AI Agents

Extract and analyze spreadsheet data, then deliver insights to Slack

12 nodes 308 177 Webhook
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Workflow Description

An automation that receives webhook requests, analyzes Google Sheets data using an AI agent powered by advanced language models, and sends actionable insights directly to Slack channels. The agent intelligently retrieves, processes, and contextualizes information for your team.

How it works

  1. 1.Receive incoming webhook request and initialize contextual memory
  2. 2.Split and process spreadsheet content using text segmentation
  3. 3.Route the AI agent to query Google Sheets and analyze the data
  4. 4.Send results and findings to the designated Slack channel

Use cases

  • Monitor KPIs from spreadsheets and instantly notify team members of changes
  • Analyze sales or attendance data and deliver daily summaries to Slack
  • Answer employee questions about spreadsheet data automatically via Slack messages

Requirements

  • Active Google Sheets account with organized, accessible data
  • Slack workspace with a dedicated channel for automated messages
  • API keys for OpenAI, Anthropic, and Supabase vector database

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 308
Downloads 177

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

Lm Chat Anthropic

#9

RAG Agent

Agent

#10

Append Sheet

Google Sheets

#11

Slack Alert

Slack

#12