AI Agents

Automate Google Sheets data processing with AI intelligence

35 nodes 316 144 Scheduled trigger
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Workflow Description

Advanced automation template that deploys an AI agent to process Google Sheets data on a scheduled basis, enabling intelligent analysis, classification, and information extraction using OpenAI language models with conditional logic and HTTP integration.

How it works

  1. 1.Trigger automation on schedule or manual activation
  2. 2.Retrieve data from designated Google Sheets worksheet
  3. 3.Process data through an LLM Chain powered by OpenAI models
  4. 4.Apply conditional logic to direct workflow paths
  5. 5.Send results via HTTP requests to external systems
  6. 6.Write processed output back to Google Sheets

Use cases

  • Automatically categorize and organize large datasets in real-time
  • Extract keywords and summaries from stored text records
  • Validate data quality and detect anomalies programmatically

Requirements

  • Google account with active Google Sheets API access
  • Valid OpenAI API key for language model capabilities
  • Well-structured worksheet containing source data for processing

Service Value

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

Apps Used

Google Sheets OpenAI LLM Chain

Details

Trigger Scheduled trigger
Nodes 35
Apps 3
Views 316
Downloads 144

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 (35)

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Settings

Set

#1

ScheduleTrigger

Schedule Trigger

#2

ManualTrigger

Manual Trigger

#3

Schedule

Google Sheets

#4

Config

Code

#5

fetchConfig

Google Sheets

#6

AgentLLM

OpenAI

#7

IfScheduledNow

If

#8

PreparedData

Code

#9

RecombinedDataRow

Code

#10

SaveBackToSheet

Google Sheets

#11

IfActionPublish

If

#12

IfTakeAction

If

#13

IfPromptExists

If

#14

Basic LLM Chain

LLM Chain

#15

CreatePost

HTTP Request

#16

SetToPublish

Google Sheets

#17

PrepareXmlPost

Code

#18

HandleXMLRPCResponse

Code

#19

PostingSuccessful

If

#20

LogStatus

Google Sheets

#21

LogPublished

Google Sheets

#22

Sticky Note

Sticky Note

#23

Sticky Note1

Sticky Note

#24

Sticky Note2

Sticky Note

#25

Sticky Note3

Sticky Note

#26

Sticky Note4

Sticky Note

#27

Sticky Note5

Sticky Note

#28

Sticky Note6

Sticky Note

#29

Sticky Note7

Sticky Note

#30

Sticky Note8

Sticky Note

#31

Sticky Note9

Sticky Note

#32

Sticky Note10

Sticky Note

#33

Sticky Note11

Sticky Note

#34

Sticky Note12

Sticky Note

#35

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