Templates / Extract Details from Receipts via Telegram with Tesseract and Llama

Extract Details from Receipts via Telegram with Tesseract and Llama

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by Khairul Muhtadin ✓ · 2,659 views · created 2025-05-24 · Invoice Processing, AI Summarization

Unknown. This template uses community nodes we can't verify statically. Uses community nodes that can't be verified statically (unverified community packages are off by default in 3.0). Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 13 nodes and runs on Telegram events (message). Along the way it connects Telegram, OpenRouter Chat Model and Tesseractjs (community).

How it runs

Trigger: On Telegram events (message).

  1. Check for Image (If): checks a condition and branches into true / false
  2. Get Telegram File (HTTP Request): calls an HTTP API
  3. Extract Text Input (Edit Fields (Set)): sets 1 field: message
  4. Download Image (HTTP Request): calls an HTTP API
  5. AI Categorizer (Basic LLM Chain): sends a prompt to an LLM, with model: AI Analyzer; output parser: Receipt Parser
  6. Extract Value From Image (Tesseract Node): uses Tesseract Node
  7. Format Summary Message (Code): runs custom JavaScript code
  8. Check Invalid Input (If): checks a condition and branches into true / false
  9. Send Error Message (Telegram): uses Telegram
  10. Send Expense Summary (Telegram): uses Telegram

Services it uses

TelegramOpenRouter Chat ModelTesseractjs (community)

Before you upgrade to n8n 3.0

We can't fully verify this one: it relies on 1 community package, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).

  • Check that n8n-nodes-tesseractjs is verified or supports 3.0 (used in Extract Value From Image).

Nodes used (10)

From the author

Tesseract - Money Mate Workflow Description Disclaimer: This template requires the n8n-nodes-tesseractjs community node, which is only available on self-hosted n8n instances. You’ll need a self-hosted n8n setup to use this workflow. Snap a receipt, get a…

Excerpt from Khairul Muhtadin's description on n8n.io.

View the original on n8n.io → Check your own copy

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