Feat: add demo api and scheduler vllm etc - #83
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* feat: add product API and related functionality (cleaned sensitive data) * feat: add singleton for memos and llm * fix:fix persistent_user_manager * feat:update prompt and rm readme * fix：ci code
* fix bug of message consuming * add a range of configs * support rabbitmq * add new docs for the beginner * add more examples
## Description <!-- Please include a summary of the changes below; Fill in the issue number that this PR addresses (if applicable); Mention the person who will review this PR (if you know who it is); Replace (summary), (issue), and (reviewer) with the appropriate information (No parentheses). 请在下方填写更改的摘要； 填写此 PR 解决的问题编号（如果适用）； 提及将审查此 PR 的人（如果您知道是谁）； 替换 (summary)、(issue) 和 (reviewer) 为适当的信息（不带括号）。 --> Summary: (summary) Fix: #(issue) Reviewer: @(reviewer) ## Checklist: - [ ] I have performed a self-review of my own code | 我已自行检查了自己的代码 - [ ] I have commented my code in hard-to-understand areas | 我已在难以理解的地方对代码进行了注释 - [ ] I have added tests that prove my fix is effective or that my feature works | 我已添加测试以证明我的修复有效或功能正常 - [ ] I have added necessary documentation (if applicable) | 我已添加必要的文档（如果适用） - [ ] I have linked the issue to this PR (if applicable) | 我已将 issue 链接到此 PR（如果适用） - [ ] I have mentioned the person who will review this PR | 我已提及将审查此 PR 的人
## Description Summary: API Development: Added comprehensive product API functionality with singleton pattern for memos and LLM integration, including user role management and persistent user handling. Bug Fixes & Optimization: Resolved critical issues with UserRole errors, CI code, chat memory management, and suggestion memory functionality. Feature Enhancements: Updated chat functionality, added UUID support, improved search data handling, and implemented bilingual support (Chinese/English) with memory optimization. Fix: #(issue) Reviewer: @(reviewer) ## Checklist: - [ ] I have performed a self-review of my own code | 我已自行检查了自己的代码 - [ ] I have commented my code in hard-to-understand areas | 我已在难以理解的地方对代码进行了注释 - [ ] I have added tests that prove my fix is effective or that my feature works | 我已添加测试以证明我的修复有效或功能正常 - [ ] I have added necessary documentation (if applicable) | 我已添加必要的文档（如果适用） - [ ] I have linked the issue to this PR (if applicable) | 我已将 issue 链接到此 PR（如果适用） - [ ] I have mentioned the person who will review this PR | 我已提及将审查此 PR 的人
## Description <!-- Please include a summary of the changes below; Fill in the issue number that this PR addresses (if applicable); Mention the person who will review this PR (if you know who it is); Replace (summary), (issue), and (reviewer) with the appropriate information (No parentheses). 请在下方填写更改的摘要； 填写此 PR 解决的问题编号（如果适用）； 提及将审查此 PR 的人（如果您知道是谁）； 替换 (summary)、(issue) 和 (reviewer) 为适当的信息（不带括号）。 --> Summary: (summary) Fix: #(issue) Reviewer: @(reviewer) ## Checklist: - [ ] I have performed a self-review of my own code | 我已自行检查了自己的代码 - [ ] I have commented my code in hard-to-understand areas | 我已在难以理解的地方对代码进行了注释 - [ ] I have added tests that prove my fix is effective or that my feature works | 我已添加测试以证明我的修复有效或功能正常 - [ ] I have added necessary documentation (if applicable) | 我已添加必要的文档（如果适用） - [ ] I have linked the issue to this PR (if applicable) | 我已将 issue 链接到此 PR（如果适用） - [ ] I have mentioned the person who will review this PR | 我已提及将审查此 PR 的人
## Description <!-- Please include a summary of the changes below; Fill in the issue number that this PR addresses (if applicable); Mention the person who will review this PR (if you know who it is); Replace (summary), (issue), and (reviewer) with the appropriate information (No parentheses). 请在下方填写更改的摘要； 填写此 PR 解决的问题编号（如果适用）； 提及将审查此 PR 的人（如果您知道是谁）； 替换 (summary)、(issue) 和 (reviewer) 为适当的信息（不带括号）。 --> Summary: (summary) Fix: #(issue) Reviewer: @(reviewer) ## Checklist: - [ ] I have performed a self-review of my own code | 我已自行检查了自己的代码 - [ ] I have commented my code in hard-to-understand areas | 我已在难以理解的地方对代码进行了注释 - [ ] I have added tests that prove my fix is effective or that my feature works | 我已添加测试以证明我的修复有效或功能正常 - [ ] I have added necessary documentation (if applicable) | 我已添加必要的文档（如果适用） - [ ] I have linked the issue to this PR (if applicable) | 我已将 issue 链接到此 PR（如果适用） - [ ] I have mentioned the person who will review this PR | 我已提及将审查此 PR 的人
## Description <!-- Please include a summary of the changes below; Fill in the issue number that this PR addresses (if applicable); Mention the person who will review this PR (if you know who it is); Replace (summary), (issue), and (reviewer) with the appropriate information (No parentheses). 请在下方填写更改的摘要； 填写此 PR 解决的问题编号（如果适用）； 提及将审查此 PR 的人（如果您知道是谁）； 替换 (summary)、(issue) 和 (reviewer) 为适当的信息（不带括号）。 --> Summary: (summary) Add azure backend support Fix: #(issue) Reviewer: @(reviewer) ## Checklist: - [ x] I have performed a self-review of my own code | 我已自行检查了自己的代码 - [x ] I have commented my code in hard-to-understand areas | 我已在难以理解的地方对代码进行了注释 - [x ] I have added tests that prove my fix is effective or that my feature works | 我已添加测试以证明我的修复有效或功能正常 - [ ] I have added necessary documentation (if applicable) | 我已添加必要的文档（如果适用） - [ ] I have linked the issue to this PR (if applicable) | 我已将 issue 链接到此 PR（如果适用） - [ ] I have mentioned the person who will review this PR | 我已提及将审查此 PR 的人
## Description <!-- Please include a summary of the changes below; Fill in the issue number that this PR addresses (if applicable); Mention the person who will review this PR (if you know who it is); Replace (summary), (issue), and (reviewer) with the appropriate information (No parentheses). 请在下方填写更改的摘要； 填写此 PR 解决的问题编号（如果适用）； 提及将审查此 PR 的人（如果您知道是谁）； 替换 (summary)、(issue) 和 (reviewer) 为适当的信息（不带括号）。 --> Summary: (summary) Fix: #(issue) Reviewer: @(reviewer) ## Checklist: - [ ] I have performed a self-review of my own code | 我已自行检查了自己的代码 - [ ] I have commented my code in hard-to-understand areas | 我已在难以理解的地方对代码进行了注释 - [ ] I have added tests that prove my fix is effective or that my feature works | 我已添加测试以证明我的修复有效或功能正常 - [ ] I have added necessary documentation (if applicable) | 我已添加必要的文档（如果适用） - [ ] I have linked the issue to this PR (if applicable) | 我已将 issue 链接到此 PR（如果适用） - [ ] I have mentioned the person who will review this PR | 我已提及将审查此 PR 的人
fridayL
marked this pull request as ready for review
July 15, 2025 13:22
tianxing02
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Feb 24, 2026
* feat: add product API and related functionality (cleaned sensitive data) * feat: add singleton for memos and llm * fix:fix persistent_user_manager * feat:update prompt and rm readme * fix：ci code * feat: update demo and add user manager (MemTensor#31) * feat: add product API and related functionality (cleaned sensitive data) * feat: add singleton for memos and llm * fix:fix persistent_user_manager * feat:update prompt and rm readme * fix：ci code * Feature & Fix bugs: mem scheduler with rabbitmq and web log submission * fix bug of message consuming * add a range of configs * support rabbitmq * add new docs for the beginner * add more examples * fix:UserRole error * update: update product api * fix: suggestion mem * update:fix add mem * feat: update chat * fix: add uuid and product think * update: search data * fix:update * fix:chat mem * feat:vllm llm support version0 * feat: update zh en and mem * feat: update cube ids * feat:vllm llm support version0.5 * fix: memchat multi turn * feat: add multi-language feature in mem-reader * feat: add multi-language feature in mem-reader * feat: add multi-language feature in tree reorganizer * feat: reinforce language * fix:fix search and add product tmp data * fix bugs & refactor the code: mem scheduler support web log feature * refactor & fix bugs: mem scheduler related codes including modules like dispatcher and retriever, the dependencies and the unittest. * fix:remove dup * feat: add logs * feat:vllm llm support streaming generate and add benchmark script * add: chat time for add * fix:merge error * fix:merge error * feat & fix bugs: factor mem scheduler. test_retriever.py is waiting for test * feat:add vllm chat model * fix bugs: filter logging of retriever module in mem scheduler * fix: test_api * feat:update feat * fix: manager * feat: add vllm cahche * fix bugs: fix scheduler logging bug of working memory replacement * refactor: change default update interval * fix bugs: fix bugs in update activation memory in memory scheduler * add support for azure backend * feat: add deafult config overide for store config * feat: add MOS_ENABLE_REORGANIZE config * fix bugs: fix bugs of filter and updating activation memories * fix bugs: change name * feat: add act mme * fix:poetry lock * delete: del file --------- Co-authored-by: chentang <travistang@foxmail.com> Co-authored-by: Kai <kakack@126.com> Co-authored-by: 席阳阳 <caralhsi@gmail.com> Co-authored-by: zhangyibo.114514 <zhangyibo.114514@bytedance.com>
Hun-ger
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Mar 30, 2026
…40507 a140507 Merge pull request MemTensor#98 from MemTensor/test 29189dd 0.1.11 e8ff674 0.1.11-beta.0 a6c61bf Merge pull request MemTensor#97 from Hun-ger/feat_agent_config_fix 6079eb6 Added a parameter that can be configured in the file. 96993fa Merge pull request MemTensor#96 from MemTensor/revert-95-feat/memos-userid-tag-override 4032a13 Revert "feat: support memos userid tag override" a1dac9e Merge pull request MemTensor#95 from MemTensor/feat/memos-userid-tag-override b9a4dfa feat: support memos userid tag override dcaabae docs: document direct session user id config c87fc7d Merge pull request MemTensor#92 from MemTensor/feat/direct-session-user-id 9b957b1 Merge pull request MemTensor#91 from MemTensor/feat_agent_config 9f43fa7 Merge pull request MemTensor#90 from Hun-ger/feat_allow_agent 4bf6200 delete unuse keywords c487477 Merge pull request MemTensor#89 from MemTensor/feat_agent_config acba60c Merge pull request MemTensor#88 from Hun-ger/feat_allow_agent 7458b29 add agentoverride 6097773 Merge pull request MemTensor#85 from MemTensor/feat_agent_config 66db63e Merge pull request MemTensor#86 from Hun-ger/feat_allow_agent d56b900 fix index keywords d14c622 Merge remote-tracking branch 'origin/test' into feat/direct-session-user-id 638ceda Merge pull request MemTensor#69 from Hun-ger/feat_allow_agent 0ff3a75 Merge branch 'refs/heads/test' into feat_allow_agent e65bb00 Merge pull request MemTensor#83 from MemTensor/test 1210624 0.1.10 6a3c990 Merge pull request MemTensor#81 from syzsunshine219/fix/review-defaults cde03b9 fix: sync recall filter defaults and complete plugin schema e93bc6f Merge branch 'refs/heads/feat_agent_config' into feat_allow_agent 0aa8e7e feat: support direct session user ids 0cd0fd8 add feat: allow agent config 4801fab Merge pull request MemTensor#64 from starsalwaysineyes/fix/use-update-time-in-recall-display 55d4c74 fix: prefer update time in recall display ce8ea8d feat: add stripTrailingFeishuSystemHints to clean up trailing system hints 0568023 Merge pull request MemTensor#63 from starsalwaysineyes/fix/common-openclaw-metadata-strip fdf4805 fix: reuse shared OpenClaw metadata stripping 1ec1002 feat: add stripTrailingFeishuSystemHints to clean up trailing system hints f86ec33 Merge pull request MemTensor#62 from XiaohuiSu/test 9d4fff0 ✨ feat: 0.1.10-beta.3 d8c51d4 fix: improve Feishu prompt stripping to support messages starting directly with message_id c35f1e0 feat: strip Feishu injected system prompts from user query f59309a feat: add advanced memory configuration options (capture strategy, async mode, throttling) 4d7e66d Merge pull request MemTensor#60 from XiaohuiSu/test 4cb4df7 Revert "feat: add switches to disable automatic memory sync" c333dfa Merge branch 'test' of https://github.com/MemTensor/MemOS-Cloud-OpenClaw-Plugin into test 0311213 Merge pull request MemTensor#59 from starsalwaysineyes/codex/disable-auto-addmessage 32e3612 feat: add switches to disable automatic memory sync d552c29 Merge pull request MemTensor#58 from antalike/fix/readme 0c2dd7e fix: update README and README_ZH 8cab7aa 0.1.10-beta.0 a495a26 Merge pull request MemTensor#56 from starsalwaysineyes/fix/strip-openclaw-query-cleanup ec20d89 Merge pull request MemTensor#57 from XiaohuiSu/test 3e3daa9 fix: strip leading timestamp envelopes after inbound metadata c624bab fix: strip openclaw inbound metadata before memos sync git-subtree-dir: apps/MemOS-Cloud-OpenClaw-Plugin git-subtree-split: a140507f749d7a2bc5f61930fc48460077543c2a
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Description
Product API Development & Multi-language Support
Key Features
Bug Fixes
Contributors: @fridayL, @tangg555, @kakack, @CaralHsi, @Gaojianli
Checklist: