AI Agents

Intelligent data processing with AI agent and batch handling

28 nodes 191 118 Automatic trigger
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Workflow Description

An automated workflow that receives data through manual triggers, processes it using an intelligent AI agent powered by Gemini, segments responses into manageable batches, extracts file contents, and applies intelligent filtering to deliver refined results.

How it works

  1. 1.Receive data input via manual trigger
  2. 2.Process requests with AI agent leveraging Gemini language model
  3. 3.Split processed results into parallel-ready batches
  4. 4.Extract and parse data from uploaded files
  5. 5.Filter outputs according to defined criteria

Use cases

  • Process large datasets efficiently with AI-driven analysis
  • Generate intelligent reports automatically from unstructured data
  • Batch-process customer inquiries with semantic understanding

Requirements

  • Valid Google Gemini API credentials
  • File access permissions for data extraction
  • Understanding of expected data input structure

Service Value

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

Apps Used

Gemini AI Agent Split In Batches

Details

Trigger Automatic trigger
Nodes 28
Apps 3
Views 191
Downloads 118

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 (28)

/

When clicking ‘Test workflow’

Manual Trigger

#1

Google Gemini Chat Model

Gemini Model

#2

AI Agent

Agent

#3

Get image from unsplash2

HTTP Request

#4

Split Out

Split Out

#5

Get image from unsplash3

HTTP Request

#6

Transform to base

Extract From File

#7

Call Gemini API1

HTTP Request

#8

Loop Over Items

Split In Batches

#9

AI Agent2

Agent

#10

Google Gemini Chat Model1

Gemini Model

#11

Get image from unsplash4

HTTP Request

#12

Get PDF file

HTTP Request

#13

Get image from unsplash

HTTP Request

#14

Call Gemini API with PDF

HTTP Request

#15

Call Gemini API with Image

HTTP Request

#16

Transform to base64 (image)

Extract From File

#17

Transform to base64 (pdf)

Extract From File

#18

Define Multiple Image URLs

Set

#19

Split Out to multiple items

Split Out

#20

Sticky Note

Sticky Note

#21

Define URLs And Prompts

Set

#22

Sticky Note1

Sticky Note

#23

Filter (optional)

Filter

#24

Sticky Note2

Sticky Note

#25

Sticky Note3

Sticky Note

#26

Sticky Note4

Sticky Note

#27

Sticky Note5

Sticky Note

#28

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