Automated AI-Powered Monthly Social Media Report Generator
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Generate comprehensive monthly social media reports effortlessly with this AI-driven workflow. It intelligently processes data, leverages a vector database for contextual insights, and provides automated logging and error notifications.
About This Workflow
This robust n8n workflow revolutionizes your social media reporting by automating the entire process with cutting-edge AI. Triggered by a simple webhook, it ingests your social media data, intelligently splits and embeds it using OpenAI, and stores it in a Weaviate vector database for efficient retrieval. A Langchain RAG Agent, powered by Anthropic's advanced chat model, then processes this enriched data to generate your monthly report, providing deep insights. All activities are logged to Google Sheets for accountability, and critical errors are immediately dispatched to Slack, ensuring you stay informed and in control. Streamline your marketing operations and gain valuable time back with smart automation.
Key Features
- AI-Powered Report Generation: Leverage a RAG (Retrieval Augmented Generation) agent with Anthropic's LLM for intelligent, context-aware reporting.
- Vector Database Integration: Efficiently store and retrieve social media data using Weaviate for enhanced query capabilities and context.
- Automated Data Processing: Seamlessly split and embed large text datasets with OpenAI for optimal AI consumption.
- Real-time Monitoring & Alerts: Automatically log report status to Google Sheets and receive instant error notifications via Slack.
- Flexible Webhook Triggering: Initiate report generation on demand through a configurable webhook endpoint.
How To Use
- Configure Webhook Trigger: Set up the webhook to listen for incoming POST requests to
/monthly-social-media-report. This will be your trigger for generating reports. - Set Up OpenAI & Anthropic Credentials: Provide your API keys for OpenAI (used by the 'Embeddings' node) and Anthropic (used by the 'Chat Model' node) in n8n's credentials section.
- Connect Weaviate: Add your Weaviate API credentials and ensure the 'Weaviate Insert' and 'Weaviate Query' nodes are configured with the correct
indexName, e.g.,monthly_social_media_report. - Google Sheets Logging: Update the 'Append Sheet' node with your specific Google Sheet
SHEET_IDand thesheetName(e.g., 'Log') where you want to record report generation statuses. - Slack Alert Configuration: Configure the 'Slack Alert' node with your Slack API credentials and specify the
#channelwhere error notifications should be sent. - Refine RAG Agent System Message: Customize the 'RAG Agent' node's
systemMessageto tailor the AI's persona and reporting focus, e.g., "You are an assistant for Monthly Social Media Report."
Apps Used
Workflow JSON
{
"id": "c3925a1c-06c4-4204-b1c8-2693e074d244",
"name": "Automated AI-Powered Monthly Social Media Report Generator",
"nodes": 19,
"category": "Marketing",
"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: c3925a1c-06c4...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
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