Workflow Preview
Preview the automation flow before importing the JSON into n8n.
8 Nodes
JSON
May 18 2026
Chat Trigger
Trigger
Memory Store
Step 2
Vector Search
Step 3
AI Agent
Step 4
Tool Router
Step 5
Gmail
Step 6
Telegram
Step 7
Response Formatter
Output
Ready to automate?
Download this n8n workflow JSON and import it into your n8n canvas.
n8n Nodes Used
Who is this best for?
Support teams and product communities that need a conversational assistant with persistent context.
概覽
The workflow combines message routing, long-term memory, and tool execution so the bot can answer, search, escalate, or send results to external apps.
How it Works
- Import the workflow JSON into your n8n canvas.
- Connect credentials for each external app and AI provider.
- Run a manual test execution and inspect every intermediate output.
- Activate the workflow after confirming the delivery channel and error path.
Inputs and Outputs
Required Inputs
- Source file or trigger event
- Business rules
- AI provider credentials
Workflow Outputs
- Structured result
- Notification or saved record
- Execution log