Research#llm📝 BlogAnalyzed: Dec 27, 2025 06:02

Created a "Free Operation" LINE Bot Tax Return App with Cloudflare Workers x Gemini 2.0

Published:Dec 26, 2025 11:21
1 min read
Zenn Gemini

Analysis

This article details the development of a LINE Bot for tax return assistance, leveraging Cloudflare Workers and Gemini 2.0 to achieve a "free operation" model. The author explains the architectural choices, specifically why they moved away from a GAS-only (Google Apps Script) setup and opted for Cloudflare Workers. The focus is on the reasoning behind these decisions, particularly concerning scalability and user experience limitations of GAS. The article targets developers familiar with LINE Bot and GAS who are seeking solutions to overcome these limitations. The core argument is that while GAS is useful, it shouldn't be the primary component in a scalable application.

Reference

レシートをLINEで撮るだけで、AIが自動で仕訳し、スプレッドシートに記録される。