AI-Powered Trello Card Creation with RAG
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This n8n workflow intelligently automates the creation of Trello cards by leveraging Retrieval Augmented Generation (RAG) and large language models. It interprets incoming requests, enriches them with context from a dynamic knowledge base, and logs all activities for robust task management.
About This Workflow
Transform your Trello task management with this advanced AI-driven workflow. Triggered by a simple webhook, this automation intelligently processes incoming requests, using a dynamic vector knowledge base (Supabase) and Cohere embeddings to retrieve relevant context. An Anthropic Chat Model, enhanced with conversational memory, then interprets the enriched data to generate precise Trello card details. All operations are meticulously logged in Google Sheets, providing a clear audit trail, while critical errors trigger immediate Slack alerts. This setup ensures your Trello cards are created accurately, contextually, and with minimal manual effort, streamlining your project management and operational efficiency.
Key Features
- Intelligent Task Interpretation: Leverages a RAG Agent with Anthropic's Chat Model to understand and process natural language requests for Trello card creation.
- Dynamic Knowledge Base: Builds and queries a vector store in Supabase using Cohere embeddings, ensuring context-aware task generation.
- Conversational Memory: The Window Memory node allows the AI agent to retain context across interactions, improving understanding and relevance.
- Automated Logging & Audit: Automatically records every Trello card issuance and its status into a Google Sheet for comprehensive tracking and reporting.
- Real-time Error Notifications: Instantly sends Slack alerts for any processing failures, enabling quick response and workflow maintenance.
- API-Driven Automation: Initiates the workflow via a simple webhook, making it easy to integrate with various external systems and applications.
How To Use
- Configure Webhook Trigger: Set up the webhook to listen for incoming POST requests. This will be the entry point for your data or prompts.
- Set Up Vector Store:
- Create a Supabase project and table for your vector store.
- Configure the
Supabase APIcredentials in n8n. - Ensure
Cohere APIcredentials are set up for embeddings.
- Connect AI Language Model:
- Obtain your Anthropic API key.
- Add your
Anthropic APIcredentials to n8n.
- Optional: Configure Logging:
- Create a Google Sheet for logging task statuses.
- Set up
Google Sheets OAuth2 APIcredentials in n8n. Update theAppend Sheetnode with your specific sheet ID and tab name.
- Optional: Set Up Error Alerts:
- Configure your
Slack APIcredentials. - Update the
Slack Alertnode to send messages to your preferred channel.
- Configure your
- Activate Workflow: Once configured, activate the workflow to start processing incoming data and automating Trello card creation.
Apps Used
Workflow JSON
{
"id": "1f409351-b33e-4ef5-a61a-636bb5db2421",
"name": "AI-Powered Trello Card Creation with RAG",
"nodes": 9,
"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: 1f409351-b33e...
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