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Update README.md

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@@ -8,6 +8,10 @@ sdk_version: 4.36.1
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  app_file: app.py
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  pinned: false
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  license: apache-2.0
 
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  ---
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  An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
 
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  app_file: app.py
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  pinned: false
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  license: apache-2.0
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+ short_description: Restaurant Review's LSTM-based Sentiment Analysis tool
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  ---
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+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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  An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).