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Analyze Product Ingredient Photos with Telegram & Gemini 2.5 Flash
Analyze Product Ingredient Photos with Telegram & Gemini 2.5 Flash
by Parth Pansuriya
•
Updated: Last update 4 days ago
•
Source:
n8n.io
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Tags
Content Creation
Multimodal AI
Getting Started
Free to Download
Details
Content
Analyze Ingredient Photos using Telegram & Gemini AI
Who’s it for
Skincare enthusiasts who want to know if a product is safe.
Food or supplement buyers checking ingredient safety.
Parents reviewing kids’ products.
Anyone wanting quick ingredient analysis before using/buying a product.
How it works / What it does
Telegram Input
– User sends a photo of a product label or a text list of ingredients.
Photo Handling
– Workflow checks if the message contains a photo.
If
yes
→ retrieves the file, extracts ingredients using Google Gemini AI.
If
no
→ handles text/greetings/off-topic queries.
Caption Branching
With caption
→ Gives Use / Do Not Use recommendation + reason.
Without caption
→ Gives Advantages, Disadvantages, Recommended For, Not Recommended For (3 points each).
Response on Telegram
– Sends a friendly, structured response back to the user.
How to set up
Import this workflow JSON into n8n.
Create and connect a Telegram bot via BotFather → paste the API token in Telegram credentials.
Add Google Gemini (PaLM) API credentials inside n8n.
Activate the workflow and send your first product photo via Telegram!
Requirements
n8n instance (self-hosted or cloud).
Telegram bot token.
Google Gemini API credentials.
How to customize the workflow
Change AI Instructions
– Update system messages to tweak tone (more technical, casual, or medical).
Adjust Output Format
– Edit Telegram response nodes for shorter/longer answers.
Expand Analysis
– Add extra categories (e.g., allergens, environmental impact).
Multi-language Support
– Modify prompts to output in the user’s preferred language.
Add Database Logging
– Connect to MySQL, PostgreSQL to save conversations (user queries + AI responses).
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