Automate API Stats Reporting with Intelligent Insights
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This workflow automatically ingests API statistics, enriches them with AI-powered insights, and logs them for analysis. Triggered via a webhook, it leverages RAG (Retrieval Augmented Generation) to understand and process your API data.
About This Workflow
The API Stats Chart workflow is designed to provide automated, intelligent insights into your API performance. It begins with a webhook trigger, allowing you to send API data directly into the workflow. The data is then processed through a Text Splitter and OpenAI Embeddings, creating vector representations that are stored in Pinecone. A subsequent Pinecone Query retrieves relevant historical data. This information, combined with current inputs, is fed into a RAG Agent powered by an Anthropic Chat Model, which generates contextually aware responses. Finally, the processed information is appended to a Google Sheet for logging and analysis, with Slack alerts configured for error notifications.
Key Features
- Real-time API Data Ingestion: Trigger workflows instantly via a webhook.
- AI-Powered Data Enrichment: Utilize RAG and LLMs for deeper data understanding.
- Vector Database Integration: Store and retrieve API stats efficiently with Pinecone.
- Automated Logging: Seamlessly append insights to Google Sheets.
- Proactive Error Alerting: Receive immediate Slack notifications on workflow failures.
How To Use
- Webhook Trigger: Configure the 'Webhook Trigger' node with your desired path (e.g.,
api-stats-chart). - Data Processing: Adjust 'Text Splitter' chunk size and overlap as needed for your data. Ensure your OpenAI API credentials are set up for 'Embeddings'.
- Vector Storage: Set up your Pinecone credentials and specify the 'api_stats_chart' index for both 'Pinecone Insert' and 'Pinecone Query' nodes.
- AI Agent Configuration: Connect your Anthropic API credentials to the 'Chat Model'. Configure the 'RAG Agent' prompt and system message.
- Data Logging: Set up your Google Sheets credentials and specify the 'SHEET_ID' and 'Log' sheet name in the 'Append Sheet' node. Map the output of the 'RAG Agent' to the 'Status' column.
- Error Alerts: Configure your Slack API credentials and channel in the 'Slack Alert' node to receive notifications on errors.
Apps Used
Workflow JSON
{
"id": "fbe073ea-6d4d-4dca-9f17-0cc7c1f2e1ca",
"name": "Automate API Stats Reporting with Intelligent Insights",
"nodes": 27,
"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: fbe073ea-6d4d...
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