GCP AI Math Solver: Storage, OCR, Gemini, Analytics

Mobile app uploads images to Cloud Storage. Cloud Run orchestrates Document AI OCR and Gemini answers, caching in Firest...

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GCP AI Math Solver: Storage, OCR, Gemini, Analytics

Mobile app uploads images to Cloud Storage. Cloud Run orchestrates Document AI OCR and Gemini answers, caching in Firestore and analyzing usage in BigQuery.

advanced
GCP

Tags

#gcp
#serverless
#document-ai
#gemini
#analytics

Architecture Description

Create a GCP architecture diagram for an AI question-solver app. Mobile app uploads images to Cloud Storage. Backend (Cloud Run) triggers Vertex Document AI for OCR (handwritten and printed math expressions). Backend uses Gemini API for generating answers and explanations. Use Firestore for caching and BigQuery for data analysis.

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AI Analysis(1)

AI Review
Tradeoff

about 2 months ago

I appreciate the thought put into your GCP architecture for the AI question-solver app. However, I have significant concerns regarding the reliance on Cloud Run and how it interacts with the Vertex Document AI for OCR processing.

TN

Tetsuji Narishige

@hoge

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Details

Category
ml platform

Estimated monthly cost

$96.13/month

Published
2/1/2026

Services Used

16 cloud services in this architecture

CloudNAT
GCPFirewall
GCEInstance
CloudStorage
CloudPubSub
CloudRun
GCPAPIGateway
GCPDocumentAI
VertexAI
Firestore
BigQuery
GCPSecretManager
CloudKMS
CloudLogging
CloudMonitoring
CloudLB

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