Commodity Price Tracker: Real-Time Insights & Smart Automation
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Automate the tracking of commodity prices with this n8n workflow. Leverage AI to process and store price data, enabling informed decision-making.
About This Workflow
The Commodity Price Tracker n8n workflow provides a robust solution for continuously monitoring and analyzing commodity prices. It ingeniously integrates with external data sources via a webhook, processes incoming information using text splitting and AI-driven embeddings (Cohere), and stores this intelligence in a Redis vector database. This setup allows for efficient querying and retrieval of price trends. The workflow further enhances its capabilities by incorporating a memory buffer and an AI chat model (Anthropic) to facilitate intelligent agent interactions. Finally, all tracked data is logged to a Google Sheet for comprehensive record-keeping and easy access.
Key Features
- Real-Time Data Ingestion: Seamlessly capture commodity price updates through a dedicated webhook.
- AI-Powered Data Processing: Utilizes AI (Cohere) for embedding and understanding price data.
- Intelligent Data Storage: Leverages Redis Vector Store for efficient and searchable price data storage.
- Conversational Insights: Integrates an AI agent (Anthropic) for interactive data analysis and querying.
- Automated Logging: Automatically records all tracked data to a Google Sheet.
How To Use
- Webhook Setup: Configure the 'Webhook' node to receive incoming commodity price data.
- Data Splitting: The 'Splitter' node breaks down large text data into manageable chunks.
- AI Embeddings: The 'Embeddings' node uses Cohere to convert text data into numerical representations.
- Data Insertion: The 'Insert' node stores these embeddings in the Redis Vector Store with the index 'commodity_price_tracker'.
- Data Querying: The 'Query' node retrieves relevant data from the Redis Vector Store.
- AI Agent Configuration: The 'Tool' node makes the Redis store accessible to the 'Agent' node. Configure the 'Memory' and 'Chat' nodes for conversational AI capabilities.
- Logging: The 'Sheet' node appends the processed data to your specified Google Sheet.
Apps Used
Workflow JSON
{
"id": "5d222252-996b-43ce-8c15-71d5815efc79",
"name": "Commodity Price Tracker: Real-Time Insights & Smart Automation",
"nodes": 21,
"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: 5d222252-996b...
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