Automated Currency Rate Monitoring with RAG and Google Sheets Integration
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Monitor currency rates automatically via webhook. This workflow uses RAG with a Vector Store for intelligent data handling and logs results to Google Sheets.
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About This Workflow
Overview
This n8n workflow is designed to automate the monitoring of currency rates. It leverages a webhook to receive data, then utilizes a RAG (Retrieval Augmented Generation) agent powered by Langchain to process and understand the currency rate information. The processed data is stored and queried from a Weaviate vector store, with final results appended to a Google Sheets document for easy tracking and analysis. This approach allows for intelligent handling of currency rate data, enabling proactive alerts and record-keeping.
Key Features
- Webhook Trigger: Initiates the workflow upon receiving new currency rate data.
- RAG Agent: Employs Retrieval Augmented Generation for sophisticated data interpretation and context awareness.
- Weaviate Vector Store: Stores and efficiently queries embedded currency rate data for contextual understanding.
- Google Sheets Integration: Appends monitoring results to a specified Google Sheet for persistent logging.
- Error Alerting: Sends Slack notifications in case of workflow errors.
How To Use
- Configure Webhook Trigger: Set up your external system to send currency rate data to the provided webhook URL.
- Set up Weaviate: Ensure your Weaviate instance is accessible and configure the
Weaviate InsertandWeaviate Querynodes with your index name and credentials. - Configure OpenAI Credentials: Provide your OpenAI API key for embeddings and chat model usage.
- Connect Google Sheets: Authorize the workflow with your Google Sheets account and specify the
SHEET_IDandLogsheet name. - Configure Slack Alerts: Add your Slack API credentials and channel for error notifications.
- Run and Monitor: Activate the workflow and observe the currency rate data being processed and logged into your Google Sheet.
Apps Used
Workflow JSON
{
"id": "0e1ec5cc-0c7d-42c2-88dd-01fd081021d7",
"name": "Automated Currency Rate Monitoring with RAG and Google Sheets Integration",
"nodes": 0,
"category": "Finance & Accounting",
"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: 0e1ec5cc-0c7d...
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