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README.md
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short_description: AI that analyzes restaurant reviews, providing insights
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short_description: AI that analyzes restaurant reviews, providing insights
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---
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# π½οΈ Restaurant Review Analyzer
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## Overview
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Restaurant Review Analyzer is an intelligent Streamlit application that transforms customer feedback into actionable insights using advanced machine learning and AI technologies.
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## Features
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- π Zero-shot sentiment classification across multiple restaurant aspects
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- π€ AI-powered insights generation
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- π Detailed review analysis and visualization
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- π Easy-to-use CSV file upload interface
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## Prerequisites
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- Python 3.8+
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- Groq API Key
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## Installation
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1. Clone the repository:
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2. Create a virtual environment:
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3. Install dependencies:
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4. Set up Groq API Key:
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- Replace `"groq_api_key"` in `app.py` with your actual Groq API key
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## Usage
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Run the Streamlit application:
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```bash
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streamlit run app.py
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```
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## CSV File Requirements
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- Must contain a 'Review' column
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- Recommended to have 30 or fewer reviews for initial analysis
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## Technologies Used
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- Streamlit
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- Transformers (Hugging Face)
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- Pandas
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- Groq AI
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- PyTorch
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## Contributing
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Pull requests are welcome. For major changes, please open an issue first to discuss proposed changes.
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