| --- |
| title: Neural Link 6G Semantic Decoder |
| emoji: 🧠 |
| colorFrom: blue |
| colorTo: indigo |
| sdk: docker |
| pinned: false |
| app_port: 7860 |
| --- |
| |
| # 🧠 Neural Link: 6G Semantic Communication Decoder |
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| Welcome to the **Neural Link** Space! This application simulates a next-generation 6G wireless communication concept: **Semantic Decoding**. |
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| ## 🎯 The Core Concept |
| In highly destructive, noisy environments, traditional wireless communication (which tries to recover exact bits) fails completely, rendering messages unreadable. Semantic Communication shifts the paradigm: instead of trying to recover the exact bits, the system uses AI to recover the *meaning* (intent) of the corrupted message. |
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| ## ⚙️ How This Space Works |
| 1. **The Noisy Channel:** A message is passed through a simulated wireless channel, resulting in severely corrupted text (e.g., `Cr^tical satellite %elemetr& d~ta...`). |
| 2. **The AI Decoder:** The corrupted output is fed into an AI model (`gpt-4o-mini`). |
| 3. **Intent Reconstruction:** The AI analyzes the remaining contextual clues and reconstructs the perfectly corrected, original semantic intent. |
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|
| ## 🚀 Architecture |
| This Space uses a custom Docker multi-stage build to serve a modern web app: |
| * **Frontend:** React.js powered by Vite |
| * **Backend:** Python FastAPI |
| * **AI Engine:** OpenAI API |
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| ## 🔑 Important Setup: Space Secrets |
| To run this Space successfully, the AI Decoder requires an active OpenAI API Key. |
| If you are cloning or duplicating this Space, you must add your own key: |
| 1. Go to this Space's **Settings**. |
| 2. Scroll down to **Variables and secrets**. |
| 3. Create a new Secret with the Name: `OPENAI_API_KEY` |
| 4. Paste your active OpenAI key into the Value field. |
| *(Note: The OpenAI account must have available billing credits to avoid `429 Insufficient Quota` errors).* |
