# VerityNgn

## Docs

- [Benchmarks & Performance](https://hotchilianalyticsllc.mintlify.app/benchmarking.md): How VerityNgn performs against real-world misinformation
- [Technical Architecture](https://hotchilianalyticsllc.mintlify.app/docs/ARCHITECTURE.md): How VerityNgn optimizes the 1M token context window
- [Cloud Run Deployment](https://hotchilianalyticsllc.mintlify.app/docs/DEPLOYMENT_CLOUD_RUN.md): Deploy the VerityNgn API to Google Cloud Run
- [Local Deployment](https://hotchilianalyticsllc.mintlify.app/docs/DEPLOYMENT_LOCAL.md): Run VerityNgn on your own machine
- [Methodology](https://hotchilianalyticsllc.mintlify.app/docs/METHODOLOGY.md): The science behind multimodal verification and probabilistic scoring
- [Troubleshooting](https://hotchilianalyticsllc.mintlify.app/docs/TROUBLESHOOTING.md): Common issues and how to fix them
- [Configuration Reference](https://hotchilianalyticsllc.mintlify.app/docs/api/CONFIGURATION.md): Environment variables and engine tuning parameters
- [Streamlit Cloud](https://hotchilianalyticsllc.mintlify.app/docs/deployment/DEPLOY_TO_STREAMLIT.md): Deploy the VerityNgn UI to Streamlit Community Cloud
- [Authentication](https://hotchilianalyticsllc.mintlify.app/docs/guides/AUTHENTICATION.md): Configuring Google Cloud and API keys for VerityNgn
- [QUICK START](https://hotchilianalyticsllc.mintlify.app/docs/guides/QUICK_START.md)
- [Setup Guide](https://hotchilianalyticsllc.mintlify.app/docs/guides/SETUP.md): Complete installation and configuration walkthrough
- [Introduction](https://hotchilianalyticsllc.mintlify.app/introduction.md): VerityNgn: The AI-Powered YouTube Video Verification Engine
- [Roadmap](https://hotchilianalyticsllc.mintlify.app/roadmap.md): The future of VerityNgn and the SourceWatch initiative

## OpenAPI Specs

- [openapi](https://hotchilianalyticsllc.mintlify.app/api-reference/openapi.json)

## Optional

- [Demo](https://verityngn.streamlit.app)
- [Community](https://github.com/hotchilianalytics/verityngn-oss/discussions)