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* feat: delete custom_logger_handler * feat: delete custom_logger_handler * feat: delete custom_logger_handler * feat: remove generate_trace_id to context * revert: logging config * revert: logging config --------- Co-authored-by: harvey_xiang <harvey_xiang22@163.com> Co-authored-by: CaralHsi <caralhsi@gmail.com>
* Chore: Change version to v1.0.1 * fix: change env name
* Chore: Change version to v1.0.1 * feat: add mem_cube id for user reg
* feat: custom_logger support info and error * feat: customLogger support info and error log * feat: replace all Thread to contextThread * feat: add debug logger info for nebular * feat: delete nebular * feat: debug logger info * revert: log.py console config * feat: remove useless log * fix: unit test error --------- Co-authored-by: harvey_xiang <harvey_xiang22@163.com> Co-authored-by: chunyu li <78344051+fridayL@users.noreply.github.com>
* fix: add memory * update: update orginal data * Chore: Change version to v1.0.1 * feat:fix conflict * fix: update memory get * fix: ci code * update: search_reranker * change: rerank_source for reranking * update config
Co-authored-by: harvey_xiang <harvey_xiang22@163.com>
* fix: add safe guard when parsing node memory * feat: add filter as a parameter in tree-text searcher * feat: add filter for user and long-term memory * feat: add filter in working memory * add filter in task-parser * feat: only mix-retrieve for vector-recall; TODO: mix reranker * feat: add 'session_id' as an optional parameter for product api * feat: api 1.0 finish * maintain: update gitignore * maintain: update gitignore * feat: add 'type' in TextualMemory Sources * feat: add annotation to item * fix: add session_id to product add * fix: test
* fix: add safe guard when parsing node memory * feat: add filter as a parameter in tree-text searcher * feat: add filter for user and long-term memory * feat: add filter in working memory * add filter in task-parser * feat: only mix-retrieve for vector-recall; TODO: mix reranker * feat: add 'session_id' as an optional parameter for product api * feat: api 1.0 finish * maintain: update gitignore * maintain: update gitignore * feat: add 'type' in TextualMemory Sources * feat: add annotation to item * fix: add session_id to product add * fix: test * feat: [WIP] add filter in reranker * fix: bug in recall
* fix: add safe guard when parsing node memory * feat: add filter as a parameter in tree-text searcher * feat: add filter for user and long-term memory * feat: add filter in working memory * add filter in task-parser * feat: only mix-retrieve for vector-recall; TODO: mix reranker * feat: add 'session_id' as an optional parameter for product api * feat: api 1.0 finish * maintain: update gitignore * maintain: update gitignore * feat: add 'type' in TextualMemory Sources * feat: add annotation to item * fix: add session_id to product add * fix: test * feat: [WIP] add filter in reranker * fix: bug in recall * feat: finish search filter in reranker * fix: product router pydantic errir
* fix: add safe guard when parsing node memory * feat: add filter as a parameter in tree-text searcher * feat: add filter for user and long-term memory * feat: add filter in working memory * add filter in task-parser * feat: only mix-retrieve for vector-recall; TODO: mix reranker * feat: add 'session_id' as an optional parameter for product api * feat: api 1.0 finish * maintain: update gitignore * maintain: update gitignore * feat: add 'type' in TextualMemory Sources * feat: add annotation to item * fix: add session_id to product add * fix: test * feat: [WIP] add filter in reranker * fix: bug in recall * feat: finish search filter in reranker * fix: product router pydantic errir * fix: internet search memory pydantic bug * fix: internet search pydantic bug * fix: internet search pydantic bug
* feat: custom_logger support info and error * feat: customLogger support info and error log * feat: replace all Thread to contextThread * feat: add debug logger info for nebular * feat: delete nebular * feat: debug logger info * revert: log.py console config * feat: remove useless log * fix: unit test error * revert: nebular require_python * feat: add custom_logger_handler --------- Co-authored-by: harvey_xiang <harvey_xiang22@163.com> Co-authored-by: chunyu li <78344051+fridayL@users.noreply.github.com>
* feat: update nebula to nebula 5.1.1 * fix: bug in nebula and manager * feat: update product * test: update
* feat: add memos_api_client * feat: add memos_api_client * feat: update memos_api_client retry times * feat: update memos client * feat: update search params * feat: update search params * feat: update memos client response * feat: delete debug --------- Co-authored-by: harvey_xiang <harvey_xiang22@163.com>
#314) * feat: add logs for cube * feat: add loggers for mem * add dict timer log * fix: change ci code
…nitialize working memories (logically uneccessary). change the function parameters of search as the function input info as an addition
…r, and rename some variables
…hen running scheduler
…ching logics and working memory management 3. new examples with more info
…enchmark. The code is not complete yet, but can print some clues to show the answer hit rate of working memories
* fix time * add timed step for llm * fix:ci code * fix：test * remove
* fix time * add timed step for llm * fix:ci code * fix：test * remove * update
* docker start * docker start * update config * 代码检测 * test_start_api * test_start_api * test_start_api * fix docker start * update start_api * update start_api * update start_api * 代码检测 --------- Co-authored-by: yjy <yuanjinyun@defencedriver.com>
* fix time * add timed step for llm * fix:ci code * fix：test * remove * update * feat: remove request body
* fix time * add timed step for llm * fix:ci code * fix：test * remove * update * feat: remove request body * feat: remove trace id * feat: remove trace id
* feat: add default processing in mem-reader * feat: not include embedding
* fix time * add timed step for llm * fix:ci code * fix：test * remove * update * feat: remove request body * feat: remove trace id * feat: remove trace id * feat: add workers * feat: update load fast api
* fix time * add timed step for llm * fix:ci code * fix：test * remove * update * feat: remove request body * feat: remove trace id * feat: remove trace id * feat: add workers * feat: update load fast api * add run
…o test if can answer current query. add more info for analysis
…g of dumping results
* feat: add default processing in mem-reader * feat: not include embedding * feat: add logger to detect remove-old-memory error
* feat: recall and searcher use parallel * feat: recall and searcher format
## 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
CaralHsi
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Sep 24, 2025
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verify max_client later
CaralHsi
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Sep 24, 2025
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modify llm singleton mode
CaralHsi
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Sep 24, 2025
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TODO: redesign cube pool
CaralHsi
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Sep 24, 2025
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note this warning later.
CaralHsi
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Sep 24, 2025
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TODO: maybe resolve 'time-related' config later.
CaralHsi
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todo: maybe delete later
CaralHsi
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adapt to 'new sourge message'
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## 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: Added OpenTelemetry support (MemTensor#298, MemTensor#307). Introduced OpenTelemetry to enhance observability and monitoring for the system, helping to trace requests and measure system performance. Chatbot API and reranker filter, fixed Pydantic bug (MemTensor#294, MemTensor#303). Added a new chatbot API and incorporated a reranker filter to improve the response quality. Also, fixed issues related to Pydantic validation errors. Updated Nebula to version 5.1.1 (MemTensor#311). Updated to the latest version of Nebula (5.1.1), addressing any known bugs and ensuring better performance with the new features. Parallelized recall and searcher processes (MemTensor#337). Improved the performance of recall and search operations by parallelizing them, allowing for faster query handling. Added API client feature (MemTensor#334). Introduced a new API client to facilitate easier interactions with the system's API, likely for external integrations. Fix: Fixed bugs in retriever, and added new auth info for Neo4j DB (MemTensor#313). Addressed bugs in the retriever and improved authentication handling for the Neo4j database, ensuring more reliable connections and data retrieval. Docs Issue/PR: (docs-issue-or-pr-link) 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 - [ ] 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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Description
Summary:
Added OpenTelemetry support (#298, #307).
Introduced OpenTelemetry to enhance observability and monitoring for the system, helping to trace requests and measure system performance.
Chatbot API and reranker filter, fixed Pydantic bug (#294, #303).
Added a new chatbot API and incorporated a reranker filter to improve the response quality. Also, fixed issues related to Pydantic validation errors.
Updated Nebula to version 5.1.1 (#311).
Updated to the latest version of Nebula (5.1.1), addressing any known bugs and ensuring better performance with the new features.
Parallelized recall and searcher processes (#337).
Improved the performance of recall and search operations by parallelizing them, allowing for faster query handling.
Added API client feature (#334).
Introduced a new API client to facilitate easier interactions with the system's API, likely for external integrations.
Fix:
Fixed bugs in retriever, and added new auth info for Neo4j DB (#313).
Addressed bugs in the retriever and improved authentication handling for the Neo4j database, ensuring more reliable connections and data retrieval.
Docs Issue/PR: (docs-issue-or-pr-link)
Reviewer: @(reviewer)
Checklist: