PyTekt Library
Precision mathematics, physics simulation, and verifiable AI research orchestration.
Abstract
PyTekt is an open-source Python scientific computing and AI research library by Aqwel AI. Designed as the official evolution of Aion, PyTekt delivers 500+ composable primitives across deterministic tensor operations, physics and celestial mechanics, transformer modules, and auditable experimentation pipelines.
Technical Specifications
500+ stateless mathematical operators & deterministic tensor kernels
Classical mechanics, celestial orbits, and physics integrators
Composable Transformer Former neural architectures
Multi-provider LLM tooling, RAG pipelines, and agent loops
Local experiment tracking, telemetry dashboards, and system diagnostics
Full drop-in backward compatibility with legacy Aion workflows
Audience Profile
- AI Researchers
- Machine Learning Engineers
- Computational Physicists
- Scientific Modelers
Research Roadmap
Q2 2026: PyTekt Core v0.2.0 release with physics and astronomy toolkits
Q3 2026: Native C++ dispatch bindings and accelerated tensor compilation
Q4 2026: Distributed multi-node experiment orchestration & cluster hub
Q1 2027: Formal verification layer for neural-symbolic computations