Notes
Overview
The Agentic Ontologist is an orchestrator and four memory-augmented subagents (KROMA for matching, extraction, reasoning, and validation) that integrate ontologies, each question routed to the cheapest model that can settle it. Around them, a toolkit loads an ontology, retrieves nearby concepts, and answers with a language model.
Pages
AgentsThe orchestrator, its subagents, routing, and cost.
Getting startedInstall, configure, and ask a question.
ArchitecturePackage layout, retrieval, and the cache.
APIWorkspace, parsers, models, and refinement.
ExperimentsSmoke tests, ablations, and result files.
ReferenceCommands, extensions, and environment variables.
Chat logA local llama3.1 session on the mouse anatomy ontology.
Install
git clone https://github.com/lamng3/agentic-ontologist.git
cd agentic-ontologist
./setup.sh
source .venv/bin/activate
agonto inspect ontology.owl
agonto chat ontology.owlThe code is github.com/lamng3/agentic-ontologist.