KnoLo Core is a local-first knowledge base engine built for small language models (LLMs). It packages your documents into a compact .knolo file and enables fully deterministic querying — no embeddings, no vector databases, no cloud services required. Designed for on-device and edge LLM deployments.

Customization of RAGAS for using Quantized Open-Source Small LLMs

Agentron Studio is an open‑source, local‑first AI command center with its own built‑in agent system that helps you design and evolve adaptable multi‑agent workflows – visually composing complex agent logic, wiring in your own tools and models, hardening everything with evals and guardrails.