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AI Multimodal Expense Tracker Final

by Cuong NguyenUpdated Aug 2026
RequiresGoogle SheetsGoogle SheetsGoogle GeminiTelegramTelegram
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Google Sheets: Get Rows (Dedup lookup)Google Sheets: …IfIF (Is Duplicate?)IF (Is Duplicat…SwSwitch (Voice/Photo/Text)Switch (Voice/P…CoCode (Restore Telegram Payload)Code (Restore T…SeSet (Text Context)Set (Text Conte…Google Gemini Chat (Text → JSON)Google Gemini C…CoCode (Parse Gemini JSON)Code (Parse Gem…CoCode (Split expenses to items)Code (Split exp…Google Sheets → Append row(s)Google Sheets →…IfIF (Has expenses?)IF (Has expense…SeSet (Photo Context)Set (Photo Cont…CoCode (Pick Best Photo)Code (Pick Best…CoCode (Normalize Gemini Image Output)Code (Normalize…Telegram → Send Error Message and wait for responseTelegram → Send…Telegram → Send Final MessageTelegram → Send…Google Gemini (Analyze Image)Google Gemini (…SeSet (Voice Context)Set (Voice Cont…Telegram → Get Voice FileTelegram → Get …Telegram → Get Image FileTelegram → Get …Google Gemini (Analyze Audio)Google Gemini (…CoCode (Normalize Gemini Audio Output)Code (Normalize…CoCode (Normalize Gemini Text Output)Code (Normalize…SwSwitch (Command Router)Switch (Command…CoCode (Parse Budget Amount)Code (Parse Bud…IfIF (Budget ok?)Telegram → Budget ErrorTelegram → Budg…Google Sheets → Append or update row in sheetGoogle Sheets →…Telegram → Budget UpdatedTelegram → Budg…GS - Get Daily Report RangeGS - Get Daily …CoCode - Build Daily ReportCode - Build Da…TG - Send Daily ReportTG - Send Daily…CoCode (Schedule Report Token)Code (Schedule …Telegram TriggerCoCode - Check Latest TokenCode - Check La…IfIfDTReportTokensDTData table → Get row(s)Data table → Ge…DTData table → Delete row(s)Data table → De…WaWaitSeCONFIG - User SettingsCONFIG - User S…
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STEPS · 41
Starts on a Telegram event

On a Telegram message, extracts expense details with Google Gemini and logs them to Google Sheets, replying via Telegram.

Tags

eventadvancedGoogle SheetsGoogle GeminiPersonal ProductivityAI Chatbotdiscoveredpending-review
Connects
sheetsGoogle SheetsGoogle GeminitelegramTelegram
CategoryFinance & Accounting
Triggerevent
Complexityadvanced
Nodes40
AddedJun 27, 2026