Starred Slack Messages to Notion with AI Enrichment

Name: Starred Slack Messages to Notion with AI Enrichment
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Author: Free N8N

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Productivityaiautomationembeddingsknowledge managementnotionragslack

Automatically sync starred Slack messages to Notion, enriching them with AI-generated embeddings and context.

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About This Workflow

This workflow automates the process of capturing starred messages from Slack and storing them in Notion. It leverages AI capabilities to embed the message content and create a searchable vector store, enabling advanced querying and contextual understanding within Notion.

Key Features

Slack Starred Message Trigger: Initiates the workflow when a message is starred in Slack.
Text Splitting: Divides long messages into manageable chunks for AI processing.
AI Embeddings: Generates vector representations of message content using Cohere.
Vector Store (Weaviate): Stores embeddings and associated data in Weaviate for efficient similarity search.
RAG Agent: Utilizes OpenAI's chat model to process incoming data, retrieve relevant context from Weaviate, and generate enriched responses.
Notion Integration: Appends the processed and enriched data to a specified Notion sheet.
Error Alerting: Sends Slack notifications in case of workflow failures.

How To Use

Configure Webhook Trigger: Set up the Webhook Trigger with the path starred-slack-to-notion to receive incoming data from Slack.
AI Model Setup: Ensure your Cohere API credentials (COHERE_API) and OpenAI API credentials (OPENAI_API) are correctly configured.
Vector Database Setup: Configure your Weaviate API credentials (WEAVIATE_API) and ensure the index starred_slack_to_notion is set up.
Notion Integration: Configure your Google Sheets OAuth2 credentials (SHEETS_API) and specify the SHEET_ID and Log sheet name for appending data.
Run the Workflow: Trigger the workflow by starring a message in Slack. The starred message data will be sent to the webhook, processed, embedded, stored in Weaviate, and finally appended to your Notion sheet.

Apps Used

automation

embeddings

knowledge management

notion

rag

slack

Workflow JSON

{
  "id": "b70bb9a0-4386-48cb-b852-39b64099839d",
  "name": "Starred Slack Messages to Notion with AI Enrichment",
  "nodes": 0,
  "category": "Productivity",
  "status": "active",
  "version": "1.0.0"
}

Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.