Library / Web Scraping & Research
Web Scraping & Research
Summarize Yelp Business Reviews with Bright Data and Gemini
When you run it, it fetches Yelp reviews for a business through Bright Data and has Google Gemini extract and summarize them.
What it does
# Extract & Summarize Yelp Business Review with Bright Data and Google Gemini ## Overview Automated workflow: Extract & Summarize Yelp Business Review with Bright Data and Google Gemini. This workflow integrates 10 different services: stickyNote, httpRequest, lmChatGoogleGemini, chainLlm, outputParserStructured. It contains 18 nodes and follows best practices for error handling and security. ## Workflow Details - Total Nodes: 18 - Node Types: 10 - Error Handling: ✅ Implemented - Security: ✅ Hardened (no sensitive data) - Documentation: ✅ Complete ## Node Breakdown - When clicking ‘Test workflow’: manualTrigger - Sticky Note1: stickyNote - Sticky Note: stickyNote - Set Yelp URL with the Bright Data Zone: set - HTTP Request to fetch the Yelp Business Reviews: httpRequest - Google Gemini Chat Model: lmChatGoogleGemini - Structured Output Parser: outputParserStructured - Summarization Chain: chainSummarization - Merge: merge - Webhook Notifier for the merged response: httpRequest - ... and 8 more nodes ## Usage Instructions 1. Configure Credentials: Set up all required API keys and credentials 2. Update Variables: Replace any placeholder values with actual data 3. Test Workflow: Run in test mode to verify functionality 4. Deploy: Activate the workflow for production use ## Security Notes - All sensitive data has been removed or replaced with placeholders - Error handling is implemented for reliability - Follow security best practices when configuring credentials ## Troubleshooting - Check error logs if workflow fails - Verify all credentials are properly configured - Ensure all required services are accessible
The steps
- When clicking ‘Test workflow’
- Set Yelp URL with the Bright Data Zone
- HTTP Request to fetch the Yelp Business Reviews
- Google Gemini Chat Model
- Structured Output Parser
- Summarization Chain
- Merge
- Webhook Notifier for the merged response
- Google Gemini Chat Model for Summarization
- Structured Data Extractor
- Error Handler
- Stopanderror 1
- Error Handler for 4cccab05
- Error Handler for 5b39a992
31 steps in total.
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