mentedb 0.32.2

A purpose-built database engine for AI agent memory
Documentation
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# Changelog

All notable changes to this project will be documented in this file.

The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).

## [Unreleased]

## [0.32.2]https://github.com/nambok/mentedb/compare/mentedb-v0.32.1...mentedb-v0.32.2 - 2026-07-27

### Fixed

- value update cosine floor sits below real embedder bands, floor rejections logged ([#391]https://github.com/nambok/mentedb/pull/391)

## [0.32.1]https://github.com/nambok/mentedb/compare/mentedb-v0.32.0...mentedb-v0.32.1 - 2026-07-27

### Fixed

- value updates fire mid sentence and invalidate the stale fact ([#388]https://github.com/nambok/mentedb/pull/388)

## [0.32.0]https://github.com/nambok/mentedb/compare/mentedb-v0.31.0...mentedb-v0.32.0 - 2026-07-27

### Other

- Agent file sync: edit the file, memory mirrors it ([#385]https://github.com/nambok/mentedb/pull/385)
- agent file compliance benchmark moved from the platform repo ([#383]https://github.com/nambok/mentedb/pull/383)

## [0.31.0]https://github.com/nambok/mentedb/compare/mentedb-v0.30.0...mentedb-v0.31.0 - 2026-07-26

### Added

- section affinity completion, sweep bindings, standing directive parse guidance ([#380]https://github.com/nambok/mentedb/pull/380)

### Other

- agent file ingestion and rule delivery channels ([#381]https://github.com/nambok/mentedb/pull/381)

## [0.30.0]https://github.com/nambok/mentedb/compare/mentedb-v0.29.0...mentedb-v0.30.0 - 2026-07-25

### Added

- own agent boost in injection so an agent's rules survive busy accounts ([#377]https://github.com/nambok/mentedb/pull/377)

## [0.29.0]https://github.com/nambok/mentedb/compare/mentedb-v0.28.0...mentedb-v0.29.0 - 2026-07-25

### Added

- truncation tolerant LLM parse, section tags, cluster completion, injection SDK binding ([#374]https://github.com/nambok/mentedb/pull/374)

## [0.28.0]https://github.com/nambok/mentedb/compare/mentedb-v0.27.3...mentedb-v0.28.0 - 2026-07-25

### Fixed

- engine shares the real embedding provider in the Python SDK ([#372]https://github.com/nambok/mentedb/pull/372)

## [0.27.3]https://github.com/nambok/mentedb/compare/mentedb-v0.27.2...mentedb-v0.27.3 - 2026-07-24

### Other

- action rules in the core features list

## [0.27.2]https://github.com/nambok/mentedb/compare/mentedb-v0.27.1...mentedb-v0.27.2 - 2026-07-24

### Added

- action-cued recall via recall_for_action ([#368]https://github.com/nambok/mentedb/pull/368)

## [0.27.1]https://github.com/nambok/mentedb/compare/mentedb-v0.27.0...mentedb-v0.27.1 - 2026-07-24

### Added

- *(embed)* expose embed and embed_batch, honest benchmark timing ([#365]https://github.com/nambok/mentedb/pull/365)

## [0.27.0]https://github.com/nambok/mentedb/compare/mentedb-v0.26.0...mentedb-v0.27.0 - 2026-07-24

### Added

- offline dedup sweep profile and multi-arch docker image ([#362]https://github.com/nambok/mentedb/pull/362)
- *(server)* expose process_turn on the REST API and tolerate mid-turn memory loss ([#360]https://github.com/nambok/mentedb/pull/360)

## [0.26.0]https://github.com/nambok/mentedb/compare/mentedb-v0.25.0...mentedb-v0.26.0 - 2026-07-23

### Added

- embedder calibration, dedup sweep, and recall/ingest turn split ([#358]https://github.com/nambok/mentedb/pull/358)

## [0.25.0]https://github.com/nambok/mentedb/compare/mentedb-v0.24.6...mentedb-v0.25.0 - 2026-07-23

### Added

- *(injection)* precision gates so silence beats plausible noise ([#356]https://github.com/nambok/mentedb/pull/356)

## [0.24.6]https://github.com/nambok/mentedb/compare/mentedb-v0.24.5...mentedb-v0.24.6 - 2026-07-23

### Added

- *(migration)* add reembed_ids for lock-released batched re-embedding ([#354]https://github.com/nambok/mentedb/pull/354)

## [0.24.4]https://github.com/nambok/mentedb/compare/mentedb-v0.24.3...mentedb-v0.24.4 - 2026-07-22

### Fixed

- make value-update supersession order-independent ([#349]https://github.com/nambok/mentedb/pull/349)

## [0.24.3]https://github.com/nambok/mentedb/compare/mentedb-v0.24.1...mentedb-v0.24.3 - 2026-07-22

### Fixed

- make value-update supersession structure-primary, not cosine-gated ([#345]https://github.com/nambok/mentedb/pull/345)

### Other

- release v0.24.2 ([#346]https://github.com/nambok/mentedb/pull/346)

## [0.24.2]https://github.com/nambok/mentedb/compare/mentedb-v0.24.1...mentedb-v0.24.2 - 2026-07-22

### Fixed

- make value-update supersession structure-primary, not cosine-gated ([#345]https://github.com/nambok/mentedb/pull/345)

## [0.24.1]https://github.com/nambok/mentedb/compare/mentedb-v0.23.0...mentedb-v0.24.1 - 2026-07-22

### Added

- supersession_history API for previous-value questions ([#343]https://github.com/nambok/mentedb/pull/343)
- *(store)* paraphrase dedup for regular memories ([#342]https://github.com/nambok/mentedb/pull/342)

### Fixed

- *(inference)* value-update corrections supersede the outdated fact ([#341]https://github.com/nambok/mentedb/pull/341)

### Other

- release v0.24.0 ([#337]https://github.com/nambok/mentedb/pull/337)

## [0.24.0]https://github.com/nambok/mentedb/compare/mentedb-v0.23.0...mentedb-v0.24.0 - 2026-07-22

### Added

- *(store)* paraphrase dedup for regular memories ([#342]https://github.com/nambok/mentedb/pull/342)

### Fixed

- *(inference)* value-update corrections supersede the outdated fact ([#341]https://github.com/nambok/mentedb/pull/341)

## [0.23.0]https://github.com/nambok/mentedb/compare/mentedb-v0.22.1...mentedb-v0.23.0 - 2026-07-22

### Added

- *(recall)* contextual-retrieval hook via an optional context field ([#334]https://github.com/nambok/mentedb/pull/334)
- *(recall)* optional MMR diversity pass on hybrid recall ([#333]https://github.com/nambok/mentedb/pull/333)

## [0.22.1]https://github.com/nambok/mentedb/compare/mentedb-v0.21.1...mentedb-v0.22.1 - 2026-07-21

### Added

- *(recall)* wire the pluggable reranker onto the hybrid recall path ([#331]https://github.com/nambok/mentedb/pull/331)
- *(recall)* project scope weighting and configurable speculative cache ([#329]https://github.com/nambok/mentedb/pull/329)

### Other

- release v0.22.0 ([#326]https://github.com/nambok/mentedb/pull/326)

## [0.22.0]https://github.com/nambok/mentedb/compare/mentedb-v0.21.1...mentedb-v0.22.0 - 2026-07-21

### Added

- *(recall)* wire the pluggable reranker onto the hybrid recall path ([#331]https://github.com/nambok/mentedb/pull/331)
- *(recall)* project scope weighting and configurable speculative cache ([#329]https://github.com/nambok/mentedb/pull/329)

## [0.21.0]https://github.com/nambok/mentedb/compare/mentedb-v0.20.4...mentedb-v0.21.0 - 2026-07-21

### Added

- *(metrics)* expose store and search op latency in DbMetrics ([#323]https://github.com/nambok/mentedb/pull/323)

## [0.20.4]https://github.com/nambok/mentedb/compare/mentedb-v0.20.3...mentedb-v0.20.4 - 2026-07-20

### Added

- *(sharding)* add Coordinator::owns for lease-free ownership checks ([#315]https://github.com/nambok/mentedb/pull/315)

## [0.20.3]https://github.com/nambok/mentedb/compare/mentedb-v0.20.1...mentedb-v0.20.3 - 2026-07-19

### Added

- *(query)* implement MQL ORDER BY (ASC/DESC) ([#310]https://github.com/nambok/mentedb/pull/310)

### Other

- *(readme)* fix inaccuracies found in the docs audit ([#309]https://github.com/nambok/mentedb/pull/309)

## [0.20.1]https://github.com/nambok/mentedb/compare/mentedb-v0.19.0...mentedb-v0.20.1 - 2026-07-19

### Fixed

- scope standing-rule dedup to the same owner ([#303]https://github.com/nambok/mentedb/pull/303)
- *(engine)* dedup standing rules on write and cap the always-list ([#302]https://github.com/nambok/mentedb/pull/302)

### Other

- release v0.20.0 ([#301]https://github.com/nambok/mentedb/pull/301)

## [0.20.0]https://github.com/nambok/mentedb/compare/mentedb-v0.19.0...mentedb-v0.20.0 - 2026-07-19

### Fixed

- scope standing-rule dedup to the same owner ([#303]https://github.com/nambok/mentedb/pull/303)
- *(engine)* dedup standing rules on write and cap the always-list ([#302]https://github.com/nambok/mentedb/pull/302)

## [0.19.0]https://github.com/nambok/mentedb/compare/mentedb-v0.18.0...mentedb-v0.19.0 - 2026-07-19

### Added

- *(recall)* optional entity-boost leg in hybrid retrieval ([#300]https://github.com/nambok/mentedb/pull/300)

## [0.18.0]https://github.com/nambok/mentedb/compare/mentedb-v0.17.11...mentedb-v0.18.0 - 2026-07-19

### Added

- *(query)* MQL boolean WHERE with OR, NOT, and grouping ([#297]https://github.com/nambok/mentedb/pull/297)

## [0.17.10]https://github.com/nambok/mentedb/compare/mentedb-v0.17.9...mentedb-v0.17.10 - 2026-07-19

### Added

- one-command Prometheus + Grafana observability stack ([#291]https://github.com/nambok/mentedb/pull/291)

### Other

- update architecture diagram (hybrid retrieval + reranker, sharding fleet) ([#292]https://github.com/nambok/mentedb/pull/292)

## [0.17.9]https://github.com/nambok/mentedb/compare/mentedb-v0.17.8...mentedb-v0.17.9 - 2026-07-19

### Added

- *(server)* browse and manage memories from the bundled console ([#289]https://github.com/nambok/mentedb/pull/289)

## [0.17.7]https://github.com/nambok/mentedb/compare/mentedb-v0.17.5...mentedb-v0.17.7 - 2026-07-19

### Added

- structured export (fill a JSON schema from memories via a pluggable LLM) ([#284]https://github.com/nambok/mentedb/pull/284)
- pluggable reranker stage (opt-in second-pass recall reorder) ([#282]https://github.com/nambok/mentedb/pull/282)

### Other

- release v0.17.6 ([#283]https://github.com/nambok/mentedb/pull/283)

## [0.17.6]https://github.com/nambok/mentedb/compare/mentedb-v0.17.5...mentedb-v0.17.6 - 2026-07-19

### Added

- structured export (fill a JSON schema from memories via a pluggable LLM) ([#284]https://github.com/nambok/mentedb/pull/284)
- pluggable reranker stage (opt-in second-pass recall reorder) ([#282]https://github.com/nambok/mentedb/pull/282)

## [0.17.5]https://github.com/nambok/mentedb/compare/mentedb-v0.17.4...mentedb-v0.17.5 - 2026-07-19

### Added

- mentedb-server self-shards a fleet (gossip membership + placement + routing) ([#279]https://github.com/nambok/mentedb/pull/279)

## [0.17.4]https://github.com/nambok/mentedb/compare/mentedb-v0.17.2...mentedb-v0.17.4 - 2026-07-19

### Other

- README scaling now points at the engine mentedb::sharding primitives ([#277]https://github.com/nambok/mentedb/pull/277)
- release v0.17.3 ([#272]https://github.com/nambok/mentedb/pull/272)
- relocate elastic sharding to the published mentedb facade ([#276]https://github.com/nambok/mentedb/pull/276)
- frame README sharding as DIY-today with elastic auto-scaling as the direction ([#274]https://github.com/nambok/mentedb/pull/274)
- reframe README Scaling as self-host guidance with a sharding example ([#273]https://github.com/nambok/mentedb/pull/273)
- add Scaling section to README ([#271]https://github.com/nambok/mentedb/pull/271)

## [0.17.3]https://github.com/nambok/mentedb/compare/mentedb-v0.17.2...mentedb-v0.17.3 - 2026-07-19

### Other

- relocate elastic sharding to the published mentedb facade ([#276]https://github.com/nambok/mentedb/pull/276)
- frame README sharding as DIY-today with elastic auto-scaling as the direction ([#274]https://github.com/nambok/mentedb/pull/274)
- reframe README Scaling as self-host guidance with a sharding example ([#273]https://github.com/nambok/mentedb/pull/273)
- add Scaling section to README ([#271]https://github.com/nambok/mentedb/pull/271)

## [0.17.2]https://github.com/nambok/mentedb/compare/mentedb-v0.17.1...mentedb-v0.17.2 - 2026-07-17

### Other

- document MQL AS OF and decay reinforcement/never-delete behavior ([#270]https://github.com/nambok/mentedb/pull/270)

## [0.17.1]https://github.com/nambok/mentedb/compare/mentedb-v0.17.0...mentedb-v0.17.1 - 2026-07-17

### Fixed

- truncate text on char boundaries to avoid UTF-8 panics ([#268]https://github.com/nambok/mentedb/pull/268)

## [0.17.0]https://github.com/nambok/mentedb/compare/mentedb-v0.16.1...mentedb-v0.17.0 - 2026-07-17

### Added

- MQL AS OF <t> for bitemporal point-in-time recall ([#264]https://github.com/nambok/mentedb/pull/264)

## [0.16.1]https://github.com/nambok/mentedb/compare/mentedb-v0.15.1...mentedb-v0.16.1 - 2026-07-17

### Added

- reembed_all for embedding-dimension migration ([#262]https://github.com/nambok/mentedb/pull/262)

### Fixed

- decay demotes but never deletes curated memories ([#260]https://github.com/nambok/mentedb/pull/260)

### Other

- release v0.16.0 ([#261]https://github.com/nambok/mentedb/pull/261)

## [0.16.0]https://github.com/nambok/mentedb/compare/mentedb-v0.15.1...mentedb-v0.16.0 - 2026-07-17

### Fixed

- decay demotes but never deletes curated memories ([#260]https://github.com/nambok/mentedb/pull/260)

## [0.15.1]https://github.com/nambok/mentedb/compare/mentedb-v0.14.7...mentedb-v0.15.1 - 2026-07-17

### Added

- associative recall via graph expansion (gated, default off) ([#258]https://github.com/nambok/mentedb/pull/258)

### Other

- release v0.14.8 ([#256]https://github.com/nambok/mentedb/pull/256)
- end-to-end retention probe for the memory lifecycle ([#257]https://github.com/nambok/mentedb/pull/257)

## [0.15.0]https://github.com/nambok/mentedb/compare/mentedb-v0.14.7...mentedb-v0.15.0 - 2026-07-17

### Added

- associative recall via graph expansion (gated, default off) ([#258]https://github.com/nambok/mentedb/pull/258)

### Other

- end-to-end retention probe for the memory lifecycle ([#257]https://github.com/nambok/mentedb/pull/257)

## [0.14.7]https://github.com/nambok/mentedb/compare/mentedb-v0.14.5...mentedb-v0.14.7 - 2026-07-17

### Added

- add reset_decay_state to repair salience corrupted by compounding decay ([#252]https://github.com/nambok/mentedb/pull/252)

### Other

- release v0.14.6 ([#251]https://github.com/nambok/mentedb/pull/251)

## [0.14.6]https://github.com/nambok/mentedb/compare/mentedb-v0.14.5...mentedb-v0.14.6 - 2026-07-17

### Added

- add reset_decay_state to repair salience corrupted by compounding decay ([#252]https://github.com/nambok/mentedb/pull/252)

## [0.14.5]https://github.com/nambok/mentedb/compare/mentedb-v0.14.4...mentedb-v0.14.5 - 2026-07-17

### Fixed

- derive salience decay on read instead of persisting it ([#249]https://github.com/nambok/mentedb/pull/249)

## [0.14.4]https://github.com/nambok/mentedb/compare/mentedb-v0.14.2...mentedb-v0.14.4 - 2026-07-16

### Added

- engine-native standing-rules cleanup (prune_standing_rules) ([#243]https://github.com/nambok/mentedb/pull/243)

### Other

- release v0.14.3 ([#241]https://github.com/nambok/mentedb/pull/241)

## [0.14.3]https://github.com/nambok/mentedb/compare/mentedb-v0.14.2...mentedb-v0.14.3 - 2026-07-16

### Added

- engine-native standing-rules cleanup (prune_standing_rules) ([#243]https://github.com/nambok/mentedb/pull/243)

## [0.14.2]https://github.com/nambok/mentedb/compare/mentedb-v0.14.0...mentedb-v0.14.2 - 2026-07-15

### Added

- owner-scoped user profile accessors (user_profile_for, profile_owners) ([#237]https://github.com/nambok/mentedb/pull/237)

### Other

- release v0.14.1 ([#238]https://github.com/nambok/mentedb/pull/238)

## [0.14.1]https://github.com/nambok/mentedb/compare/mentedb-v0.14.0...mentedb-v0.14.1 - 2026-07-15

### Added

- owner-scoped user profile accessors (user_profile_for, profile_owners) ([#237]https://github.com/nambok/mentedb/pull/237)

## [0.14.0]https://github.com/nambok/mentedb/compare/mentedb-v0.13.1...mentedb-v0.14.0 - 2026-07-15

### Added

- add AWS Bedrock as a self-host LLM provider (feature-gated, SigV4) ([#234]https://github.com/nambok/mentedb/pull/234)

### Other

- release v0.14.0 ([#233]https://github.com/nambok/mentedb/pull/233)

## [0.13.1]https://github.com/nambok/mentedb/compare/mentedb-v0.12.6...mentedb-v0.13.1 - 2026-07-15

### Fixed

- scope enrichment, profile, entity-linking and community detection by agent (full memory isolation) ([#229]https://github.com/nambok/mentedb/pull/229)

### Other

- release v0.13.0 ([#230]https://github.com/nambok/mentedb/pull/230)

## [0.13.0]https://github.com/nambok/mentedb/compare/mentedb-v0.12.6...mentedb-v0.13.0 - 2026-07-15

### Fixed

- scope enrichment, profile, entity-linking and community detection by agent (full memory isolation) ([#229]https://github.com/nambok/mentedb/pull/229)

## [0.12.6]https://github.com/nambok/mentedb/compare/mentedb-v0.12.4...mentedb-v0.12.6 - 2026-07-15

### Fixed

- prevent cross-user memory merge in consolidation (scope clustering by agent) ([#227]https://github.com/nambok/mentedb/pull/227)

### Other

- release v0.12.5 ([#226]https://github.com/nambok/mentedb/pull/226)

## [0.12.5]https://github.com/nambok/mentedb/compare/mentedb-v0.12.4...mentedb-v0.12.5 - 2026-07-15

### Fixed

- prevent cross-user memory merge in consolidation (scope clustering by agent) ([#227]https://github.com/nambok/mentedb/pull/227)

## [0.12.4]https://github.com/nambok/mentedb/compare/mentedb-v0.12.3...mentedb-v0.12.4 - 2026-07-15

### Fixed

- prevent cross-user memory leak in process_turn proactive recall and write inference ([#224]https://github.com/nambok/mentedb/pull/224)

## [0.12.3]https://github.com/nambok/mentedb/compare/mentedb-v0.12.2...mentedb-v0.12.3 - 2026-07-15

### Other

- update architecture diagram (embedding providers incl. Bedrock, consolidation, injection/attention, trajectory + speculative) ([#220]https://github.com/nambok/mentedb/pull/220)
- add AWS Bedrock embeddings to the feature list ([#216]https://github.com/nambok/mentedb/pull/216)

## [0.12.1]https://github.com/nambok/mentedb/compare/mentedb-v0.11.14...mentedb-v0.12.1 - 2026-07-13

### Fixed

- *(cognitive)* dedup exact copies with a Derived edge not Supersedes; tighten phantom extraction to reject fragments and data values ([#206]https://github.com/nambok/mentedb/pull/206)

### Other

- release v0.12.0 ([#207]https://github.com/nambok/mentedb/pull/207)

## [0.12.0]https://github.com/nambok/mentedb/compare/mentedb-v0.11.14...mentedb-v0.12.0 - 2026-07-13

### Fixed

- *(cognitive)* dedup exact copies with a Derived edge not Supersedes; tighten phantom extraction to reject fragments and data values ([#206]https://github.com/nambok/mentedb/pull/206)

## [0.11.14]https://github.com/nambok/mentedb/compare/mentedb-v0.11.13...mentedb-v0.11.14 - 2026-07-13

### Added

- *(cognitive)* LLM-judged contradiction/supersession detection, replacing the ~0%-precision cosine heuristic ([#203]https://github.com/nambok/mentedb/pull/203)

## [0.11.13]https://github.com/nambok/mentedb/compare/mentedb-v0.11.12...mentedb-v0.11.13 - 2026-07-12

### Added

- canonicalize trajectory topics off the hot path so the speculative cache stops keying on raw message text ([#201]https://github.com/nambok/mentedb/pull/201)

### Other

- use the clean /v1/process_turn cloud endpoint in all examples ([#200]https://github.com/nambok/mentedb/pull/200)
- fix MenteDBChatHistory example, session_id is a required argument ([#196]https://github.com/nambok/mentedb/pull/196)

## [0.11.12]https://github.com/nambok/mentedb/compare/mentedb-v0.11.11...mentedb-v0.11.12 - 2026-07-11

### Added

- *(sdk)* expose processTurn/ingest in Node SDK; rewrite onboarding docs around building an agent ([#195]https://github.com/nambok/mentedb/pull/195)

## [0.11.11]https://github.com/nambok/mentedb/compare/mentedb-v0.11.10...mentedb-v0.11.11 - 2026-07-11

### Added

- server maintenance runner + speculative cache entries accessor ([#190]https://github.com/nambok/mentedb/pull/190)

## [0.11.9]https://github.com/nambok/mentedb/compare/mentedb-v0.11.8...mentedb-v0.11.9 - 2026-07-11

### Other

- maintain EntityResolver canonical set + disambiguate rule matches (closes #45, #46) ([#182]https://github.com/nambok/mentedb/pull/182)

## [0.11.8]https://github.com/nambok/mentedb/compare/mentedb-v0.11.7...mentedb-v0.11.8 - 2026-07-11

### Other

- live deps.rs dependency-status badge; group Dependabot updates into 1-2 PRs ([#169]https://github.com/nambok/mentedb/pull/169)
- add Dependabot badge to README ([#149]https://github.com/nambok/mentedb/pull/149)

## [0.11.7]https://github.com/nambok/mentedb/compare/mentedb-v0.11.5...mentedb-v0.11.7 - 2026-07-11

### Added

- engine-native LLM memory consolidation (MenteDb::consolidate_memories) ([#128]https://github.com/nambok/mentedb/pull/128)

### Other

- release v0.11.6 ([#129]https://github.com/nambok/mentedb/pull/129)

## [0.11.6]https://github.com/nambok/mentedb/compare/mentedb-v0.11.5...mentedb-v0.11.6 - 2026-07-11

### Added

- engine-native LLM memory consolidation (MenteDb::consolidate_memories) ([#128]https://github.com/nambok/mentedb/pull/128)

## [0.11.5]https://github.com/nambok/mentedb/compare/mentedb-v0.11.4...mentedb-v0.11.5 - 2026-07-11

### Fixed

- remove redundant format arg borrows (clippy 1.97 useless_borrows_in_formatting) ([#125]https://github.com/nambok/mentedb/pull/125)

### Other

- correct LongMemEval to the real 92.0% (460/500), replace cherry-picked composite with the honest baseline run + committed judge labels ([#124]https://github.com/nambok/mentedb/pull/124)

## [0.11.4]https://github.com/nambok/mentedb/compare/mentedb-v0.11.3...mentedb-v0.11.4 - 2026-07-10

### Fixed

- decay actually affects recall ranking (recompute decayed salience in hybrid recall hot path) ([#121]https://github.com/nambok/mentedb/pull/121)

## [0.11.3]https://github.com/nambok/mentedb/compare/mentedb-v0.11.1...mentedb-v0.11.3 - 2026-07-06

### Added

- close_quick for fast lock release on shutdown ([#119]https://github.com/nambok/mentedb/pull/119)

### Other

- release v0.11.2 ([#118]https://github.com/nambok/mentedb/pull/118)

## [0.11.2]https://github.com/nambok/mentedb/compare/mentedb-v0.11.1...mentedb-v0.11.2 - 2026-07-06

### Added

- close_quick for fast lock release on shutdown ([#119]https://github.com/nambok/mentedb/pull/119)

## [0.11.1]https://github.com/nambok/mentedb/compare/mentedb-v0.11.0...mentedb-v0.11.1 - 2026-07-06

### Fixed

- ghost memories never inject as knowledge ([#116]https://github.com/nambok/mentedb/pull/116)

## [0.11.0]https://github.com/nambok/mentedb/compare/mentedb-v0.10.8...mentedb-v0.11.0 - 2026-07-06

### Other

- amortize snapshot writes across flushes, reconcile stale snapshots at open ([#113]https://github.com/nambok/mentedb/pull/113)

## [0.10.8]https://github.com/nambok/mentedb/compare/mentedb-v0.10.6...mentedb-v0.10.8 - 2026-07-06

### Fixed

- integration tests carry the new InjectionQuery agent_id field ([#110]https://github.com/nambok/mentedb/pull/110)

### Other

- release v0.10.6 ([#109]https://github.com/nambok/mentedb/pull/109)

## [0.10.7]https://github.com/nambok/mentedb/compare/mentedb-v0.10.6...mentedb-v0.10.7 - 2026-07-06

### Fixed

- integration tests carry the new InjectionQuery agent_id field ([#110]https://github.com/nambok/mentedb/pull/110)

## [0.10.5]https://github.com/nambok/mentedb/compare/mentedb-v0.10.4...mentedb-v0.10.5 - 2026-07-06

### Fixed

- installable on debian and arm linux, publish mentedb-server ([#102]https://github.com/nambok/mentedb/pull/102)

## [0.10.3]https://github.com/nambok/mentedb/compare/mentedb-v0.10.2...mentedb-v0.10.3 - 2026-07-05

### Fixed

- enforce single process ownership with an exclusive lock held from open to close ([#97]https://github.com/nambok/mentedb/pull/97)

## [0.10.2]https://github.com/nambok/mentedb/compare/mentedb-v0.10.1...mentedb-v0.10.2 - 2026-07-04

### Fixed

- correction detection scans only the user message and tags the episodic turn instead of storing a verbatim semantic node ([#96]https://github.com/nambok/mentedb/pull/96)

## [0.10.1]https://github.com/nambok/mentedb/compare/mentedb-v0.10.0...mentedb-v0.10.1 - 2026-07-03

### Other

- lead with Claude Code hooks and connector integration paths, bump benchmark version to 0.10.0 ([#92]https://github.com/nambok/mentedb/pull/92)

## [0.10.0]https://github.com/nambok/mentedb/compare/mentedb-v0.9.2...mentedb-v0.10.0 - 2026-07-03

### Fixed

- dedup write-inference edges, make similarity bands exclusive, run inference in store_batch
- wire embedding provider into server and stop silent zero-vector fallback in process_turn
- crash-durable graph edges via edge log and rebuild graph nodes from storage on open
- make forget durable via WAL-logged page free and update memories in place

### Other

- remove unimplemented vscode setup target from README
- align README and architecture docs with actual engine behavior

## [0.9.2]https://github.com/nambok/mentedb/compare/mentedb-v0.9.1...mentedb-v0.9.2 - 2026-05-13

### Added

- benchmark improvements + engine fixes

### Fixed

- resolve clippy and fmt warnings in engine/SDK

### Other

- update LongMemEval benchmark results to 95.2% (476/500)

## [0.9.0]https://github.com/nambok/mentedb/compare/mentedb-v0.8.2...mentedb-v0.9.0 - 2026-04-27

### Fixed

- WAL durability, page checksums, graph cleanup, salience O(1)

## [0.8.2]https://github.com/nambok/mentedb/compare/mentedb-v0.8.1...mentedb-v0.8.2 - 2026-04-26

### Added

- add enrichment orchestrator module to engine

### Other

- Merge pull request #76 from nambok/feat/enrichment-phase3-4
- fix cargo fmt in enrichment.rs
- add sleeptime enrichment to READMEs

## [0.8.1]https://github.com/nambok/mentedb/compare/mentedb-v0.8.0...mentedb-v0.8.1 - 2026-04-26

### Added

- add community detection and user model generation (Phase 3 & 4)

### Fixed

- address code review findings for Phase 3 & 4

## [0.8.0]https://github.com/nambok/mentedb/compare/mentedb-v0.7.2...mentedb-v0.8.0 - 2026-04-26

### Fixed

- entity resolver hyphen matching, context truncation overflow, doc comments
- drop page_map read lock before loading memories to prevent potential deadlock
- fix duplicate entity link edges on repeated runs, add idempotency test

### Other

- fmt
- LLM-powered entity linking: replace threshold heuristics with EntityResolver + LLM pipeline
- add entity linking: name+embedding disambiguation, entity tags, SDK methods, tests
- add sleeptime enrichment foundation: config, API, always-scope, trigger
- fix READMEs — process_turn as primary API, remove deprecated ingest, fix class names
- rewrite quick start around process_turn
- remove unused MIN_WORD_LEN constant

## [0.7.2]https://github.com/nambok/mentedb/compare/mentedb-v0.7.1...mentedb-v0.7.2 - 2026-04-26

### Other

- add installation section, update Docker and SDK examples

## [0.7.1]https://github.com/nambok/mentedb/compare/mentedb-v0.7.0...mentedb-v0.7.1 - 2026-04-26

### Added

- unified process_turn() engine API ([#67]https://github.com/nambok/mentedb/pull/67)

### Fixed

- sync SDK versions to 0.7.0 and add process_turn ([#69]https://github.com/nambok/mentedb/pull/69)

## [0.6.2]https://github.com/nambok/mentedb/compare/mentedb-v0.6.1...mentedb-v0.6.2 - 2026-04-26

### Added

- wire all 9 remaining cognitive subsystems into MenteDb ([#66]https://github.com/nambok/mentedb/pull/66)
- wire cognitive engine subsystems into MenteDb ([#65]https://github.com/nambok/mentedb/pull/65)
- token efficiency benchmark ([#63]https://github.com/nambok/mentedb/pull/63)

## [0.6.1]https://github.com/nambok/mentedb/compare/mentedb-v0.6.0...mentedb-v0.6.1 - 2026-04-23

### Added

- export VERSION const from mentedb crate

## [0.6.0]https://github.com/nambok/mentedb/compare/mentedb-v0.5.2...mentedb-v0.6.0 - 2026-04-20

### Added

- bincode index persistence, async LLM extraction, SDK concurrency

### Fixed

- remove global RwLock — each component uses interior mutability

### Other

- update README test count, ARCHITECTURE server section, lib.rs module list
- eliminate global write lock for read operations

## [0.5.1]https://github.com/nambok/mentedb/compare/mentedb-v0.5.0...mentedb-v0.5.1 - 2026-04-19

### Fixed

- resolve all clippy warnings across workspace
- use rustls-tls instead of native-tls in extraction crate

### Other

- update MCP install to npx as primary method

## [0.5.0]https://github.com/nambok/mentedb/compare/mentedb-v0.4.2...mentedb-v0.5.0 - 2026-04-13

### Added

- add LongMemEval benchmark harness ([#48]https://github.com/nambok/mentedb/pull/48)

## [0.4.2]https://github.com/nambok/mentedb/compare/mentedb-v0.4.1...mentedb-v0.4.2 - 2026-04-07

### Other

- Add entity resolution with three tier strategy ([#43]https://github.com/nambok/mentedb/pull/43)

## [0.4.1]https://github.com/nambok/mentedb/compare/mentedb-v0.3.2...mentedb-v0.4.1 - 2026-04-07

### Other

- Wire LLM topic canonicalization into TransitionMap ([#42]https://github.com/nambok/mentedb/pull/42)
- release v0.4.0 ([#41]https://github.com/nambok/mentedb/pull/41)
- Add bi-temporal validity to memories and edges ([#35]https://github.com/nambok/mentedb/pull/35)

## [0.4.0]https://github.com/nambok/mentedb/compare/mentedb-v0.3.2...mentedb-v0.4.0 - 2026-04-07

### Other

- Add bi-temporal validity to memories and edges ([#35]https://github.com/nambok/mentedb/pull/35)

## [0.3.2]https://github.com/nambok/mentedb/compare/mentedb-v0.3.1...mentedb-v0.3.2 - 2026-04-07

### Other

- release v0.3.2 ([#39]https://github.com/nambok/mentedb/pull/39)
- Add LLM accuracy benchmark results to README ([#38]https://github.com/nambok/mentedb/pull/38)