BGE
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- Building an Enterprise AI Memory System from Scratch
Developer 驻波 presents an introductory architecture for building an enterprise AI memory system. The proposed flow covers asynchronous ingestion, entity linking and topic normalization, BM25 and embedding retrieval, permission filtering, deletion-state checks, versioning, and evidence validation. A Hangzhou travel-guide example illustrates how a prior conversation could be recalled using structured fields. The example and system behavior are not independently validated, and the report does not establish that a complete production system was deployed. The author also says future articles will cover Runtime, evaluation, and vLLM.
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