat Model2
OpenAI
OpenAI Chat Model3
OpenAI
📤Send Memories to Telegram
Tool Workflow
📫Send Memories to Gmail
Tool Workflow
🧠Save Memories
Tool Workflow
🔎Retrieve Memories
Tool Workflow
🤯Window Buffer Memory
Memory Buffer Window
🧠 AI Agent w/Long Term Memory
Agent
🤖OpenAI Chat Model
OpenAI
Ⓜ️ When chat message received
Chat Trigger
Prepare Telegram Message
LLM Chain
Prepare Gmail Message
LLM Chain
Sticky Note
Sticky Note
Retrieve Long Term Memories
Google Docs
Memory Tool Router
Switch
Sticky Note1
Sticky Note
Sticky Note2
Sticky Note
Sticky Note3
Sticky Note
Sticky Note4
Sticky Note
Sticky Note5
Sticky Note
Sticky Note6
Sticky Note
Sticky Note7
Sticky Note
Sticky Note8
Sticky Note
Sticky Note9
Sticky Note
Sticky Note10
Sticky Note
Sticky Note11
Sticky Note
Retrieve Long Term Memories2
Google Docs
Sticky Note12
Sticky Note
Sticky Note13
Sticky Note
Sticky Note14
Sticky Note
Sticky Note15
Sticky Note
Sticky Note16
Sticky Note