Automate Your Blog Post Tagging with AI
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Effortlessly categorize your blog posts with this AI-powered workflow. It automatically analyzes your content and assigns relevant tags, saving you valuable time and improving discoverability.
About This Workflow
The 'Auto-tag Blog Posts' workflow leverages the power of AI to intelligently categorize your blog content. Upon receiving a new blog post via a webhook, the workflow segments the text, generates embeddings using OpenAI's text-embedding-3-small model, and stores these embeddings in a Supabase vector database. This allows for efficient retrieval of contextually similar information. An Anthropic chat model, acting as a RAG agent, then processes the blog post content, utilizing the vector store and conversation memory to generate appropriate tags. Finally, the status of this operation is logged to a Google Sheet, with Slack alerts in place for any errors.
Key Features
- AI-Powered Tagging: Utilizes advanced language models to accurately suggest relevant tags for your blog posts.
- Seamless Integration: Triggered via a webhook, allowing integration with your existing publishing pipeline.
- Scalable Vector Storage: Leverages Supabase for efficient storage and retrieval of content embeddings.
- Automated Logging & Alerts: Logs tagging status to Google Sheets and sends Slack notifications for errors.
How To Use
- Set up Webhook Trigger: Configure the 'Webhook Trigger' node with your desired path (e.g.,
auto-tag-blog-posts). - Configure Text Splitter: Adjust
chunkSizeandchunkOverlapparameters for optimal text processing. - Connect OpenAI Credentials: Provide your OpenAI API key to the 'Embeddings' node.
- Set up Supabase: Configure your Supabase project and API credentials. Ensure you have an index named
auto-tag_blog_posts. - Configure Anthropic Chat Model: Provide your Anthropic API key to the 'Chat Model' node.
- Define RAG Agent: Customize the system message and ensure the agent can utilize the vector tool and memory.
- Configure Google Sheets Output: Link your Google Sheets account and specify the
SHEET_IDandLogsheet name for status updates. - Set up Slack Alerts: Connect your Slack account to receive error notifications.
Apps Used
Workflow JSON
{
"id": "d61b436a-fc37-49f6-bc89-d48c6c95bffd",
"name": "Automate Your Blog Post Tagging with AI",
"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.
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ID: d61b436a-fc37...
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