Automated EV Battery Degradation Reporting
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Streamline the analysis and reporting of Electric Vehicle battery degradation with this automated workflow. Leverage AI and vector databases to process data and generate insightful reports.
About This Workflow
This n8n workflow automates the critical process of monitoring and reporting on EV battery degradation. It begins by receiving data via a webhook, then intelligently chunks and embeds this information using AI. The embedded data is stored in a Redis vector store for efficient retrieval. When a query is made, the system utilizes an AI agent, powered by OpenAI, to search the vector store, access historical data, and generate a comprehensive degradation report. The final report is then logged to a Google Sheet for easy access and further analysis, providing a robust solution for tracking EV battery health and performance over time.
Key Features
- Automated Data Ingestion: Seamlessly receive battery data through a webhook.
- AI-Powered Data Processing: Utilizes Langchain for intelligent text splitting and embeddings.
- Efficient Data Storage & Retrieval: Leverages Redis Vector Store for fast querying.
- Intelligent Reporting Agent: An AI agent powered by OpenAI to analyze data and generate reports.
- Automated Logging: Records all reports to a Google Sheet for easy management.
How To Use
- Configure Webhook: Set up the
Webhooknode to receive incoming EV battery data. - Adjust Text Splitter: Configure the
Splitternode'schunkSizeandchunkOverlapfor optimal data segmentation. - Set Up Embeddings: Ensure your Cohere API credentials are correctly configured in the
Embeddingsnode. - Define Redis Index: In the
InsertandQuerynodes, specify your desired Redis index name (e.g., 'ev_battery_degradation_report'). Ensure your Redis credentials are set up. - Configure AI Agent: Connect your OpenAI API credentials to the
Chatnode and configure theAgentnode's prompt settings as needed. - Link Google Sheets: Provide your Google Sheets API credentials and specify the
documentIdandsheetNamein theSheetnode for logging reports.
Apps Used
Workflow JSON
{
"id": "db1c138d-f3fb-4b5a-9a12-d21b93934e73",
"name": "Automated EV Battery Degradation Reporting",
"nodes": 15,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: db1c138d-f3fb...
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