Spring Boot along with Spring AI to create a REST API that Perform Sentiment Analysis.
Build a REST API that accepts text input and returns the sentiment of the text (positive, negative, neutral). This project can use AI models like OpenAI’s GPT or Hugging Face transformers to perform sentiment analysis.
Steps:
- Step 1: Set up a Spring Boot project.
- Step 2: Integrate with an AI service like OpenAI, Hugging Face, or even a custom sentiment model.
- Step 3: Create a REST endpoint where users can POST text for sentiment analysis.
- Step 4: The AI model processes the text and returns the sentiment (e.g., "positive," "negative," "neutral").
Example Use Case: This can be used by businesses to analyze customer reviews, social media comments, or feedback for understanding public sentiment towards a product or service.