Automate the data mining process using Google Gemini
Workflow Description
Automate large-scale data extraction and analysis using Google Gemini's advanced AI capabilities. Process information efficiently through intelligent batch splitting, categorize extracted insights, and store results in organized formats automatically, saving time and resources.
How it works
- 1.Trigger the workflow manually to initiate the data mining process
- 2.Split incoming data into batches for parallel and efficient processing
- 3.Send batches to Google Gemini for intelligent analysis and insight extraction
- 4.Extract and structure key information according to defined parameters
- 5.Save processed results to files or publish to social platforms like Twitter/X
Use cases
- Extract and organize data from multiple sources automatically
- Analyze large document volumes and categorize them by topic or intent
- Monitor social media channels and extract actionable insights
- Web scraping and data transformation for downstream analytics
Requirements
- Valid API credentials for Google Gemini and OpenAI
- Source data files in supported formats (CSV, JSON, TXT)
- Reliable internet connectivity and adequate storage capacity
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Details
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (19)
When clicking ‘Test workflow’
Manual Trigger
Sticky Note
Sticky Note
Sticky Note1
Sticky Note
Set Esty Search Query
Set
Perform Esty Web Request
HTTP Request
Google Gemini Chat Model
Gemini Model
Loop Over Items
Split In Batches
Perform Esty web request over the loop
HTTP Request
Initiate a Webhook Notification for the extracted data
HTTP Request
Extract Item List with the Product Info
Information Extractor
Google Gemini Chat Model for product info
Gemini Model
Extract Paginated Resultset
Information Extractor
Sticky Note2
Sticky Note
Write the scraped content to disk
Read Write File
Create a binary data
Function
Split Out
Split Out
Extract Paginated Resultset With OpenAI
Information Extractor
OpenAI Chat Model
OpenAI
Sticky Note3
Sticky Note