Line Learning by Virtuals

Line Learning (LL) provides a privacy-first, decentralized framework for managing AI agents without compromising data security. By employing federated learning, raw data never leaves its local container; only anonymized model improvements are aggregated in the cloud. Powered by a flexible 3-layer architecture (Agent ➔ Worker ➔ Python Function) and hosted on Virtuals, LL seamlessly integrates state-of-the-art models such as Llama-3.3 and DeepSeek-R1.