API Stats Chart: Automating Data Ingestion and Analysis with n8n
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This n8n workflow automatically ingests API statistics, processes them using Langchain's RAG Agent, and stores the results in Google Sheets. It includes error alerting via Slack for seamless monitoring.
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About This Workflow
Overview
This n8n workflow is designed to automate the collection and analysis of API statistics. It leverages a Webhook Trigger to receive incoming data, which is then processed by a Text Splitter and embedded using OpenAI Embeddings. This data is stored and queried from a Pinecone vector database. A RAG Agent powered by Anthropic's Chat Model and Window Memory analyzes the data, generating insights that are appended to a Google Sheet via the Append Sheet node. The workflow includes a Slack Alert for error notifications, ensuring robust monitoring.
Key Features
- Real-time API data ingestion via Webhook.
- Advanced text processing and embedding with Langchain.
- Efficient data storage and retrieval with Pinecone.
- Intelligent data analysis and summarization using a RAG Agent.
- Seamless logging to Google Sheets.
- Automated error alerts to Slack.
How To Use
- Set up the Webhook Trigger: Configure your API to send data to the provided webhook URL.
- Configure Langchain Nodes: Set up OpenAI API credentials for embeddings and Anthropic API credentials for the chat model. Ensure Pinecone is configured with the correct index and credentials.
- Google Sheets Integration: Authenticate with your Google Sheets account and specify the target sheet and document ID.
- Slack Integration: Connect your Slack workspace for receiving alerts.
- Deploy and Monitor: Activate the workflow and monitor its execution via n8n's dashboard, including checking Slack for any alerts.
Apps Used
Workflow JSON
{
"id": "0715d5d6-eefa-4bd4-b492-df7034ad45f9",
"name": "API Stats Chart: Automating Data Ingestion and Analysis with n8n",
"nodes": 0,
"category": "Misc",
"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: 0715d5d6-eefa...
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