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Add Hugging Face Space metadata in README.md

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+ ---
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+ title: SentimentDetectiontest
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+ emoji: 🎓
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+ colorFrom: indigo
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+ colorTo: blue
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+ sdk: docker
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+ pinned: false
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+ ---
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+
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+ # Educational Sentiment Chatbot
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+
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+ This is a Socratic educational tutor chatbot designed to dynamically adjust its response tone based on the student's detected sentiment (confusion, frustration, boredom, confidence, or neutral).
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+
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+ It evaluates four different agent/classifier flows:
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+ - **Option A**: Gemini 3.1 Flash Lite (Double-Pass via LangGraph)
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+ - **Option B**: Gemini Single-Pass (Pre-optimized, low latency)
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+ - **Option C**: DistilRoBERTa Distribution + Gemini
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+ - **Option D**: Local DistilRoBERTa Classifier + Gemini
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+
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+ ## Deploying to Hugging Face Spaces
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+ This repository is configured to deploy directly to Hugging Face Spaces via Docker.
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+
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+ ### Requirements:
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+ - A `GEMINI_API_KEY` set as a Secret in the space's settings.