README.md

metadata

title: Neural Link 6G Semantic Decoder
emoji: 🧠
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: false
app_port: 7860

🧠 Neural Link: 6G Semantic Communication Decoder

Welcome to the Neural Link Space! This application simulates a next-generation 6G wireless communication concept: Semantic Decoding.

🎯 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.

⚙️ 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.

🚀 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

🔑 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).