Lojban PEG parser with semantic analysis - integrated camxes parser and tersmu semantic engine
NER, coreference resolution, relation extraction, PII detection, and zero-shot entity types
NER, coreference resolution, relation extraction, PII detection, and zero-shot entity types
Agent coordination primitives + multi-agent patterns for the Brainwires Agent Framework — communication hub, file/resource locks, task manager/queue, git coordination, contract net, saga, optimistic concurrency, market allocation, workflow graph, three-state model. LLM-driven workhorses live in `brainwires-inference`.
Self-Evolving Agentic Learning (SEAL) for the Brainwires Agent Framework — coreference resolution, query-core extraction, learned-pattern store (LanceDB-backed), reflection, knowledge integration
High-performance NLU (natural language understanding) engine built in Rust for speed, accuracy, and privacy.
Natural language to first-order logic pipeline