AI Agents

Automate Google Sheets

11 nodes 257 175 Webhook

Workflow Description

An automation template that combines AI and text processing to streamline Google Sheets tasks. It receives data via webhook, processes it through embeddings and vector search, maintains conversation context, and automatically records results in your spreadsheet.

How it works

1.Receive incoming data and text through webhook trigger
2.Split large texts into manageable chunks for processing
3.Convert text into embedding vectors using Hugging Face models
4.Store vectors in Weaviate for semantic search capabilities
5.Activate an AI agent powered by OpenAI with contextual memory
6.Automatically write results and responses to Google Sheets

Use cases

Document inquiries and responses in a spreadsheet in real time
Analyze large text volumes and organize results automatically
Build a self-updating knowledge system linking new and stored data

Requirements

Valid OpenAI API key configured
Google Sheets account with edit permissions
Accessible Weaviate vector database instance

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.

Apps Used

Text Splitter Embeddings Vector Store Memory OpenAI AI Agent Google Sheets

Details

Trigger Webhook

Nodes 11

Apps 7

Downloads 175

How to Use

1.Click "Download Template"
2.Open your n8n dashboard
3.Go to Workflows > Import from File
4.Select downloaded file and configure credentials

Nodes Used (11)

Sticky

Sticky Note

Webhook

Splitter

Text Splitter Character Text Splitter

Embeddings

Embeddings Hugging Face

Insert

Vector Store Weaviate

Query

Vector Store Weaviate

Tool

Tool Vector Store

Memory

Memory Buffer Window

Chat

OpenAI

Agent

#10

Sheet

Google Sheets

#11

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