AI Reality Integrity Engine-RealTime Fact Checking

AI Reality Integrity Engine is a fully autonomous fact-checking and truth-verification system designed to combat misinformation in real time. The project combines advanced natural language understanding, claim extraction, evidence retrieval, and NLI-based reasoning to evaluate the accuracy of any statement a user submits. The system works in five stages: Claim Extraction — It identifies factual statements inside user-provided text. Evidence Retrieval — It optionally searches the web for reputable sources using APIs like Tavily. AI Verification — Using state-of-the-art Groq models (Llama 3.3 70B / 8B), it performs deep reasoning to classify each claim as Supported, Contradicted, or Unverified. Verdict Scoring — It generates a truth score, confidence level, and structured explanation. Summary Generation — It outputs a concise overview for the end user. The project includes a FastAPI backend, a responsive Streamlit frontend, a fully cloud-deployed architecture, and modular design suitable for integration with news platforms, academic tools, and safety applications. Its mission is to make truth verification fast, accessible, and reliable for everyone.