AI Agents

Automate Google Sheets

11 nodes 206 154 Webhook
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Workflow Description

An intelligent automation template that connects an AI agent with Google Sheets through advanced text processing and semantic embeddings. Receives data via webhook, processes it with a language model, and automatically stores results in spreadsheets while maintaining conversation history for contextual responses.

How it works

  1. 1.Receive incoming requests through webhook and log incoming data
  2. 2.Split long texts and convert them into semantic embeddings (embeddings)
  3. 3.Retrieve relevant information from the vector database (Supabase)
  4. 4.Process the request through an intelligent agent while preserving previous context
  5. 5.Generate responses using a language model (Hugging Face)
  6. 6.Write results and new data directly to Google Sheets

Use cases

  • Intelligently manage customer and sales data without manual intervention
  • Automatically analyze, categorize incoming inquiries and save results to sheets
  • Build a smart assistant system connected to spreadsheets for automated question answering

Requirements

  • Google Cloud account with access permissions to Google Sheets API
  • Valid API keys for Hugging Face, Supabase, and correctly configured Vector Store

Service Value

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

Apps Used

Text Splitter Embeddings Vector Store Memory Lm Chat Hf AI Agent Google Sheets

Details

Trigger Webhook
Nodes 11
Apps 7
Views 206
Downloads 154

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 (11)

/

Sticky

Sticky Note

#1

Webhook

Webhook

#2

Splitter

Text Splitter Character Text Splitter

#3

Embeddings

Embeddings Hugging Face

#4

Insert

Vector Store Supabase

#5

Query

Vector Store Supabase

#6

Tool

Tool Vector Store

#7

Memory

Memory Buffer Window

#8

Chat

Lm Chat Hf

#9

Agent

Agent

#10

Sheet

Google Sheets

#11