HumanityPlus

HumanityPlus is an AI-powered constructive news intelligence platform that analyzes global news streams and highlights stories with positive societal impact.

The platform combines NLP, sentiment analysis, and topic classification to filter global news beyond traditional negativity bias.

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Architecture

HumanityPlus uses a microservice architecture.

Angular UI ↓ .NET API ↓ Python AI Service

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Tech Stack

Frontend

• Angular
• TypeScript
• SCSS

Backend

• .NET 8 Web API
• C#

AI Engine

• Python
• FastAPI
• HuggingFace Transformers

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Features

• Real-time news ingestion
• AI sentiment analysis
• Constructive impact scoring
• Topic classification
• Intelligent news filtering
• Minimalist Financial Times style UI

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System Flow

1. News articles are fetched from NewsData.io
2. Articles are processed by the AI service
3. AI calculates:
   • sentiment score
   • constructive score
   • impact score
4. .NET API filters positive stories
5. Angular UI renders the curated feed

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Running the Project

Start AI service

cd humanity-ai uvicorn server:app --reload --port 8000

Start API

cd HumaNews.Api dotnet run

Start UI

cd humanews-ui ng serve

Open:

http://localhost:4200

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Author

Tushar Sharma