AI Agents

Connect Google Sheets with Slack

12 nodes 227 152 Webhook
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Workflow Description

An intelligent agent template that receives requests via webhook, processes them using OpenAI and Anthropic models, searches a vector database through Pinecone, maintains conversation memory, and automatically publishes results to Slack and Google Sheets.

How it works

  1. 1.Receive incoming request via webhook and trigger the workflow
  2. 2.Split and embed text content into vectors using OpenAI embeddings
  3. 3.Query Pinecone vector store and retrieve relevant documents with memory buffer
  4. 4.Process the request through an AI agent with OpenAI or Anthropic LLM
  5. 5.Write results and insights automatically to a Google Sheets spreadsheet
  6. 6.Send formatted summary and response to Slack channel or direct message

Use cases

  • Automated customer support responses in Slack powered by knowledge base stored in Sheets
  • Generate intelligent reports from multiple data sources and distribute them instantly to Slack
  • Real-time data analysis and recommendations triggered by incoming requests

Requirements

  • API keys for OpenAI and Anthropic language models
  • Pinecone account with configured vector database and embeddings
  • Authenticated access to Google Sheets and Slack workspace
  • Accessible webhook endpoint to receive external requests

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 227
Downloads 152

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

Lm Chat Anthropic

#9

RAG Agent

Agent

#10

Append Sheet

Google Sheets

#11

Slack Alert

Slack

#12