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Memory enables large language models (LLMs) to use information beyond their parameters, such as past user conversations, long documents, or an agent's earlier actions. For a frozen LLM, access to this accumulated knowledge is limited to what a memory system places in its context window. However, gathering and combining relevant information needed for each query while keeping the model's context short remains challenging for existing systems. Here we introduce Memorilla, a memory system that…
arXivLabs is a framework for developing and sharing arXiv features, emphasizing openness and user data privacy.
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arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
AI summary 15,579 websites are infected with malicious JavaScript, receiving over 135 million monthly visits.
AI summary Kalshi faces multiple legal challenges as courts reject its attempts to avoid state gambling laws, with Arkansas filing a new lawsuit against the company.
AI summary Size It Up is a daily visual game where players estimate object sizes relative to a reference.
AI summary Pliny writes about his interest in ghosts and shares a story about Curtius Rufus encountering a mysterious figure that predicted his future.
