Intelligent Web Query and Semantic Re-Ranking Flow
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Automate intelligent web queries with semantic re-ranking to surface the most relevant information. This flow leverages Brave Search API and advanced parsing to refine search results. It's ideal for anyone needing to extract and rank web content efficiently.
About This Workflow
The Intelligent Web Query and Semantic Re-Ranking Flow is a powerful n8n automation designed to streamline the process of gathering and prioritizing web-based information. By integrating with the Brave Search API, this workflow allows you to perform searches and then semantically re-rank the results to pinpoint the most valuable content. It begins by setting up a free Brave Search API key, ensuring cost-effective access. The workflow then processes incoming requests (via webhook or other input methods), queries the web, and employs sophisticated output parsers to extract structured data. Finally, it re-ranks these results semantically to deliver the most pertinent information in a clean, actionable format. This solution is perfect for research, competitive analysis, or any task requiring precise web data retrieval.
Key Features
- Automated Web Searching: Effortlessly query the web using the Brave Search API.
- Semantic Re-Ranking: Go beyond basic search results with intelligent re-ranking for relevance.
- Structured Data Extraction: Utilize advanced parsers to extract key information like titles, URLs, and descriptions.
- Flexible Input: Easily integrate with webhooks or adapt to other input nodes.
- Customizable Output: Define the desired structured output for your re-ranked results.
How To Use
- Obtain Brave Search API Key: Visit api.search.brave.com, create an account, subscribe to the free plan, and generate an API key.
- Configure API Key: In the 'Query' node, update the 'X-Subscription-Token' parameter with your generated API key.
- Set Input Node: Configure the 'Webhook' node (or replace it with your preferred input node, e.g., HTTP Request, Manual Trigger) to receive your initial query or data.
- Define Output Structure: Adjust the
jsonSchemaExamplein the 'Structured Output Parser' node to match your desired output format for re-ranked results (e.g., 'reasoning_summary', 'final_search_query'). - Customize Data Aggregation: Review and modify the JavaScript code in the 'Query-1 Combined' node if you need to alter how the initial search results are processed before re-ranking.
- Configure Response: In the 'Respond to Webhook' node, map the re-ranked results from the 'Semantic Search - Result Re-Ranker' node to the desired JSON structure for your API response.
Apps Used
Workflow JSON
{
"id": "ac842fa1-d6e9-48ee-8282-e45e3a3604ca",
"name": "Intelligent Web Query and Semantic Re-Ranking Flow",
"nodes": 27,
"category": "DevOps",
"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: ac842fa1-d6e9...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
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