AI Agents
Extract and analyze spreadsheet data with AI intelligence in Slack
12 nodes
302
154
Webhook
Workflow Description
An automation that retrieves data from Google Sheets, processes it through an intelligent AI agent equipped with memory and embeddings, and delivers insights directly to Slack channels in real time without manual intervention.
How it works
- 1.Receive incoming data via webhook and split it into manageable text chunks
- 2.Convert text into vector embeddings and store them in the vector database
- 3.Execute the AI agent to analyze information and extract key insights
- 4.Retrieve additional context from Google Sheets as needed by the agent
- 5.Generate results and recommendations in natural language
- 6.Send the final report to Slack
Use cases
- Monitor project metrics and automatically send weekly performance updates to your marketing team
- Analyze survey responses from your spreadsheet and alert management to important patterns
- Process task lists and automatically reorganize them by priority based on content analysis
Requirements
- Active Google Sheets account with read and write permissions
- Slack workspace with message posting rights to designated channels
- API keys for OpenAI and Anthropic to access language models
- Supabase database configured to store vector embeddings and structured data
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Text Splitter
OpenAI
Vector Store
Memory
Anthropic
AI Agent
Google Sheets
Slack
Details
Trigger
Webhook
Nodes
12
Apps
8
Views
302
Downloads
154
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (12)
/
Sticky Note
Sticky Note
Webhook Trigger
Webhook
Text Splitter
Text Splitter Character Text Splitter
Embeddings
OpenAI
Supabase Insert
Vector Store Supabase
Supabase Query
Vector Store Supabase
Vector Tool
Tool Vector Store
Window Memory
Memory Buffer Window
Chat Model
Lm Chat Anthropic
RAG Agent
Agent
Append Sheet
Google Sheets
Slack Alert
Slack