10 projects
llm-from-scratch
Building Language Models from Scratch — tokenizer, Transformer, training, inference, and fine-tuning in clean, tested PyTorch.
groundloop
Trustworthy RAG with geometric memory — grounded, cited, byte-exact, abstaining. GMS-optional.
proofloop
Test, validate and monitor agentic AI — DoE suites, validation reports, and real-time runtime gates. GMS-optional.
glassloop
The glass-box agent loop — policy-governed AI agents with runtime gates, audit and escalation. GMS-optional.
knowlytix
Meta-package for the Knowlytix family — installs knowlytix-core, knowlytix-harness, knowlytix-knowledge, knowlytix-benchmark, and knowlytix-kal in one command.
knowlytix-knowledge
GMS-powered document ingestion, query, and learning — DocGMS
knowlytix-harness
GMS-Harness — provider-agnostic DOE-driven black-box testing platform for LLM agents
knowlytix-benchmark
Benchmark for structured information retrieval from financial documents using graph-verifiable questions
knowlytix-core
Geometric Memory Systems — core geometry and LLM-layer foundations
knowlytix-kal
Placeholder release for KAL (Knowledge Adapter Layer) — full release ships as v0.3.0+
