This is the in-browser demo — it runs a subset of VeriFact entirely in your browser (source reputation, domain age, X-post extraction, writing-style & claim heuristics, news corroboration). The full engine adds article fetching, fact-check-database lookup, LLM claim analysis and media provenance — pip install git+https://github.com/AravindB98/verifact · docker compose up.