Extract & Summarize Yelp Business Review with Bright Data and Google Gemini
Configured with Chain LLM, Chain Summarization, HTTP Request, LM Chat Google Gemini, and additional nodes. Review the connections and setup before adapting this template.
Node categories in this workflow
- Trigger
- Transform
- Web / API
- AI & models
Icons describe general node roles, inferred from node types. Inspect the parameters for the configured action.
Drag to pan; use + and − to zoom. Reconstructed from the exported node positions; nothing runs here. Dashed lines represent non-main connections. Full node names and notes appear below.
How it works
The exported workflow contains the following configured nodes. Their connections are shown above; inspect the JSON for the complete logic, expressions, and external actions.
| Node | Category | Type | Operation |
|---|---|---|---|
| When clicking ‘Test workflow’ | Trigger | Manual Trigger | See node parameters |
| Set Yelp URL with the Bright Data Zone | Transform | Edit Fields | See node parameters |
| HTTP Request to fetch the Yelp Business Reviews | Web / API | HTTP Request | POST |
| Google Gemini Chat Model | AI & models | LM Chat Google Gemini | See node parameters |
| Structured Output Parser | Transform | Output Parser Structured | See node parameters |
| Summarization Chain | AI & models | Chain Summarization | See node parameters |
| Merge | Transform | Merge | See node parameters |
| Webhook Notifier for the merged response | Web / API | HTTP Request | See node parameters |
| Google Gemini Chat Model for Summarization | AI & models | LM Chat Google Gemini | See node parameters |
| Structured Data Extractor | AI & models | Chain LLM | See node parameters |
Setup
- Download the JSON and import it into an isolated n8n instance. Leave the workflow inactive.
- Connect your own credentials through n8n’s credential store. Replace
REPLACE_WITH_*values with your resource identifiers. - Inspect API destinations, Code nodes, database queries, file paths, and outbound actions.
- Run with synthetic data and harmless destinations. Enable triggers only after checking the actual outputs.
Requirements
An n8n instance with the listed node types and compatible versions. Service-connected workflows may require accounts, credentials, or paid APIs.
Credential types declared in the source
googlePalmApihttpHeaderAuth
Workflow notes
LLM Usages
LLM Usages
Google Gemini Flash Exp model is being used.
Basic LLM Chain with the Output parser for building the structured data.
Summarization Chain to summarize the structured response.
Note
Note
Deals with the Yelp Business Review data extraction using the Bright Data and LLM for structured data extraction and summarization.
Please make sure to update the "Set Yelp URL with the Bright Data Zone" and the Webhook Notification URL
Set Yelp URL with the Bright Data Zone
Set the URL which you are interested to scrap the data
Extract & Summarize Yelp Business Review with Bright Data and Google Gemini
Extract & Summarize Yelp Business Review with Bright Data and Google Gemini
Purpose and structure
This folder contains the Extract & Summarize Yelp Business Review with Bright Data and Google Gemini workflow. Its executable nodes use chainLlm, chainSummarization, httpRequest, lmChatGoogleGemini, manualTrigger, merge, outputParserStructured, set. The table and connection map below are derived from the JSON, not an inferred guarantee of behavior.
Setup
Import inactive. Configure your own credentials and replace REPLACE_WITH_* values. Review external destinations and Code nodes before running.
Entry points
When clicking ‘Test workflow’
Verification
Sanitized source candidate; not runtime-tested. This overview is generated from node metadata. Read the folder README for the connection map, credential types, and license.
Attribution
https://github.com/Zie619/n8n-workflows/blob/94007c1445d9258a7da116646b79473e7c7c3282/workflows/Manual/1821_Manual_Stickynote_Automation_Webhook.json MIT; preserve source notices.