Extract Transactions from Images using unli.dev Vision API & Telegram β€” n8n Workflow

Medium complexity⚑ Trigger6 nodes🏷️ Invoice Processingby Khairul Muhtadin

Overview

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.

πŸ’‘ Why Use Image Analyzer?

Save time:** Process images in seconds, cutting manual entry by up to 90%. Solve pain points:** No more blurry scr

Nodes used

HTTP RequestTelegramCode

Workflow Preview

πŸ“€ Send Response
Convert to Base
S
Set Request
πŸ“₯ Download Image
⚑
T
Telegram Trigger
Call Vision API
6 nodes5 edges

How it Works

  1. 1

    Trigger

    The workflow starts with a trigger trigger.

  2. 2

    Process

    Data flows through 6 nodes, connecting code, httprequest, set.

  3. 3

    Output

    The workflow completes its automation and delivers the result to the configured destination.

Node Details (6)

HT

HTTP Request

httpRequest

#1
TE

Telegram

telegram

#2
CO

Code

code

#3

How to Import This Workflow

  1. 1Click Download JSON button on the right to save the workflow file.
  2. 2Open your n8n instance. Go to Workflows β†’ New β†’ Import from file.
  3. 3Select the downloaded extract-transactions-from-images-using-unlidev-vision-api-telegram file and click Import.
  4. 4Set up credentials for each service node (API keys, OAuth, etc.).
  5. 5Click Test Workflow to verify everything works, then activate it.

Or paste directly in n8n β†’ Import from JSON:

{ "name": "Extract Transactions from Images using unli.dev Vision API & Telegram", "nodes": [...], ...}

Integrations

codehttprequestsettelegramtelegramtrigger

Get This Workflow

Download and import in one click

Download JSONView on n8n.io
Nodes6
Complexitymedium
Triggertrigger

Created by

Khairul Muhtadin

Khairul Muhtadin

@khmuhtadin

Tags

codehttprequestsettelegramtelegramtrigger
⚑

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Standard accounting templates often fail to reflect a premium brand identity. This sophisticated n8n workflow bridges the gap between financial record-keeping and professional client presentation. By moving beyond the native limitations of QuickBooks Online, this automation enables businesses to generate high-end, multi-page PDF invoices that align perfectly with their corporate styling. The process begins the moment a new invoice is generated in QuickBooks, triggering a webhook that captures real-time billing data. The workflow then utilizes advanced HTML-to-File conversion and custom Code nodes to structure data into a polished, branded layout. It handles complex logic such as line-item merging and multi-page formatting automatically. Once the document is rendered, the system bypasses generic 'no-reply' senders by routing the finalized PDF through your preferred email provider. This ensures a seamless, white-labeled experience for your clients while eliminating the manual overhead of exporting, styling, and attaching files. Ideal for agencies and service providers, this flow guarantees that your most frequent touchpointβ€”the billβ€”is as professional as your work. **Common Use Cases:** - High-end creative agencies requiring bespoke, white-labeled billing documents for premium clients. - Automated recurring subscription billing where custom tax disclosures or localized branding are required. - Service-based businesses needing to attach dynamic project reports or terms of service directly to QuickBooks invoices.

πŸ”— WebhookΒ·12 nodes