Extract Transactions from Images using unli.dev Vision API & Telegram

unli.dev + n8n + Telegram

Image Analyzer turns images sent to your Telegram bot into clean, Markdown-formatted transaction text using unli.dev Vision API. Instead of typing numbers and dates manually, the workflow downloads the photo, converts it to base64, analyzes it via API, and replies in-chat with extracted details, saving time and reducing errors.

💡 Why Use Image Analyzer?

Save time:** Process images in seconds, cutting manual entry by up to 90%. Solve pain points:** No more blurry screenshot frustration; get clean Markdown transactions. Faster outcomes:** Per-image turnaround under 15s. Competitive edge:** Give staff/customers structured feedback instantly

⚡ Perfect For

Small business owners:** Capture receipts/payments quickly. Accountants/bookkeepers:** Intake client receipts with fewer typos. Ops/support teams:** Turn messy screenshots into actionable records.

🔧 How It Works

Trigger: Telegram bot receives photo. Process: Convert to base64 & prepare request. Smart Logic: Call unli.dev Vision API for text extraction. Output: Send Markdown result back to Telegram. Optional: Save structured data to Google Sheets, Airtable, or DB.

🛠 Quick Setup

Import workflow JSON to your n8n instance. Add credentials: Telegram bot + unli.dev API key. Customize the system prompt (default: extract the transaction in Markdown). Test by sending a real photo to your bot.

🧩 You’ll Need

n8n instance Telegram bot token unli.dev Vision API key Optional: Google Sheets / Airtable for storage

Made by: Khaisa Studio
Category: Image Analysis

Contact: Get in touch