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SOCIAL MEDIA TITLE TAG
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DESCRIPTION META TAG
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2026-03-04 15:22:41
raw text
ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory Chenxu Hu , Jie Fu , Chenzhuang Du , Simian Luo , Junbo Zhao , Hang Zhao Tsinghua University, Beijing Academy of Artificial Intelligence, Zhejiang University Paper arXiv Code Overall workflow of ChatDB. The LLM controller controls the read and write operations to the memory. The memory stores historical information and provides relevant historical information to assist in responding to user input. In ChatDB, we focus on augmenting LLMs with databases as their symbolic memory. Abstract Large language models (LLMs) with memory are computationally universal. However, mainstream LLMs are not taking full advantage of memory, and the designs are heavily influenced by biological brains. Due to their approximate nature and proneness to the accumulation of errors, co...
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