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Feature 11 & 12 // A True Computational Engine

Not just a wrapper. A full developer workspace.

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.

Code // 0-Click Sandbox

Paste a GitHub link. It runs on your machine.

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.

Auto-detects Pyproject, Package.json, Cargo, and Go Mods
Provisions an isolated, sandboxed environment automatically
Streams the build logs and application output as live events in chat
No Docker or complex container configurations required
What you'll see
Live terminal output injected directly into the chat stream
A local localhost port assigned and clickable to view the running app
A structured button to cleanly terminate the sandbox when you're done
> Clone and run https://github.com/example/repo locally
Analytics // Embedded Time-Series Engine

Forecast markets and digest massive datasets, instantly.

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.
Real Data Use Cases
Forecast the S&P 500 for the next 30 days based on the last year's trend
Query this 3GB sales logs CSV and chart the highest grossing hour
Run full OCR on this scanned 80-page legal document safely offline

Built for builders. Ready out of the box.