Package Matrix
Open-source workbench
Public packages and release notes stay close to the operating models they support.
Knowledge graph
GraphForge
Graph-shaped data modeling for explainable operating systems.Model workbench
WACCY
Financial-modeling slices for analysis that stays inspectable.Reviewable
Release posture
Each package carries source context, examples, and constraints forward.Open Source Highlights
GraphForge
PyPI · alpha - Composable graph tooling for analysis, construction, and refinement, with an embedded engine for research workflows.
InfoExtract
GitHub - Utilities for extracting structured information from semi-structured sources.
WACCY
PyPI · alpha - Intelligent financial modeling for small businesses, including accounting extraction and integrated model workflows.
DocUnderstand
GitHub - Document parsing and analysis tools for long-form content.
GraphForge
Investigative graph analysis
Use case - Model incidents, entities, and events as a local graph, then run openCypher-style traversals to trace relationship paths and surface non-obvious links.
Graph construction from pipelines
Use case - Turn extracted records into reproducible node-and-edge builds so research teams can regenerate the same graph state from new source snapshots.
Refinement and iteration
Use case - Iterate quickly on schema and edge rules with SQLite-backed persistence, compare outputs across runs, and harden workflows before productionization.
Next Paths
Open Source is where Curate Labs turns research into software you can inspect, run, fork, and extend.
Open GraphForge
Libraries and tools you can inspect, run, fork, and extend.