AI-Powered Fitness API Weekly Report Automation
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Automate your weekly fitness API data analysis and reporting with this advanced n8n workflow. It leverages AI to process raw data, generate intelligent insights, and log them seamlessly into Google Sheets, ensuring timely and smart updates.
About This Workflow
This robust n8n workflow transforms raw fitness API data into actionable weekly reports using a sophisticated Retrieval Augmented Generation (RAG) agent. Triggered by a simple webhook, it first processes incoming data, splits it, and embeds it into a Supabase vector store for efficient retrieval. An OpenAI Chat Model, enhanced with a Vector Tool and Window Memory, then intelligently analyzes the stored information and generates a comprehensive report. This entire process is automated, with outputs automatically logged into Google Sheets and immediate Slack alerts for any processing errors, ensuring reliability and continuous insight generation without manual intervention.
Key Features
- Intelligent RAG Agent: Leverages OpenAI and Supabase for context-aware, AI-powered report generation.
- Automated Data Ingestion: Seamlessly ingest data via a webhook for hands-free processing.
- Vector Database Integration: Utilizes Supabase for efficient storage and retrieval of embedded data.
- Automated Reporting: Logs AI-generated insights and reports directly into Google Sheets.
- Real-time Error Notifications: Instant Slack alerts for any workflow failures or processing issues.
How To Use
- Configure Webhook Trigger: Set the
pathtofitness-api-weekly-report. This is your entry point for new data. - Set up AI Credentials: Provide your Cohere API and OpenAI API credentials for embeddings and chat model functionality.
- Integrate Supabase: Connect your Supabase API credentials. Ensure an index named
fitness_api_weekly_reportis available for data storage and retrieval. - Connect Google Sheets: Provide Google Sheets OAuth2 API credentials. Specify the
Document IDof your target spreadsheet (e.g., "Fitness API Weekly Report") and theSheet Name(e.g., "Log") where results will be appended. - Configure Slack Alerts: Add your Slack API credentials and specify the
#alertschannel for receiving error notifications. - Trigger the Workflow: Send a
POSTrequest to your webhook URL with the fitness data you wish to process.
Apps Used
Workflow JSON
{
"id": "051d09f8-3bce-4916-baf9-5b63aec16b0d",
"name": "AI-Powered Fitness API Weekly Report Automation",
"nodes": 15,
"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.
Get This Workflow
ID: 051d09f8-3bce...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
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