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# SENTRIX // Neural Sentiment Engine
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**SENTRIX** is a high-performance, mobile-first sentiment analysis dashboard. It utilizes a distributed hybrid architecture, combining a globally accessible Progressive Web App (PWA) with a dynamically hardware-accelerated local inference node.
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## 🏗️ System Architecture
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SENTRIX operates across three decoupled layers. The model weights are hosted in the cloud, the UI is served globally, and the mathematical inference runs locally on the host machine.
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```text
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[ Layer 1: Storage ] [ Layer 2: Frontend ] [ Layer 3: Backend ]
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Hugging Face Hub GitHub Pages Local Host (PC/Mac)
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(Model Weights) (Web Interface) (Flask Inference Node)
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│ │ │
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│ 1. Downloads weights │ 3. Sends POST /analyze │
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│ on first startup │ via local network IP │
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▼ ▼ │
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┌────────────┐ ┌────────────┐ ┌───────▼──────┐
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│ prem79/ │ │ sentrix_ │ │ app.py │
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│ sentrix_ ├──────────────►│ ML_IA ├──────────────►│ (RoBERTa V2) │
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│ roberta_V2 │ │ (UI) │ │ │
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└────────────┘ └────────────┘ └──────────────┘
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│
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│ 2. Caches model
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│ in memory
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▼
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