Automate Your Inventory Restock Forecasting with AI
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Leverage AI to predict your inventory needs and automate restock processes. This workflow connects your data, analyzes it with powerful AI models, and ensures you never run out of stock again.
About This Workflow
This n8n workflow streamlines your inventory management by providing intelligent restock forecasts. It begins by receiving inventory data via a webhook. This data is then intelligently split and processed using AI embeddings, powered by Cohere, and stored in a Supabase vector database. When a restock is needed, the system queries this database, leveraging an AI agent (powered by Anthropic) to interpret the results and generate accurate restock predictions. Finally, all activities are logged to a Google Sheet for easy oversight. This end-to-end automation helps prevent stockouts, optimize inventory levels, and reduce manual effort.
Key Features
- Automated Data Ingestion: Receive inventory data seamlessly through a webhook.
- Intelligent Data Processing: Utilizes AI embeddings for sophisticated data analysis.
- Predictive Restock Forecasting: Leverages AI agents to accurately predict future inventory needs.
- Scalable Data Storage: Integrates with Supabase for efficient vector storage.
- Actionable Logging: Automatically logs all forecasting activities to a Google Sheet.
How To Use
- Configure Webhook: Set up the
Webhooknode to receive your inventory data. Ensure thepathis set toinventory_restock_forecast. - Define Data Splitting: Adjust the
chunkSizeandchunkOverlapin theSplitternode to optimize text processing based on your data format. - Set Up Embeddings: Configure the
Embeddingsnode with your preferred AI model (e.g.,defaultfor Cohere) and ensure yourCOHERE_APIcredentials are set. - Configure Supabase Integration: In the
InsertandQuerynodes, set yourindexNametoinventory_restock_forecastand provide yourSUPABASE_APIcredentials. - Integrate AI Agent: Connect the
ToolandMemorynodes to theAgentnode. Ensure yourANTHROPIC_APIcredentials are set for theChatnode. - Log to Google Sheets: Update the
Sheetnode with yourSHEET_IDandLogsheet name, and provide yourSheetsOAuth2 credentials to log workflow activities.
Apps Used
Workflow JSON
{
"id": "c44ba28d-6afd-4399-a74d-301bba06f91d",
"name": "Automate Your Inventory Restock Forecasting with AI",
"nodes": 14,
"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.
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ID: c44ba28d-6afd...
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