Sentiment Analyzer Ai

Sentiment Analyzer AI

A powerful sentiment analysis tool that leverages pre-trained AI models to analyze text sentiment, built with a Python FastAPI backend and Svelte frontend. Overview This project provides a modern web application that allows users to analyze the sentiment of text inputs. It uses state-of-the-art natural language processing models from Hugging Face to determine whether text expresses positive, negative, or neutral sentiment, along with confidence scores.

Features

🧠 Sentiment analysis using pre-trained transformer models 🚀 Fast and efficient API built with FastAPI 💻 Clean, responsive UI built with Svelte 📊 Visual representation of sentiment analysis results 🌐 RESTful API for integration with other applications 📝 Support for analyzing multiple text inputs

Tech Stack Backend

Python 3.9+ FastAPI Hugging Face Transformers Pydantic

Frontend

Svelte Chart.js (for visualization) TailwindCSS

Installation

Instructions for setting up the development environment will be added soon. Usage Instructions for using the application and API will be added as development progresses. License MIT License Contributing Contributions are welcome! Please feel free to submit a Pull Request.