Fake_News_Detector_for_Students

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Fake_News_Detector_for_Students

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# VeriFact AI — Fake News Detector for Students

VeriFact AI is a powerful, student-focused tool designed to combat misinformation. It analyzes news articles using linguistic heuristics and advanced AI (Gemini 1.5 Flash) to assess credibility, detect bias, and provide concise summaries.

## Features
- **AI Reliability Score**: Get an instant percentage-based credibility rating.
- **Linguistic Analysis**: Detects clickbait, emotional triggers, and logical fallacies.
- **Smart Summarization**: Trustworthy, AI-generated summaries for quick reading.
- **Fact-Checker's Toolkit**: Interactive guide to help students build critical thinking skills.
- **Corroboration Search**: Cross-references claims with global news via Tavily.

---

## Quick Start

### 1. Local Setup
1.  Clone this repository.
2.  Copy `.env.example` to `.env` and fill in your API keys.
    - `GEMINI_API_KEY`: Your Google AI Studio API key.free at [Google AI Studio](https://aistudio.google.com/).
    - `TAVILY_API_KEY`: (Optional) Get one at [Tavily](https://tavily.com/).
3.  Install dependencies and run:
    ```bash
    npm install
    npm run dev
    ```

### 2. Vercel Deployment

VeriFact AI is optimized for deployment on [Vercel](https://vercel.com/).

#### Using the Vercel CLI
1.  Install Vercel CLI: `npm i -g vercel`
2.  Run `vercel` in the project root.
3.  Follow the prompts to link your account and project.
4.  **Important**: Add your environment variables in the Vercel Dashboard under **Project Settings > Environment Variables**.

#### Using GitHub (Recommended)
1.  Push your code to a GitHub repository.
2.  Import the repository into Vercel.
3.  Configure your **Environment Variables** during the import process.
4.  Deploy!

---

## Technical Details
- **Framework**: Next.js 13
- **Styling**: Tailwind CSS
- **AI Model**: Google Gemini 1.5 Flash
- **Search**: Tavily API

## Student Tip
*Never rely on a single source. Even "credible" outlets can have biases. Always look for corroboration from independent news organizations.*

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