Unlock Web Data with AI: Bright Data & Google Gemini Integration
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Automate the extraction of structured data from the web using Bright Data's powerful proxy infrastructure and Google Gemini's advanced AI capabilities. This workflow transforms raw web content into actionable insights.
About This Workflow
This n8n workflow offers a sophisticated solution for extracting and analyzing structured data from any website. It leverages Bright Data's Web Unlocker to bypass anti-scraping measures and retrieve raw web content. The retrieved content is then processed by Google Gemini's Flash Exp model, first to clean and convert it into plain text, removing any scripts or styling. Following this, another instance of Google Gemini is used for advanced information extraction and sentiment analysis, providing structured outputs for topics and sentiment. Finally, the extracted and analyzed data is sent via webhook for further integration into your systems.
Key Features
- Intelligent Web Data Extraction: Utilizes Bright Data's Web Unlocker to reliably access and scrape web pages.
- AI-Powered Content Transformation: Employs Google Gemini to convert raw HTML into clean, textual data, removing extraneous code.
- Advanced AI Analysis: Leverages Google Gemini for sophisticated topic extraction and sentiment analysis.
- Structured Data Output: Provides organized and actionable insights in a structured format.
- Flexible Integration: Sends processed data via webhooks for seamless integration with other applications.
How To Use
- Configure Bright Data: Ensure your Bright Data credentials are set up in n8n.
- Set Target URL: In the "Set URL and Bright Data Zone" node, update the
urlparameter with the website you wish to scrape and specify your Bright Datazone. - Configure Google Gemini Credentials: Link your Google Gemini API account in the n8n credentials.
- Customize LLM Prompts: Adjust the
textandmessagesparameters in the "Markdown to Textual Data Extractor" and "Topic Extractor with the structured response" nodes to fine-tune the AI's extraction and analysis tasks. - Update Webhook URL: In the "Initiate a Webhook Notification for Markdown to Textual Data Extraction" and "Initiate a Webhook Notification for AI Sentiment Analyzer" nodes, replace the placeholder webhook URL with your actual webhook endpoint.
- Test and Deploy: Run the workflow using the "Test workflow" trigger and monitor the output, then deploy it for continuous data extraction and analysis.
Apps Used
Workflow JSON
{
"id": "a0140e89-25f9-4137-9098-90d2e44f3258",
"name": "Unlock Web Data with AI: Bright Data & Google Gemini Integration",
"nodes": 27,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: a0140e89-25f9...
About the Author
SaaS_Connector
Integration Guru
Connecting CRM, Notion, and Slack to automate your life.
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