AI Agents

Analyze data and update Google Sheets with artificial intelligence

11 nodes 339 156 Webhook
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Workflow Description

An advanced AI system that receives data via webhook, processes it through text splitting and deep semantic extraction, stores it in a vector database, and activates an intelligent agent with conversational memory to derive insights and automatically update Google Sheets with findings.

How it works

  1. 1.Receive webhook request and trigger workflow execution
  2. 2.Split long texts and convert them into deep semantic vectors
  3. 3.Store vectors in Weaviate and retrieve contextually relevant information
  4. 4.Activate intelligent agent with conversational memory to analyze and extract insights
  5. 5.Generate results through Anthropic model and write directly to Google Sheets

Use cases

  • Analyze lengthy reports and auto-summarize findings directly in Google Sheets
  • Process customer inquiries, extract key data, and save automatically
  • Classify and index large documents while linking them to working spreadsheets
  • Enrich spreadsheets with intelligent insights extracted from comprehensive information archives

Requirements

  • API key from Anthropic to enable language model functionality
  • Google Sheets account with write and edit permissions
  • Setup of Weaviate vector database or cloud-based instance
  • Prepare initial data or reference documents for contextual search

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 339
Downloads 156

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)

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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