Celestos doesn't rely solely on language models to do the heavy lifting. Underneath, it embeds a robust computational suite — automated GitHub repo deployment, an advanced engine for time-series forecasting, embedded DuckDB for instant analytics, and a full OCR engine.
The built-in GitHub Installer is a deployment beast. Instead of just cloning a repository for you to figure out, it intelligently reads the project structure, builds an isolated virtual environment, resolves dependencies, and runs the application.
Most AI models are terrible at math and visualizing exact data trends. We ship Celestos with a dedicated forecasting engine, plus a built-in embedded database for massive analytics.
| Engine | What it does |
|---|---|
| Forecasting Engine | Predicts numerical trends and gives 10/50/90 percentile bands for future curves. |
| Obscura Series | Automatically retrieves historical open/close market data and metrics directly without API keys. |
| Embedded DB | Instantly query multi-gigabyte CSVs or logs directly from chat. High-speed SQL execution locally. |
| 3D & OCR Engine | Headless 3D execution and offline text extraction built-in for handling complex multi-modal files. |