welvet/

README

Welvet: The Loom SDK & Polyglot Bindings

Welvet is the high-level fabric woven by the Loom engine. it provides the polyglot bridges and SDKs required to interface with the M-POLY-VTD core from any programming language.

📂 Structure

• cabi/: The core C-ABI bridge (Go). This generates the shared libraries (.dll, .so, .dylib) used by other language bindings.
• [Future] python/: Native Python bindings via ctypes/welvet.
• [Future] csharp/: .NET bindings for ultra-deterministic AI in Unity/Godot.
• [Future] typescript/: Node.js and WASM extensions.

🛠️ C-ABI Features

The new C-ABI bridge exposes the advanced mechanics of the Loom engine:

• Handle-Based Management: Scalable management of VolumetricNetwork and SystolicState instances.
• Systolic Mesh Controls: Precise, clock-cycle accurate control over neural mesh propagation.
• Neural Target Propagation: Direct access to gap-bridging Hebbian learning.
• DNA Engine: Exported topological signatures for model comparison.

🚀 Building

To build the shared library:

go build -o welvet/cabi/welvet.dll -buildmode=c-shared welvet/cabi/main.go

Welvet: Bridging the gap beTargetProp bit-level performance and polyglot flexibility.