Feedback Intelligence System

Overview

A production-style system that aggregates and analyzes user feedback from multiple sources to generate actionable insights.

Features

• Multi-source integration (Google Play, CSV, App Store)
• Sentiment analysis (VADER)
• Trend detection
• Issue prioritization
• Streamlit dashboard
• PDF reporting
• FastAPI backend (Swagger docs)

Setup

pip install -r requirements.txt

Run API

uvicorn app.main:app --reload

Run Dashboard

streamlit run dashboard/app.py

Docker

docker-compose up --build

API Docs

Visit: http://localhost:8000/docs

Tech Stack

• Python
• FastAPI
• Streamlit
• VADER
• ReportLab

Future Improvements

• Real-time alerts
• ML-based predictions
• Multi-language support