AI-Driven Recipe Suggestions via WhatsApp Using Pantry Items

Transform your pantry items into delicious recipes with AI-powered suggestions delivered through WhatsApp. Integrate Google Gemini AI and FatSecret API for personalized cooking assistance.

n8n

This workflow creates an intelligent WhatsApp cooking assistant that leverages AI to provide personalized recipe suggestions based on available pantry items. By integrating Google Gemini AI for natural language processing and the FatSecret API for accessing a comprehensive recipe database, users can receive tailored recipe recommendations. The system maintains conversation context for a seamless experience, allowing users to interact naturally and receive relevant cooking ideas without manual input.

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Last updated October 3, 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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