Symbolic Ai Python Packages

outlines

Structured Outputs

torch-hd

Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures

pyate

PYthon Automated Term Extraction

neuro-symbolic-core

A Python-based neuro-symbolic AI framework combining neural networks and symbolic logic. Implements custom tensors with autograd, neural layers, logic ASTs, and an interpreter to learn from facts and rules. Supports training, inference, and command-line execution without deep learning libraries.

santok

Deterministic reasoning substrate for LLM-based systems

seraphim-logic-core

Quantum-classical hybrid symbolic agent framework — Seraphim |LZ⟩

opensymbolicai-core

Build LLM-powered systems as typed, testable Python software — not prompt strings

santok-complete

Deterministic reasoning substrate for LLM-based systems