Automated Weekly Shopify Sales Summary and Analysis
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This workflow automates the generation of weekly Shopify sales summaries by leveraging webhooks, Langchain nodes for text processing and AI, and Pinecone for vector storage. It analyzes sales data to provide insights and logs the process, alerting on errors.
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About This Workflow
Overview
This n8n workflow is designed to automate the process of generating and analyzing weekly sales summaries from Shopify. It begins with a Webhook Trigger to receive incoming sales data. The Text Splitter node breaks down the data into manageable chunks, which are then converted into embeddings using the Embeddings node (Cohere). These embeddings are stored in a Pinecone vector database via the Pinecone Insert node. For analysis, a Pinecone Query retrieves relevant historical data, which, along with memory from Window Memory, is fed into a RAG Agent (powered by an Anthropic Chat Model). The agent uses a Vector Tool to interact with the Pinecone data. Finally, the Append Sheet node logs the status to a Google Sheet, and a Slack Alert node is configured to notify on any errors.
Key Features
- Receives Shopify sales data via a webhook.
- Processes and chunks text data for AI analysis.
- Utilizes AI embeddings (Cohere) and vector storage (Pinecone) for efficient data retrieval.
- Employs a RAG (Retrieval-Augmented Generation) agent with a chat model for intelligent analysis.
- Logs summary status to a Google Sheet.
- Provides Slack alerts for workflow errors.
How To Use
- Configure the
Webhook Triggernode with your desired path (e.g.,weekly-shopify-sales-summary). - Set up your Pinecone index with the name
weekly_shopify_sales_summaryand ensure your Pinecone credentials are added. - Configure the
Embeddingsnode with your Cohere API credentials. - Set up your Google Sheets credentials and specify the
SHEET_IDandLogsheet name for theAppend Sheetnode. - Configure your Slack credentials and channel for the
Slack Alertnode. - Ensure your Anthropic API credentials are set for the
Chat Modelnode. - Adapt the
RAG Agent's system message and prompt as needed for your specific analysis requirements. - Trigger the webhook with your Shopify sales data to initiate the workflow.
Apps Used
Workflow JSON
{
"id": "c661a7ce-53fa-41d1-87e3-702b06b119d0",
"name": "Automated Weekly Shopify Sales Summary and Analysis",
"nodes": 0,
"category": "E-commerce 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: c661a7ce-53fa...
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