The rapid growth and popularity of large language model (LLM) app stores have created new opportunities and challenges for researchers, developers, users, and app store managers. As the LLM app ecosystem continues to evolve, it is crucial to understand the current landscape and identify potential areas for future research and development. This paper presents a forward-looking analysis of LLM app stores, focusing on key aspects such as data mining, security risk identification, development assistance, etc. By examining these aspects, we aim to provide a vision for future research directions and highlight the importance of collaboration among stakeholders to address the challenges and opportunities within the LLM app ecosystem. The insights and recommendations provided in this paper serve as a foundation for driving innovation, ensuring responsible development, and creating a thriving, user-centric LLM app landscape.

翻译：大型语言模型（LLM）应用商店的快速增长与普及，为研究者、开发者、用户及应用商店管理者带来了新的机遇与挑战。随着LLM应用生态系统的持续演进，理解当前格局并识别未来研究与发展方向至关重要。本文对LLM应用商店开展前瞻性分析，重点聚焦数据挖掘、安全风险识别、开发辅助等关键领域。通过分析这些方面，我们旨在为未来研究方向提供愿景，并强调利益相关方之间协作的重要性，以应对LLM应用生态系统中的挑战与机遇。本文提供的洞见与建议，为推动创新、确保负责任发展、构建繁荣且以用户为中心的LLM应用格局奠定了基础。