AI-Powered Product Description Generator

Name: AI-Powered Product Description Generator
Rating: 5 (11 reviews)
Author: Free N8N

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AI & Machine LearningAIContent GenerationE-commercePineconeProduct DescriptionRAGWebhook

Automate product description creation using AI. This workflow leverages Webhook Trigger, Text Splitter, Embeddings, and Pinecone for efficient generation and storage, with a RAG Agent for intelligent responses.

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About This Workflow

Overview

This n8n workflow automates the generation of product descriptions by leveraging the power of AI. It begins with a Webhook Trigger to receive product information, which is then processed by a Text Splitter to break it down into manageable chunks. Embeddings (using Cohere) convert these text chunks into numerical representations, which are stored in a Pinecone vector database for efficient retrieval. When a query is made, Pinecone Query retrieves relevant information, which is then processed by a RAG Agent (Retrieval Augmented Generation) that uses a Chat Model (Anthropic) and Window Memory to generate contextually relevant product descriptions. The workflow also includes logging to a Google Sheet via Append Sheet and error alerting via Slack Alert.

Key Features

Real-time product description generation via webhook.
Text chunking and embedding for efficient AI processing.
Vector database storage and retrieval with Pinecone.
Advanced RAG agent for context-aware responses.
Logging of generation status to Google Sheets.
Slack alerts for error notifications.

How To Use

Configure the Webhook Trigger with your desired path.
Set up your Google Sheets credentials and specify the SHEET_ID and Log sheet name for logging.
Set up your Slack credentials for error notifications.
Configure your Cohere API and Anthropic API credentials.
Set up your Pinecone credentials and ensure your product_description_generator index is created.
The RAG Agent is pre-configured to use the provided tools and memory; adjust the system message if needed.
Send data to the webhook to trigger the product description generation process.

Apps Used

Content Generation

E-commerce

Pinecone

Product Description

RAG

Webhook

Workflow JSON

{
  "id": "ff40a531-f312-48c0-8d71-dfd207e97167",
  "name": "AI-Powered Product Description Generator",
  "nodes": 0,
  "category": "AI & Machine Learning",
  "status": "active",
  "version": "1.0.0"
}

Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.