feat: introduce async memory add for TreeTextMemory using MemScheduler#373
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CaralHsi merged 29 commits intoMemTensor:devfrom Oct 23, 2025
Merged
feat: introduce async memory add for TreeTextMemory using MemScheduler#373CaralHsi merged 29 commits intoMemTensor:devfrom
CaralHsi merged 29 commits intoMemTensor:devfrom
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…into feat/Async-add
CaralHsi
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fridayL
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Oct 23, 2025
tianxing02
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Feb 24, 2026
MemTensor#373) * feat: define mem-read schedular message&consumer; add async mem-reader mode in core; * feat: add fast/fine mode in mem-reader; * feat: add mem-reader in scheduler * feat: change async remove * feat: modify async-add in core.py * feat: add 'remove and refresh memory in schedular' * feat: add naive fast mode in mem-reader * feat: finish fast mode in mem-reader * feat: add token-based window splitting and concurrency improvements * feat: add split chunker into mode in simple struct mem reader * feat: update async-mode add * chore: update gitignore * feat: improve database note write performance * feat: fix mem-read scheduler * fix: nebula group-by bug * fix: bug in adding mem scheduler * fix: nebula index; mem-reader chat-time; * format: searcher * fix: some bug in shceduler and mem-reader * feat: add mem-organize in scheduler * feat: add tree.mode to config; modify scheduler config * fix: test bug
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Description
This PR introduces an asynchronous memory add pipeline for TreeTextMemory, leveraging the MemScheduler module to handle deferred memory reading, refreshing, and organizing tasks.
The update refactors the add() workflow in mem_os/core.py, enabling fast concurrent ingestion of textual memories, and delegates heavy operations (e.g., semantic parsing, tree reorganization) to background schedulers.
Summary
Fix: #(issue)
Docs Issue/PR: (docs-issue-or-pr-link)
Reviewer: @(reviewer)
Checklist: