AI Innovation Hub | Shelwyn Corte - Generative AI & Automation Solutions

1 Upload Your Image

Upload any PNG, JPG, JPEG.

2 Chat Activation

Once upload is successful, the chat interface becomes available.

3 Ask Questions

Ask questions about your image(s) and receive AI-powered responses based on the content.

Multimodal visual analysis powered by Gemini combines powerful computer vision with natural language understanding to interpret your images comprehensively. Unlike basic image recognition, Gemini can analyze multiple aspects of images - from identifying objects and reading text to understanding visual relationships and context - providing detailed, natural-language insights about the visual content you share.

User/Application Journey

1 - Client Layer

Image upload functionality
Question input interface
Interactive response display

2 - Frontend Server (Server A)

Image validation & preprocessing
User session management
Response formatting & display

3 - Backend Server (Server B)

Image processing & optimization
Gemini Vision API integration
Response processing & enhancement

4 - Database Server (Server C)

Advanced image understanding
Natural language processing
Context-aware responses

Process Flow

User uploads image and asks question
PHP server processes and validates image
FastAPI prepares image for Gemini Vision
Gemini analyzes image and generates response
Response processed and enhanced by FastAPI
Interactive response displayed to user

Upload

CSV Analysis System Architecture

User/Application Journey

User/Application Journey

1 - Client Layer

2 - Frontend Server (Server A)

3 - Backend Server (Server B)

4 - Database Server (Server C)

Process Flow