3 projects
poincare-memory
Hierarchy-aware, time-aware memory for LLM agents and RAG on hyperbolic (Poincaré ball) geometry. Official reference implementation of the memory component of 'LLM Orchestration with Geometry-Aware Memory' (IEEE ICBDML 2026).
poincare-orchestra
Scenario-first reference implementation of 'LLM Orchestration with Geometry-Aware Memory' (IEEE ICBDML 2026): metacognitive controller, provider-agnostic ensemble with throttling detection, multi-objective synthesis, on top of poincare-memory.
coldreach
Open-source email finder and lead discovery — the free alternative to Hunter.io and Apollo.io
