Welcome to ngf-docs, the central documentation hub for the Noetic Geodesic Framework (NGF), the ngeodesic Python package, and the micro-lm developer tooling.
The Noetic Geodesic Framework (NGF) introduces the Warp–Detect–Denoise (WDD) pipeline, a new approach to deterministic AI reasoning. NGF provides a structured way to shape trace manifolds, separate signal from noise, and enforce reproducibility with abstain guarantees.
NGF powers micro-LMs — lightweight, domain-specialized sidecars that run alongside large models to provide deterministic, auditable reasoning in high-stakes domains like finance, healthcare, and robotics.
- ngf-alpha → the research birthplace of WDD theory.
- ngeodesic → the production-ready Python package implementing NGF rails.
- micro-lm → developer tooling and SDKs for domain-specific micro-LMs.
The documentation site (ReadTheDocs) covers:
- Getting Started: installation, quickstart (Python + CLI).
- Concepts: Micro-LMs, NGF rails, determinism, abstains.
- Research: NGF origins, ngf-alpha experiments, WDD theory.
- Framework: details of the ngeodesic package and rails.
- Domains: ARC (reasoning stress test) and DeFi (finance primitives).
- Engineering: repo structure, testing, CLI usage, integration.
- Legal: Apache-2.0 license, associated patents, FAQ.
Full documentation is available on:
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This project and related repositories are licensed under the Apache License 2.0.
Associated non-provisional patents have been filed by ngeodesic.ai to protect the core inventions (WDD, Micro-LM sidecars, abstain logic, trace shaping). See the PATENTS file for details.
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