AI Agents

Extract Google Sheets data and send intelligent summaries to Slack

12 nodes 281 121 Webhook
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Workflow Description

An intelligent automation that connects Google Sheets with Slack through an AI agent. It extracts data from spreadsheets, processes it using advanced language models and vector storage, then automatically sends customized messages to Slack channels based on analysis.

How it works

  1. 1.Receive webhook trigger and activate the workflow
  2. 2.Process text and convert to vector representations using Embeddings
  3. 3.Query vector database and retrieve relevant data
  4. 4.Activate an intelligent agent using OpenAI to analyze data and make decisions
  5. 5.Read and format data from Google Sheets
  6. 6.Send processed messages to designated Slack channels

Use cases

  • Send daily sales data summaries from spreadsheets to marketing team in Slack
  • Real-time alerts when critical data in sheets is updated to project managers
  • Analyze customer reports from Sheets and send smart recommendations to team via Slack

Requirements

  • Google Workspace account with Google Sheets editing permissions
  • Slack account with channel messaging and app permissions
  • API keys for OpenAI, Cohere, and Supabase services
  • Basic understanding of the data structure required in spreadsheets

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.

Apps Used

Text Splitter Embeddings Vector Store Memory OpenAI AI Agent Google Sheets Slack

Details

Trigger Webhook
Nodes 12
Apps 8
Views 281
Downloads 121

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)

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Sticky Note

Sticky Note

#1

Webhook Trigger

Webhook

#2

Text Splitter

Text Splitter Character Text Splitter

#3

Embeddings

Embeddings Cohere

#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

OpenAI

#9

RAG Agent

Agent

#10

Append Sheet

Google Sheets

#11

Slack Alert

Slack

#12