Automated Product Launch Email Generation with RAG
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Leverage a Webhook Trigger and RAG Agent to automate personalized product launch emails. This workflow splits text, generates embeddings, queries Supabase, and sends alerts.
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About This Workflow
Overview
This n8n workflow automates the generation of product launch emails by utilizing a Retrieval Augmented Generation (RAG) approach. It triggers via a webhook, processes incoming data using a Text Splitter and Cohere Embeddings to create vector representations. These embeddings are then stored and queried in Supabase. The RAG Agent, powered by OpenAI's Chat Model and Supabase as a vector store, generates contextually relevant email content. Finally, the workflow logs the status in a Google Sheet and sends Slack alerts on errors. This is ideal for businesses needing to quickly generate tailored product launch communications based on dynamic data.
Key Features
- Webhook Trigger for real-time data ingestion.
- Text Splitting and Embedding generation for semantic understanding.
- Supabase Vector Store for efficient data retrieval and storage.
- RAG Agent for intelligent, context-aware content generation.
- Google Sheets integration for logging execution status.
- Slack integration for error notifications.
How To Use
- Configure the
Webhook Triggernode with your desired path. - Set up the
Text Splitterto properly segment your input data. - Connect your Cohere API credentials to the
Embeddingsnode. - Configure the
Supabase InsertandSupabase Querynodes with your Supabase connection details and index name. - Connect your OpenAI API credentials to the
Chat Modelnode. - Define the system message and tools for the
RAG Agent. - Set up the Google Sheets credentials and specify the Sheet ID and Log sheet name for the
Append Sheetnode. - Configure the Slack credentials for the
Slack Alertnode to receive error notifications.
Apps Used
Workflow JSON
{
"id": "3c5eae94-5d29-4787-b6fd-ad0ca54a48a7",
"name": "Automated Product Launch Email Generation with RAG",
"nodes": 0,
"category": "Email 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: 3c5eae94-5d29...
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