AI Agents

Automate Google Sheets with Intelligent Agent

11 nodes 294 169 Webhook
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Workflow Description

Template that deploys an AI agent processing webhook-received data, splitting it into embeddings, searching a vector store, and writing results to Google Sheets with contextual memory. Combines natural language processing with automated spreadsheet updates.

How it works

  1. 1.Receive and validate data via webhook trigger
  2. 2.Split text and generate embeddings using Hugging Face models
  3. 3.Query Weaviate vector store for relevant results
  4. 4.Generate intelligent response through Claude API
  5. 5.Write outputs and findings to Google Sheets automatically

Use cases

  • Populate spreadsheets with auto-analyzed and classified content
  • Process customer inquiries and log AI-generated responses in sheets

Requirements

  • Anthropic API key for Claude access
  • Configured Weaviate vector database instance
  • Authorized Google Sheets connection

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

Details

Trigger Webhook
Nodes 11
Apps 7
Views 294
Downloads 169

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 Weaviate

#5

Query

Vector Store Weaviate

#6

Tool

Tool Vector Store

#7

Memory

Memory Buffer Window

#8

Chat

Lm Chat Anthropic

#9

Agent

Agent

#10

Sheet

Google Sheets

#11