Intelligent Web Query and Semantic Re-Ranking Flow
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Automate your web research with this intelligent flow that queries the web, semantically re-ranks results, and extracts structured data. Get precise answers and the most relevant information effortlessly.
About This Workflow
This n8n workflow leverages advanced AI capabilities to revolutionize how you gather information from the web. It starts by setting up a free Brave Search API key to perform initial web queries. The workflow then processes these results, intelligently re-ranking them based on semantic relevance. Finally, it extracts and structures the most pertinent data, providing you with concise summaries and optimized search queries. This is ideal for anyone needing to perform in-depth research, competitive analysis, or gather specific data points from the vastness of the internet with unparalleled accuracy and efficiency.
Key Features
- Automated Web Queries: Leverages Brave Search API for efficient initial data retrieval.
- Semantic Re-Ranking: Utilizes AI to prioritize and order search results by relevance.
- Structured Data Extraction: Parses and outputs key information in a usable format.
- Flexible Input Handling: Easily adaptable to different input triggers like webhooks.
- API Key Management: Clear instructions for setting up and integrating API keys.
How To Use
- Obtain Brave Search API Key: Visit
api.search.brave.com, create an account, subscribe to the free tier, and generate an API key. - Configure Query Node: In the 'Query' node, update the 'X-Subscription-Token' parameter with your generated Brave Search API Key.
- Set Input Trigger: If using a webhook, ensure the 'Webhook' node is configured. If using a different input, update the 'Query 1' and 'Query 1 Ranker' nodes to accept your desired input type.
- Review Output Parsers: The 'Auto-fixing Output Parser' and 'Structured Output Parser' nodes are pre-configured to process and structure the AI's analysis. Adjust the
jsonSchemaExamplein the structured parser if you need to extract different fields. - Customize Response: Modify the 'Respond to Webhook' node to tailor the output format to your specific needs, defining which ranked URLs and their details are returned.
- Execute and Monitor: Run the workflow and monitor its execution for any errors or adjustments needed in the node configurations.
Apps Used
Workflow JSON
{
"id": "dac101dd-eb1a-4b9d-af4d-d1c2effda89e",
"name": "Intelligent Web Query and Semantic Re-Ranking Flow",
"nodes": 19,
"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: dac101dd-eb1a...
About the Author
SaaS_Connector
Integration Guru
Connecting CRM, Notion, and Slack to automate your life.
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