Automated Grid Load Alerts with Langchain and Supabase
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This workflow automates the process of sending grid load alerts. It utilizes Webhook to receive data, Langchain nodes for text processing and AI analysis, and Supabase for vector storage and retrieval, finally logging alerts to Google Sheets.
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About This Workflow
Overview
This n8n workflow is designed to automate the monitoring and alerting of high grid load situations. It acts as a real-time notification system by leveraging a webhook to receive incoming data, potentially from an energy monitoring system. The core logic involves processing this incoming data using Langchain nodes for natural language understanding and AI-driven analysis. Specifically, it splits text data, generates embeddings, and stores/retrieves information from a Supabase vector database. This allows for intelligent querying and context-aware responses. Finally, the workflow logs critical alerts to a Google Sheet for historical tracking and review.
Key Features
- Real-time data ingestion via Webhook.
- Advanced text processing and AI analysis with Langchain.
- Efficient data storage and retrieval using Supabase vector database.
- Intelligent agent for decision-making and response generation.
- Automated logging of alerts to Google Sheets.
How To Use
- Configure the
Webhooknode to receive incoming grid load data. - Set up the
Splitternode to segment the incoming data appropriately. - Configure the
Embeddingsnode with your OpenAI API credentials. - Set up the
InsertandQuerynodes to interact with your Supabase vector store, ensuring yourindexNameis set to 'grid_load_alert'. - Configure the
Toolnode with your Supabase API credentials. - Set up the
Memorynode to maintain conversation history. - Configure the
Chatnode with your Anthropic API credentials. - Configure the
Agentnode to define the AI's response logic. - Set up the
Sheetnode with your Google Sheets API credentials to log alerts to your specified sheet.
Apps Used
Workflow JSON
{
"id": "006d2576-01c5-432c-ac21-bafda2d8af52",
"name": "Automated Grid Load Alerts with Langchain and Supabase",
"nodes": 0,
"category": "Energy",
"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: 006d2576-01c5...
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