AI Agents

Extract and Analyze Google Sheets Data with AI Intelligence

42 nodes 271 154 Automatic trigger
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Workflow Description

Advanced automation template that uses intelligent agents to read Google Sheets data, segment and process it with OpenAI models, store results in a vector database, and automatically distribute insights across communication channels.

How it works

  1. 1.Automatically load data from Google Sheets
  2. 2.Divide content into manageable segments
  3. 3.Process text with OpenAI models and generate embeddings
  4. 4.Store processed data in Qdrant vector database
  5. 5.Distribute results to Twitter/X and other platforms

Use cases

  • Monitor large spreadsheets and automatically extract critical insights
  • Process high-volume documents and extract key information
  • Build a smart recommendation system that learns from updated sheet data

Requirements

  • Active OpenAI account with API key
  • Editor access to Google Sheets
  • Qdrant account or local vector server
  • Twitter/X account (optional for publishing)

Service Value

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

Apps Used

OpenAI Document Default Data Loader Text Splitter Google Sheets Split In Batches Twitter/X Vector Store

Details

Trigger Automatic trigger
Nodes 42
Apps 7
Views 271
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 (42)

/

Embeddings OpenAI

OpenAI

#1

Default Data Loader

Document Default Data Loader

#2

Convert to Question Answer Pairs

Set

#3

Recursive Character Text Splitter

Text Splitter Recursive Character Text Splitter

#4

Get Survey Results

Google Sheets

#5

Get Survey Headers

Google Sheets

#6

Extract Questions

Set

#7

Questions to List

Split Out

#8

Find All Answers

HTTP Request

#9

Get Payload of Points

HTTP Request

#10

Clusters To List

Split Out

#11

Set Variables

Set

#12

OpenAI Chat Model

OpenAI

#13

Prep Output For Export

Set

#14

Export To Sheets

Google Sheets

#15

Export To Sheets1

Google Sheets

#16

For Each Question...

Split In Batches

#17

Trigger Insights

Execute Workflow

#18

Prep Values For Trigger

Set

#19

Execute Workflow Trigger

Execute Workflow Trigger

#20

Create Insights Sheet

Google Sheets

#21

Prep Values For Export

Set

#22

Sticky Note

Sticky Note

#23

QA Pairs to List

Split Out

#24

Sticky Note1

Sticky Note

#25

Sticky Note2

Sticky Note

#26

Sticky Note3

Sticky Note

#27

Sticky Note4

Sticky Note

#28

Sticky Note5

Sticky Note

#29

Sticky Note6

Sticky Note

#30

Sticky Note7

Sticky Note

#31

Sticky Note8

Sticky Note

#32

Sticky Note9

Sticky Note

#33

Has Clusters?

If

#34

Sticky Note10

Sticky Note

#35

Sticky Note11

Sticky Note

#36

When clicking ‘Test workflow’

Manual Trigger

#37

Get Sheet Details

HTTP Request

#38

Only Clusters With 3+ points

Filter

#39

Apply K-means Clustering Algorithm

Code

#40

Qdrant Vector Store

Vector Store Qdrant

#41

Survey Insights Agent

Information Extractor

#42

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