TruthGuard is an innovative AI-powered system designed to combat the proliferation of fake news. Utilizing advanced natural language processing and machine learning, TruthGuard accurately identifies and flags potential misinformation. Key features include real-time analysis, high accuracy detection using the Llama-3 model, and a user-friendly interface for easy news verification. The system integrates powerful technologies like LlamaIndex for data integration and Milvus for efficient data storage and querying. Our approach fosters collaborative verification through the together.ai platform, ensuring transparency and reliability. TruthGuard aims to restore public trust in media, mitigate societal harm, and provide a comprehensive solution to the global fake news problem. Future enhancements will include multilingual support, automated monitoring, and seamless integration with social media platforms.