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Feb 24, 2026
* add preference text memory * finish milvus support * add new builder * finish prefer textual memory base level * modify code struct * modify pref module * implement remain preference function * modify preference.py * modify bug in milvus * finish debug * modify user pref user id code * modify bug in milvus * finish debug in core * repair bug in milvus get_all * add pref mem esarch time in core * modify search for pref mem in product..py * add simple pref memos example * modify bug in examples/mem_os/simple_prefs_memos_product.py * repair bug in user id related part * modify search * repair bug in slow update * modify define error in extractor -> extract_implicit_preferences * reapair define error in extractor and modify split func in spliter * modify code * modify adder * optimize the code * repair bug in adder and extractor * finish make test and make pre-commit * repair bug in preference * add memory field for milvusvecdbitem and modify related module * pref code clean * modify prompt of extractor * modify extractor * add reranker to pref mem * remove assember in pref mem * modify code * add op trace based update method in add * modify slow update in adder * modify implicit part code in extractor and add duplicate in utils * modify depulicate threshold * modify api config * reapir bug in adder about search relate * repair bug in core , dupicate search * add pref to new naive cube and server api * add async pref add by mem_schedular * modify * replace print to logger * repair bug from make pre-commit * inst cplt * align to liji cloud server * repair pkg problem * modify example of pref * pre_commit * fix api bug * merge inst_cplt to dev * fix pre commit * fix pre commit * fix pre commit error * modify code fllow reviewer * fix bug in make pre_commit * repair bug in server router * fix pre commit bug --------- Co-authored-by: yuan.wang <yuan.wang@yuanwangdebijibendiannao.local>
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Fix: #(issue)
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