Iterative AI Research with Google Gemini and Web Search

Conduct comprehensive research on user queries by generating search terms, executing web searches, and refining results iteratively using Google Gemini and Redis.

n8n
Iterative AI Research with Google Gemini and Web Search

This workflow leverages Google Gemini and Redis to perform iterative research. It dynamically generates search queries, executes them using Google Search, and analyzes the results to identify knowledge gaps. The process continues until a well-supported answer with citations is achieved. Redis is used for managing global variables, essential for maintaining state across multiple research loops.

$19.99
Last updated September 5, 2026
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How to import this workflow into n8n

  1. 1Purchase or download the workflow to get the n8n workflow JSON file.
  2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
  3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
  4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

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