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Releases: NevaMind-AI/memU
Releases · NevaMind-AI/memU
Release list
v2.0.0-beta.0
2.0.0-beta.0 (2026-07-23)
Features
- blob: ingest rich documents (PDF/Office/HTML) via MarkItDown (#447) (1e16341)
- Codex session-bridging pipeline and scheduled-task skill (#477) (1a8edb5)
- doctor: diagnose proxy hijacking instead of printing a bare 502 (7c41eec)
- env: config.env carries NO_PROXY; MEMU_HTTP_PROXY works from the file (5265945)
- from memory item/category to tracked entry/file for workspace memorization (ADR 0006) (#456) (68877da)
- hermes: install retrieval as a skill (#536) (8766d3d)
- hosts: add Claude Code, Cursor, OpenClaw, and Hermes host adapters (#494) (24d1b3b)
- hosts: add memu-agent, a generic adapter for any other agent (#496) (e46a1f0)
- hosts: agent-driven uninstall — remove-instruction, docs uninstall, per-host guides (#509) (f51673e)
- hosts: install retrieval as a skill on Codex and Claude Code (#535) (2ed480e)
- layered, track-aware workspace memorize & retrieve (#466) (094e22f)
- llm,vlm: multi-provider LLM gateway, modular preprocessing, and VLM package (#442) (6f1b0bc)
- memory_fs: workspace memorize + markdown memory file system (#439) (1b1ad61)
- memu CLI, npm launcher, and agent skills for the workspace pair (#467) (c861974)
- npm: point the launcher at the memu-cli PyPI channel (#483) (5056389)
- openclaw: install retrieval as a skill (#537) (3cef5ae)
- preprocess: classify audio type and add an overview on ingest (#448) (f7601da)
- vlm,preprocess: native whole-video understanding via OpenRouter (#450) (1de5784)
Bug Fixes
- app: unpack the (vectors, raw_response) tuple embed() returns (#504) (9b2a70c)
- bridging: advance the cursor and snapshot at commit, not prepare (#531) (0ceaa19)
- ci: sort workbuddy cli imports so make check passes (#522) (151298c)
- cli: force UTF-8 stdio so piped output survives non-UTF-8 Windows code pages (#513) (b521453)
- codex: drop harness-injected user records from the conversation seam (#511) (c827157)
- embedding: never route loopback embedding calls through a proxy (#519) (df6cfba)
- handle multiple root-level XML elements from non-conformant LLMs (#409) (fed42b6)
- hermes: escape the state.db path when building the SQLite URI (#503) (3135132)
- llm/vlm: correct OpenAI token-limit param and simplify conversation preprocess (#449) (ff3c2be)
- make lazyllm an optional dependency (fixes #373) (#402) (7652982)
- memory_fs: restore LLM-free skill bypass and unify synthesis paths (#444) (bc13bd4)
- openclaw: scan only main session transcripts, not trajectory/checkpoint sidecars (0245de9)
- optimize category initialization to avoid unnecessary embedding (#388) (a92f266)
- remove broken memu-server entry point (fixes #354) (#398) (0672b56)
- remove duplicate document text from preprocess prompt (#420) (44aa5ff)
- remove stale memu-server script entry point (fixes #393) (#403) (c5fe493)
- resolve SQLite embedding TypeError by using sa_column=False (#401) (7e198f3)
- return empty list for non-positive top_k in cosine_topk (#423) (39023a8)
- tests: pin UTF-8 on test file I/O so the suite passes on non-UTF-8-locale Windows (#501) (dda515a)
Documentation
- add ADR 0008 — trajectory as the source, hooks over API (#476) (ff90dac)
- add INSTALL-LATEST.md and register the WorkBuddy adapter (#527) (4871c55)
- add SKILL.md, one routing entry point for agent-driven install (#497) (bf7aaf3)
- add the architecture image the README references (#492) (c07b905)
- add under-construction notice, stabilizing ~July 15 (#472) (6426ff0)
- ADR 0007 — drop the graph, retrieval is hybrid (embedding + BM25) (#464) (3dd7d5c)
- ADR 0007 — invert L1/L2 (L1 = coarse doc, L2 = item slices) (#465) (0afbcc5)
- ADR 0007 — replace the explicit item graph with entity linking (#463) ([0bd3c77](https://github.com/NevaMind-AI/m...
v1.5.1
v1.5.0
v1.4.0
1.4.0 (2026-02-06)
Features
- Add inline memory item references in category summaries (#202) (#205) (5213571)
- Add salience-aware memory with reinforcement tracking (#186) (#206) (2bdbcce)
- Add Tool Memory type with specialized metadata and statistics (#247) (4e8a035)
Bug Fixes
- add chat() API and stop misusing summarize() (#208) (be0a5c7)
- remove unused type: ignore comment and add lazyllm mypy override (#275) (0e490f7)
- video: cleanup temp files on extraction failure (#295) (16b65e5)
Documentation
v1.3.0
1.3.0 (2026-01-29)
Features
- add happened at and extra fields to memory item (#262) (77938e9)
- add proactive example (#268) (d3d1de1)
- add Sealos support agent use case (Track G) (#255) (8fbdf3c)
- integrate LazyLLM to provide more llm services (#265) (c03f639)
- integrations: Add LangGraph Adapter for MemU (Track A) (#258) (50b5502)
- llm: add Grok (xAI) integration (#179) (#236) (1e16309)
- Openrouter integration as backend provider (#182) (cba667a)
Bug Fixes
Documentation
v1.2.0
1.2.0 (2026-01-14)
Features
- clear memory (#239) (7da36da)
- database: add SQLite storage backend (#201) (4b899d7)
- improve issue template (#199) (abe0f1b)
- optimize topk pick function (#196) (b474c54)
- workflow step interceptor (#240) (bf2ac96)
Bug Fixes
- allow nullable resource_id in Postgres items (#232) (ae2ffbb)
- correct coverage source to track memu package instead of tests (#220) (2460bbd)
- correct typo in PromptBlock class label attribute (#231) (d69053c)
- default embed size (#192) (144fd32)
- readme partners link & github issue link (#198) (849f881)