WhatsApp AI Recipe Suggestions from Pantry via Gemini & FatSecret

Transforms WhatsApp pantry item lists into personalized recipes using Gemini AI for intent analysis and FatSecret API for nutritional data. Enables conversational cooking assistance with context memory.

This n8n workflow powers an intelligent WhatsApp chatbot that converts users' pantry ingredients into tailored recipe recommendations. It leverages Google Gemini AI to parse natural language inputs, extracting ingredients, dietary preferences, and constraints like cooking time. The AI then intelligently maps these to queries for the FatSecret Recipes API, pulling comprehensive recipe data with nutritional breakdowns. Key benefits include natural language processing for seamless user experience—
Platform
n8n
Category
Data & Analytics
Price
$24.99
Creator
Zoltan Nowak

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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