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>With its **serverless architecture**, the API **scales down to zero cost** when idle (**for Lambda alone**). When used with **API Gateway and S3**, operational costs can **reduce by up to 98%**, making it a **lightweight, cost-effective, and highly scalable** sentiment analysis solution.
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## 🎯 Use Cases
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- **Review Categorization**: Automatically classifies reviews as **Good, Bad, orNeutral**.
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- **Review Categorization**: Automatically classifies reviews as **Positive, Negative, or Neutral**.
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- **Automated Customer Support**: Negative reviews trigger **AWS SNS notifications** to notify the **QA team** and send a **custom apology email** to the customer.
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- **Recommendation System**: Uses **positive reviews** to suggest the best-rated products or services.
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- **Scalability & Serverless**: Designed to work **seamlessly** with **AWS Lambda**, ensuring **cost efficiency and automatic scaling**.

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