AI Agents

Extract and analyze spreadsheet data with AI intelligence in Slack

12 nodes 302 154 Webhook
Download

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. 1.Receive incoming data via webhook and split it into manageable text chunks
  2. 2.Convert text into vector embeddings and store them in the vector database
  3. 3.Execute the AI agent to analyze information and extract key insights
  4. 4.Retrieve additional context from Google Sheets as needed by the agent
  5. 5.Generate results and recommendations in natural language
  6. 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. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (12)

/

Sticky Note

Sticky Note

#1

Webhook Trigger

Webhook

#2

Text Splitter

Text Splitter Character Text Splitter

#3

Embeddings

OpenAI

#4

Supabase Insert

Vector Store Supabase

#5

Supabase Query

Vector Store Supabase

#6

Vector Tool

Tool Vector Store

#7

Window Memory

Memory Buffer Window

#8

Chat Model

Lm Chat Anthropic

#9

RAG Agent

Agent

#10

Append Sheet

Google Sheets

#11

Slack Alert

Slack

#12