7 projects
hyper-reason
A logical reasoner that uses a knowledge graph as a world model and the IKL logic DSL to beat dense-embedding/RAG precision+recall: ingest documents into a SQLite KG, query/forecast/counterfactual via IKL compiled to SQL, and return D3-visualisable graphs + grounded LLM interpretations with honest refusal. Local developer tool; the only AWS dependency is Bedrock InvokeModel for the Strands agent. Bundles hyper-kg + hyper-gliner.
hyper-kg
A typed knowledge-graph interface for reified-infon (hyperedge) facts: ingest, store, retrieve over a pluggable data layer. Embedded SQLite default; bring-your-own backend via one protocol.
hyper-gliner
Torch-only inference for grounded infon extraction: paragraph in -> typed, grounded, polarity-aware infons + coreference, multilingual (EN/JA/KO), on a fine-tuned mDeBERTa backbone. No transformers runtime dependency.
infon
Streaming knowledge-graph reasoner with a typed query layer (multilingual SPLADE + Dempster-Shafer MCTS + cassette persistence).
cassetteql
S3-native cassette substrate for typed knowledge graphs: Dempster-Shafer reasoner, sheaf GNN, Kan-based schema migration. No GPU, 17MB SPLADE bundled.
firework-sandbox
Local sandbox client for Firecracker/Docker execution with E2B/Daytona ergonomics
powerpoint-template-system
A comprehensive template system for creating professional business presentations with modern styling, cards, and badges
