Automated Production KPI Dashboard Generation
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This n8n workflow automatically generates a Production KPI Dashboard by processing webhook data. It leverages Langchain nodes for text splitting, embedding, vector store queries, and agentic chat to create an interactive dashboard.
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About This Workflow
Overview
This n8n workflow is designed to automate the creation and management of a Production KPI Dashboard. It's triggered by a webhook, which feeds data into a Langchain-powered pipeline. The workflow splits incoming text data, generates embeddings for semantic search, stores these in a Weaviate vector database, and then uses an agent to query and process this information to answer questions or generate insights for the dashboard. This is particularly useful for manufacturing environments that need real-time insights into production performance without manual data aggregation.
Key Features
- Webhook integration for real-time data ingestion.
- Langchain nodes for advanced natural language processing and vector storage.
- Weaviate vector database for efficient semantic search of production data.
- Agentic capabilities to interpret queries and generate dashboard content.
- Google Sheets integration for logging and persistent storage of insights.
How To Use
- Set up a webhook endpoint to receive production data.
- Configure the
Splitternode to appropriately segment your incoming data. - Ensure your Cohere API credentials are set for the
Embeddingsnode. - Configure the
InsertandQuerynodes to use your Weaviate vector store with theproduction_kpi_dashboardindex. - Connect your OpenAI API credentials to the
Chatnode. - Configure the
Agentnode to utilize the Weaviate tool and memory. - Set up the
Sheetnode to log dashboard outputs or relevant metrics to a Google Sheet.
Apps Used
Workflow JSON
{
"id": "5325dd72-294e-4fff-a213-3940ac887358",
"name": "Automated Production KPI Dashboard Generation",
"nodes": 0,
"category": "Manufacturing Automation",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: 5325dd72-294e...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
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