YassWorks/Myth-Chaser

AINS 2025 hackathon winner (2nd) team solution. An-AI powered tool that detects scams (even in native Tunisian) and provides explanations. # 🛡️ MYTH CHASER **Anti-scam and myth-busting utility powered by AI** MYTH CHASER is an advanced AI-powered fact-checking and anti-scam detection system that helps users verify the authenticity of claims, statements, and media content. Using multiple machine learning models and real-time web search capabilities, it provides comprehensive analysis to identify facts, myths, and potential scams. ## ✨ Features ### 🤖 Multi-Model AI Analysis - **Natural Language Inference (NLI)**: RoBERTa-based model for logical reasoning between claims and evidence - **Sentence-BERT (SBERT)**: Semantic similarity analysis using sentence embeddings - **ClaimBuster Integration**: Professional fact-checking API for claim verification - **Google Fact Check API**: Access to Google's comprehensive fact-checking database - **Fake News Detection**: Specialized model for identifying misinformation patterns - **Groq Qwen3-32B**: Advanced large language model with sophisticated reasoning capabilities - **TunBERT**: Specialized Arabic and Tunisian dialect fact-checking model - **AI Explanation Generator**: Groq-powered detailed explanations for all verdicts ### 🔍 Multi-Format Content Analysis - **Text Processing**: Direct text input analysis and verification - **Image Analysis**: OCR text extraction and visual content description using BLIP - **Audio Processing**: Speech-to-text conversion for audio content verification - **Drag & Drop Interface**: Seamless file upload with support for multiple formats ### 🌐 Multi-Language Support - **Auto-Detection**: Automatic language identification for incoming content - **Translation Engine**: Google Translate integration for seamless cross-language analysis - **Arabic Dialect Support**: Specialized handling for Tunisian Arabic and transliterated text - **Language Preservation**: Original text maintained for dialect-specific models ### 🌐 Real-Time Web Search - **DuckDuckGo Integration**: Automated web search for evidence gathering - **Source Aggregation* …