Tags: lryain/MemOS
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Dev 20260209 v2.0.6 (MemTensor#1091) ## Description Please include a summary of the change, the problem it solves, the implementation approach, and relevant context. List any dependencies required for this change. Related Issue (Required): Fixes @issue_number ## Type of change Please delete options that are not relevant. - [ ] Bug fix (non-breaking change which fixes an issue) - [ ] New feature (non-breaking change which adds functionality) - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected) - [ ] Refactor (does not change functionality, e.g. code style improvements, linting) - [ ] Documentation update ## How Has This Been Tested? Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration - [ ] Unit Test - [ ] Test Script Or Test Steps (please provide) - [ ] Pipeline Automated API Test (please provide) ## 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 created related documentation issue/PR in [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) (if applicable) | 我已在 [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) 中创建了相关的文档 issue/PR（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 ## Reviewer Checklist - [ ] closes #xxxx (Replace xxxx with the GitHub issue number) - [ ] Made sure Checks passed - [ ] Tests have been provided
chore: update version to 2.0.5 (MemTensor#1067) ## Description Please include a summary of the change, the problem it solves, the implementation approach, and relevant context. List any dependencies required for this change. Related Issue (Required): Fixes @issue_number ## Type of change Please delete options that are not relevant. - [ ] Bug fix (non-breaking change which fixes an issue) - [ ] New feature (non-breaking change which adds functionality) - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected) - [ ] Refactor (does not change functionality, e.g. code style improvements, linting) - [ ] Documentation update ## How Has This Been Tested? Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration - [ ] Unit Test - [ ] Test Script Or Test Steps (please provide) - [ ] Pipeline Automated API Test (please provide) ## 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 created related documentation issue/PR in [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) (if applicable) | 我已在 [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) 中创建了相关的文档 issue/PR（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 ## Reviewer Checklist - [ ] closes #xxxx (Replace xxxx with the GitHub issue number) - [ ] Made sure Checks passed - [ ] Tests have been provided
Dev 20260126 v2.0.4 (MemTensor#976) ## Description <!-- Please include a summary of the changes below; Fill in the issue number that this PR addresses (if applicable); Fill in the related MemOS-Docs repository issue or PR link (if applicable); Mention the person who will review this PR (if you know who it is); Replace (summary), (issue), (docs-issue-or-pr-link), and (reviewer) with the appropriate information. 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）； 填写相关的 MemOS-Docs 仓库 issue 或 PR 链接（如果适用）； 提及将审查此 PR 的人（如果您知道是谁）； 替换 (summary)、(issue)、(docs-issue-or-pr-link) 和 (reviewer) 为适当的信息。 --> Summary: (summary) Fix: #(issue) Docs Issue/PR: (docs-issue-or-pr-link) 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 created related documentation issue/PR in [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) (if applicable) | 我已在 [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) 中创建了相关的文档 issue/PR（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
feat: LLM/plugin retrieval bug, prevent redundant memories via archiv… …al with activated-only retrieval, and update implicit preference logic (MemTensor#893) ## Description <!-- Please include a summary of the changes below; Fill in the issue number that this PR addresses (if applicable); Fill in the related MemOS-Docs repository issue or PR link (if applicable); Mention the person who will review this PR (if you know who it is); Replace (summary), (issue), (docs-issue-or-pr-link), and (reviewer) with the appropriate information. 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）； 填写相关的 MemOS-Docs 仓库 issue 或 PR 链接（如果适用）； 提及将审查此 PR 的人（如果您知道是谁）； 替换 (summary)、(issue)、(docs-issue-or-pr-link) 和 (reviewer) 为适当的信息。 --> Summary: Fix LLM/plugin retrieval bug, switch logger.error to logger.info in extractor, prevent redundant memories via archival with activated-only retrieval, and update implicit preference logic. Fix: #(issue) Docs Issue/PR: (docs-issue-or-pr-link) 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 created related documentation issue/PR in [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) (if applicable) | 我已在 [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) 中创建了相关的文档 issue/PR（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
chore: bump version to v2.0.1 (MemTensor#849) ## Description <!-- Please include a summary of the changes below; Fill in the issue number that this PR addresses (if applicable); Fill in the related MemOS-Docs repository issue or PR link (if applicable); Mention the person who will review this PR (if you know who it is); Replace (summary), (issue), (docs-issue-or-pr-link), and (reviewer) with the appropriate information. 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）； 填写相关的 MemOS-Docs 仓库 issue 或 PR 链接（如果适用）； 提及将审查此 PR 的人（如果您知道是谁）； 替换 (summary)、(issue)、(docs-issue-or-pr-link) 和 (reviewer) 为适当的信息。 --> Summary: (summary) Fix: #(issue) Docs Issue/PR: (docs-issue-or-pr-link) 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 created related documentation issue/PR in [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) (if applicable) | 我已在 [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) 中创建了相关的文档 issue/PR（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
chore: bump version to v2.0.0 (MemTensor#716) ## Description <!-- Please include a summary of the changes below; Fill in the issue number that this PR addresses (if applicable); Fill in the related MemOS-Docs repository issue or PR link (if applicable); Mention the person who will review this PR (if you know who it is); Replace (summary), (issue), (docs-issue-or-pr-link), and (reviewer) with the appropriate information. 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）； 填写相关的 MemOS-Docs 仓库 issue 或 PR 链接（如果适用）； 提及将审查此 PR 的人（如果您知道是谁）； 替换 (summary)、(issue)、(docs-issue-or-pr-link) 和 (reviewer) 为适当的信息。 --> Summary: (summary) Fix: #(issue) Docs Issue/PR: (docs-issue-or-pr-link) 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 created related documentation issue/PR in [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) (if applicable) | 我已在 [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) 中创建了相关的文档 issue/PR（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
chore: bump version to v1.1.3 (MemTensor#471) ## Description <!-- Please include a summary of the changes below; Fill in the issue number that this PR addresses (if applicable); Fill in the related MemOS-Docs repository issue or PR link (if applicable); Mention the person who will review this PR (if you know who it is); Replace (summary), (issue), (docs-issue-or-pr-link), and (reviewer) with the appropriate information. 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）； 填写相关的 MemOS-Docs 仓库 issue 或 PR 链接（如果适用）； 提及将审查此 PR 的人（如果您知道是谁）； 替换 (summary)、(issue)、(docs-issue-or-pr-link) 和 (reviewer) 为适当的信息。 --> Summary: • Memory & Retrieval Core: async add (plain & preference), Preference Memory pipeline, Reranker strategy suite, BM25 for TreeTextMemory, MemReader structural parsing. • Scheduler & Observability: API scheduler modularization (schema/utils/analyzer), Redis ORM for history sync & mixture search, metrics + request logs, Nacos-based dynamic config. • Data & Infra: PolarDB graph backend with pool/timeout & fixes, unified graph factory (Nebula/Neo4j/PolarDB), Milvus interface & item optimizations, enhanced logging. • Evaluation: PrefEval standardization; LoCoMo/LongMemEval/PersonaMem pipeline upgrades; new utilities (e.g., mirix_utils.py). • Stability & Fixes: query scheduling, message schema, Tree search inputs, self-input prompts, SQLite list users, PolarDB value mapping; pool/timeout tuning, usage data removal, graph-call toggle. • Compatibility: adopt new async path/schemas/metrics; align preference fields; migrate tests to Redis ORM; configure PolarDB pool/timeout before rollout. • 记忆与检索内核：新增 async add（明文/偏好）、偏好记忆全链路、Reranker 策略集、TreeTextMemory 引入 BM25、MemReader 结构化解析。 • 调度与可观测性：API 调度模块化（schema/utils/analyzer）、Redis ORM（历史同步与混合搜索）、metrics 指标与请求日志、Nacos 动态配置。 • 数据与基础设施：PolarDB 图后端（连接池/超时与修复）、图工厂统一（Nebula/Neo4j/PolarDB）、Milvus 接口与数据项优化、日志链路增强。 • 评估体系：PrefEval 字段标准化；LoCoMo/LongMemEval/PersonaMem 评测升级；新增工具（如 mirix_utils.py）。 • 稳定性与修复：修复查询调度、消息 schema、树检索输入、自输入提示、SQLite 用户列表、PolarDB 值映射；连接池/超时优化、移除 usage 数据、图调用开关。 • 兼容性：适配异步路径/新 schema/metrics；偏好字段按新规范；测试迁移至 Redis ORM；启用 PolarDB 前配置连接池与超时并压测。 Fix: MemTensor#424 MemTensor#426 MemTensor#423 MemTensor#443 MemTensor#384 MemTensor#406 MemTensor#445 • Scheduler/Query: fixed query-schedule edge cases (MemTensor#424). • Schemas: corrected message schema inconsistencies (MemTensor#426). • Search I/O: fixed TreeTextMemory searcher input mismatch (MemTensor#423). • Prompts: fixed self-input prompt error (MemTensor#443). • Storage: fixed SQLite list-users error (MemTensor#384). • Graph/DB: corrected PolarDB value/graph issues (MemTensor#406, MemTensor#445). • 调度/查询：修复查询调度边界问题（https://github.com/MemTensor/MemOS/pull/424）。 • Schema：修正消息 schema 不一致（https://github.com/MemTensor/MemOS/pull/426）。 • 检索 I/O：修复 Tree 搜索器输入不匹配（https://github.com/MemTensor/MemOS/pull/423）。 • 提示：修复自输入提示错误（https://github.com/MemTensor/MemOS/pull/443）。 • 存储：修复 SQLite 用户列表错误（https://github.com/MemTensor/MemOS/pull/384）。 • 图/数据库：修正 PolarDB 值与图相关问题（https://github.com/MemTensor/MemOS/pull/406、https://github.com/MemTensor/MemOS/pull/445）。 Docs Issue/PR: (docs-issue-or-pr-link) 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 created related documentation issue/PR in [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) (if applicable) | 我已在 [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) 中创建了相关的文档 issue/PR（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
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