AI Agents

Query Google Sheets and send results to Slack with AI

12 nodes 298 181 Webhook
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Workflow Description

Automation receives webhook requests, processes data using Anthropic's language model with vector search capabilities, retrieves information from Google Sheets, and delivers results to Slack channels. Uses embeddings and intelligent agent routing for context-aware responses.

How it works

  1. 1.Receive incoming webhook request and initialize connections
  2. 2.Split and embed text data, store in vector database for retrieval
  3. 3.Run AI agent to query Sheets and find relevant information
  4. 4.Send formatted results to designated Slack channels

Use cases

  • Send automated alerts and Sheets data summaries to team channels
  • Intelligent search across large spreadsheets with smart result delivery to Slack

Requirements

  • Active Google Sheets account with structured data
  • Slack workspace with message posting permissions on channels

Service Value

Ready-made workflow template for automation delivery and service execution.

Apps Used

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

Details

Trigger Webhook
Nodes 12
Apps 8
Views 298
Downloads 181

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

Lm Chat Anthropic

#9

RAG Agent

Agent

#10

Append Sheet

Google Sheets

#11

Slack Alert

Slack

#12