The flow
Starts it 1Model 8Logic 3Service 2
The steps in the order they run, from what starts it.
- 1OpenAI Chat ModelLm Chat Open AiModel
- 2K8S mcpMcp Client ToolModel
- 3Grafana mcpMcp Client ToolModel
- 4Digitalocean MCPMcp Client ToolModel
- 5Receive alertsWebhookStarts it
- 6Embeddings Google GeminiEmbeddings Google GeminiModel
- 7Gitlab MCPMcp Client ToolModel
- 8AI AgentAgentModel
- 9SetVarsSetLogic
- 10Qdrant Vector StoreVector Store QdrantModel
- 11GetAlertMessagesSlackService
- 12PreProcessAlertsCodeLogic
- 13FindAlertCodeLogic
- 14SendReportSlackService
How it's built
- Starts on
- Another system calling it
- Steps
- 14
- Size
- Medium: a working afternoon
- Connects to
- Qdrant, Slack
- Model
- Gemini, OpenAI
- Retrieval
- Answers are drawn from documents you supply, not from the model alone
Questions
What does it need to run?
An n8n account, plus your own Qdrant and Slack accounts, and a key for Gemini and OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on another system calling it.
Does it use AI?
Yes. It calls Gemini and OpenAI. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Plan an afternoon. 14 steps is enough that you should read each one before running it.
How do I import it?
Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.
Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 14 steps before you point it at anything that matters.