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OpenSquilla is an open-source, locally runnable AI agent that uses MetaSkill technology to automatically organize multiple skills into workflows and achieve cross-vendor intelligent model routing, significantly reducing usage costs.
This paper proposes a reinforcement learning approach to enable large language models to translate unseen languages by leveraging in-context linguistic knowledge, outperforming in-context learning and supervised fine-tuning.
OpenSquilla is an open-source, locally-hosted AI Agent with intelligent model routing that allocates tasks among different models to save token costs, and introduces the MetaSkill mechanism to let the Agent automatically organize skills.