AI Agents

Connect Google Sheets with Slack

12 nodes 205 143 Webhook
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Workflow Description

An intelligent agent template connecting Google Sheets with Slack through AI-powered natural language processing. Receives requests via webhook, splits and embeds data into Pinecone vector store, then delivers context-aware responses to Slack using conversational memory and semantic search.

How it works

  1. 1.Receive incoming request through webhook trigger and initialize workflow
  2. 2.Split and chunk Google Sheets data into processable text segments
  3. 3.Generate embeddings and store vectors in Pinecone database
  4. 4.Execute AI agent query with conversational memory context
  5. 5.Retrieve relevant information from vector store using semantic search
  6. 6.Send intelligent response directly to Slack channel

Use cases

  • Enable team members to query spreadsheet data naturally through Slack messages
  • Automate data analysis and generate instant reports without manual intervention
  • Create a context-aware assistant that understands complex data relationships and business logic

Requirements

  • API keys for OpenAI, Pinecone, Google Sheets, and Slack
  • A Google Sheets document containing the source data to be queried
  • Active Slack workspace with appropriate channel permissions for bot messaging

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 205
Downloads 143

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

Pinecone Insert

Vector Store Pinecone

#5

Pinecone Query

Vector Store Pinecone

#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