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--- |
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title: Shopping Assistant Demo |
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emoji: 🛍️ |
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colorFrom: blue |
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colorTo: indigo |
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sdk: gradio |
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sdk_version: 4.19.0 |
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app_file: app.py |
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pinned: false |
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--- |
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# Enhanced Shopping Assistant Demo |
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This is an enhanced demo of the Shopping Assistant that uses advanced AI models to classify shopping queries and find relevant deals from DealsFinders.com. |
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## Optimized Models |
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This demo uses two efficient, lightweight AI models: |
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1. **facebook/bart-base-mnli** - A compact zero-shot classification model that accurately categorizes shopping queries |
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2. **sentence-transformers/all-MiniLM-L6-v2** - A fast and efficient semantic search model that finds the most relevant deals |
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## Complete Deals Database |
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This demo now automatically fetches and stores deals from DealsFinders.com locally on the Hugging Face space. This comprehensive database of 34495 unique deals enables much more accurate and relevant search results using semantic search technology. |
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## How to use |
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1. Enter a shopping query in the text box (e.g., "I'm looking for headphones") |
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2. Click "Submit" to get the results |
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3. The model will classify the query into appropriate categories |
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4. The demo will show relevant deals from a comprehensive database of 34495 deals using semantic search |
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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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- "headphone deals" |
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For more information, visit the [model page](selvaonline/shopping-assistant). |
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