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README.md
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# Shopping Assistant Demo
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This is a demo of the [Shopping Assistant model](selvaonline/shopping-assistant) that classifies shopping queries into categories.
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## How to use
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1. Enter a shopping query in the text box
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2. Click "Submit" to get the results
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3. The model will classify the query into one or more categories and provide a recommendation
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## Examples
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- "I'm looking for headphones"
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- "Do you have any kitchen appliance deals?"
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- "Show me the best laptop deals"
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- "I need a new smart TV"
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## Model details
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The Shopping Assistant model is trained to classify shopping deals into categories. It can be used to provide better recommendations to users based on their queries.
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The model is based on DistilBERT and is fine-tuned on a dataset of shopping deals. It is trained to classify deals into the following categories:
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- electronics
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- clothing
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- home
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- kitchen
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- toys
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- other
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For more information, visit the [model page](selvaonline/shopping-assistant).
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