App Flutter

Frontend Multiplatform UI

Audio, Text & Image Input

CommHub API

Manages Sessions & History

Orchestrates service communication (PHP)

Session History

SQL DB

Toscan API

LLM Integration (PHP)

LLaMA 3 / Qwen 2.5

Oracle Tools

Calls Matrix API services

Matrix API

Queries Agrozapp

RAG Knowledge Database

Milvus Vector DB

Audio API

TTS & STT (Python)

RAG Agriculture Database

Agrozapp SQL DB

User