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docs: add Hugging Face Space metadata to README.md

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  # VidyaBot Gradio Edition — Offline AI Study Partner
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  **Offline-first, cost-optimized AI tutor for rural Indian students powered by local Ollama inference and an advanced 5-Stage Context Pruning pipeline.**
 
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+ ---
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+ title: VidyaBot Gradio
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+ emoji: 📚
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+ colorFrom: yellow
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+ colorTo: green
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+ sdk: docker
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+ app_port: 7860
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+ ---
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  # VidyaBot Gradio Edition — Offline AI Study Partner
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  **Offline-first, cost-optimized AI tutor for rural Indian students powered by local Ollama inference and an advanced 5-Stage Context Pruning pipeline.**