AI-Powered Reddit Upvote Alert with RAG
detail.loadingPreview
This advanced n8n workflow leverages AI to monitor Reddit upvote events, intelligently process the data using a Retrieval Augmented Generation (RAG) agent, and automatically log outcomes while alerting on errors. It provides a powerful solution for contextual social media monitoring and automated response.
About This Workflow
Stay ahead of the curve with this AI-driven n8n workflow designed to provide real-time alerts and intelligent processing for Reddit upvote events. Triggered by a webhook, incoming data is transformed into contextual embeddings using OpenAI, stored in Weaviate, and then fed into a sophisticated RAG agent powered by Anthropic's chat model. This agent utilizes vector-based retrieval and conversational memory to understand and "handle data" related to upvotes. The workflow ensures all actions are meticulously logged to Google Sheets and sends instant Slack notifications if any issues arise, providing robust social media monitoring and operational intelligence.
Key Features
- Automated Reddit Event Ingestion: Instantly capture Reddit upvote data via a dedicated webhook, ensuring timely processing.
- Advanced AI-Powered Processing (RAG): Utilizes OpenAI embeddings, Weaviate vector database, Anthropic Chat Model, and Langchain's RAG Agent for intelligent context-aware data handling.
- Intelligent Contextual Understanding: Employs vector tools and window memory to provide the AI agent with relevant historical and contextual information, enhancing decision-making.
- Centralized Activity Logging: Automatically append execution statuses and key details to a Google Sheet, creating a comprehensive audit trail of all Reddit upvote alerts.
- Real-time Error Notifications: Receive immediate Slack alerts for any processing failures within the RAG agent, allowing for quick investigation and resolution.
How To Use
- Configure Webhook Trigger: Set up the
reddit-upvote-alertpath to receive JSON payloads from your Reddit monitoring tool or custom script. - OpenAI & Anthropic Credentials: Provide your OpenAI API Key for the
Embeddingsnode and your Anthropic API Key for theChat Model. - Weaviate Database Setup: Connect your Weaviate instance with the necessary API credentials and ensure the
reddit_upvote_alertindex is available for insertion and querying. - Google Sheets Integration: Authenticate your Google Sheets account, then specify the
SHEET_IDplaceholder and ensure a sheet named "Log" exists for recording workflow outcomes. - Slack Notification Setup: Configure your Slack API credentials and define the target
#alertschannel where error messages should be posted. - Customize RAG Agent: Adjust the
RAG Agent's system message and prompt (Handle data) to tailor its intelligence to your specific Reddit data processing needs.
Apps Used
Workflow JSON
{
"id": "52bde658-f572-418c-b185-1da55c03cc46",
"name": "AI-Powered Reddit Upvote Alert with RAG",
"nodes": 26,
"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: 52bde658-f572...
About the Author
SaaS_Connector
Integration Guru
Connecting CRM, Notion, and Slack to automate your life.
Statistics
Related Workflows
Discover more workflows you might like
Google Sheets to Icypeas: Automated Bulk Domain Scanning
This workflow streamlines the process of performing bulk domain scans by integrating your Google Sheets data directly with the Icypeas platform. Automate the submission of company names from your spreadsheet to Icypeas for comprehensive domain information, saving valuable time and effort.
Instant WooCommerce Order Notifications via Telegram
When a new order is placed on your WooCommerce store, instantly receive detailed notifications directly to your Telegram chat. Stay on top of your e-commerce operations with real-time alerts, including order specifics and a direct link to view the order.
On-Demand Microsoft SQL Query Execution
This workflow allows you to manually trigger and execute any SQL query against your Microsoft SQL Server database. Perfect for ad-hoc data lookups, administrative tasks, or quick tests, giving you direct control over your database operations.