AI Agents

Extract and analyze spreadsheet data intelligently via Slack

12 nodes 289 187 Webhook
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Workflow Description

An automation that receives requests through a webhook, retrieves data from Google Sheets, analyzes it using an AI agent powered by OpenAI, and sends results directly to Slack for real-time team collaboration without manual file handling.

How it works

  1. 1.Receive webhook request and activate the workflow
  2. 2.Split and embed data with context memory from previous conversations
  3. 3.Generate intelligent queries with OpenAI and search the vector database
  4. 4.Retrieve results from Google Sheets and post them to Slack

Use cases

  • Answer team questions about spreadsheet data instantly without opening files
  • Generate monthly report summaries and deliver executive insights directly to Slack

Requirements

  • Google Sheets account with read and write permissions
  • OpenAI API key and Slack workspace with message posting permissions

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 AI Agent Google Sheets Slack

Details

Trigger Webhook
Nodes 12
Apps 7
Views 289
Downloads 187

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

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

OpenAI

#9

RAG Agent

Agent

#10

Append Sheet

Google Sheets

#11

Slack Alert

Slack

#12