Intelligent Web Query & Semantic Re-Ranking with Brave & Gemini
Automates precise web searches using AI-powered semantic query generation via Google Gemini, Brave Search execution, and intelligent result re-ranking for optimal relevance and structured outputs.
This n8n workflow enables fully automated web querying and semantic re-ranking, starting with a webhook that receives user search inputs. It leverages Google Gemini to refine queries into expert-level semantic searches, ensuring highly relevant results from Brave Search API.
Next, it performs AI-driven re-ranking of search results based on alignment with the original query, prioritizing the most pertinent URLs and content. Finally, it generates structured, actionable outputs ready for integration or reporting.
Benefits include time-saving precision in data retrieval, cost-effective free Brave Search, and enhanced accuracy through AI without manual intervention. Ideal use cases: market research, real-time intelligence gathering, competitive analysis, and automated reporting in IT/development tools.
New buyers can create an account from the cart to unlock a controlled $10 first-purchase credit on eligible orders of $25+.
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How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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