What's Changed

• dev/reme4 by @jinliyl in #236
• docs(cli): add comprehensive CLI commands documentation by @jinliyl in #237
• feat: add Neo4j file graph support and markdown parser with wikilink extraction by @ployts in #240
• refactor(steps): Add job management methods and support registering t... by @jinliyl in #242
• fix(reme_light): dedupe default watch paths on case-insensitive filesystems by @Joshuaakaspace in #234
• Dev/connect as tool by @jinliyl in #243
• feat: implementation of the read step for reme (markdown) by @imrewce in #245
• fix(core): correct tool results directory naming by @jinliyl in #246
• fix: recent unittest inconsistency by @imrewce in #248
• doc[reme4] by @jinliyl in #244
• feat: replace title with name field in file front matter and update docs by @ployts in #250
• create/ append/ edit steps by @imrewce in #249
• refactor(reme4): replace file_watcher component with background steps pipeline by @jinliyl in #251
• feat(store): seekdb file and vector stores via pyseekdb (embedded + remote) by @dengfuping in #207
• docs(reme4): update report with detailed architecture sections by @jinliyl in #252
• feat(file_store): add FAISS-backed local file store implementation by @jinliyl in #253
• feat: rename working_dir to vault_dir and update documentation by @ployts in #254
• refactor(steps): reorganize step modules and remove demo steps by @ployts in #255
• refactor(config): streamline job descriptions and parameter docs by @ployts in #257
• refactor(reme4): restructure steps packages by @jinliyl in #258
• feat(jobs): add digester step for knowledge distillation from daily notes by @ployts in #261
• port orthogonal steps by @imrewce in #262
• refactor(steps): update auto-memory by @jinliyl in #263
• refactor(evolve): replace ReActAgent with FlexReActAgent to allow structured output by @jinliyl in #265
• refactor(daily): replace slug with session_id for daily note identification by @jinliyl in #266
• refactor(evolve): consolidate auto memory planner and writer into single step by @jinliyl in #267
• refactor(components) components and file I/O, fix method calls and validation by @jinliyl in #268
• feat(base_step): set default language from app context when not provided by @jinliyl in #269
• feat(dream): replace digester with abstraction-layer dreamer pipeline by @ployts in #264
• feat(application): add thread pool support and background job threading capabilities by @jinliyl in #270
• Refactor(Agentscope2.0) llm & embedding & agent by @jinliyl in #271
• refactor(vector_store): make obvec and zvec vector stores optional dependencies by @jinliyl in #273

New Contributors

• @Joshuaakaspace made their first contribution in #234
• @imrewce made their first contribution in #245
• @dengfuping made their first contribution in #207

Full Changelog: v0.3.1.9...v0.3.1.10

Contributors

• @jinliyl
• @dengfuping
• @ployts
• @Joshuaakaspace
• @imrewce

What's Changed

• 更新longmemeval和halumem的quick start by @nitwtog in #194
• feat(vector_store): add OceanBase/seekdb vector store implementation by @PsiACE in #201
• 添加log_to_file的开关 by @nitwtog in #205
• 提供支持向量数据库的profile功能 by @nitwtog in #221

New Contributors

• @PsiACE made their first contribution in #201

Full Changelog: v0.3.1.8...v0.3.1.9

What's Changed

• 更新longmemeval和halumem的quick start by @nitwtog in #194
• feat(vector_store): add OceanBase/seekdb vector store implementation by @PsiACE in #201
• 添加log_to_file的开关 by @nitwtog in #205
• 提供支持向量数据库的profile功能 by @nitwtog in #221
• fix(user profile): update locomo benchmark and update vector based profile code by @nitwtog in #225
• feat(store): add zvec impl for file and vector store by @chinaux in #218
• feat(vector_store): add Hologres vector store implementation by @yangtiancheng-ali in #226
• fix(file_watcher): reset stop event on restart by @aqilaziz in #233

New Contributors

• @PsiACE made their first contribution in #201
• @chinaux made their first contribution in #218
• @yangtiancheng-ali made their first contribution in #226
• @aqilaziz made their first contribution in #233

Full Changelog: v0.3.1.8...v0.3.1.9

Contributors

• @chinaux
• @PsiACE
• @aqilaziz
• @nitwtog
• @yangtiancheng-ali

What's Changed

• fix(core): handle chromadb import error gracefully by @jinliyl in #192
• refactor(file_store): move sqlite3 imports inside initialization methods by @jinliyl in #193

Full Changelog: v0.3.1.7...v0.3.1.8

Contributors

• @jinliyl

What's Changed

• docs(memory): update ReMeLight memory system documentation by @jinliyl in #186
• docs(context): add comprehensive context management design documentation by @jinliyl in #187
• feat(compactor): add extra instruction support and improve error handing by @jinliyl in #190

Full Changelog: v0.3.1.6...v0.3.1.7

Contributors

• @jinliyl

What's Changed

• refactor(truncation): improve file truncation logic by @jinliyl in #184

Full Changelog: v0.3.1.5...v0.3.1.6

Contributors

• @jinliyl

What's Changed

• fix: surface summarize/retrieve failures instead of masking them by @fancyboi999 in #160
• feat(memory): improve skills tool result truncation by @jinliyl in #182

New Contributors

• @fancyboi999 made their first contribution in #160

Full Changelog: v0.3.1.4...v0.3.1.5

Contributors

• @jinliyl
• @fancyboi999

What's Changed

• refactor(file_io): update file I/O operations and truncation logic by @jinliyl in #177
• refactor(core): replace text truncation utilities with new marker system by @jinliyl in #179
• docs(README): add Trendshift repository badge by @ployts in #180
• feat(reme): add configurable file watcher support by @jinliyl in #181

Full Changelog: v0.3.1.3...v0.3.1.4

Contributors

• @jinliyl
• @ployts

What's Changed

• style(memory): update message formatting and improve logging by @jinliyl in #175
• chore(deps): update version and move litellm to dev dependencies by @jinliyl in #176

Full Changelog: v0.3.1.2...v0.3.1.3

Contributors

• @jinliyl

What's Changed

• fix: support BGE-M3 embedding (dense_embedding fallback) by @FUYOH666 in #169
• 更新实验结果在README中位置 by @nitwtog in #171
• fix(file-store): handle embedding API errors gracefully with fallback... by @jinliyl in #173
• style(memory): update message formatting and improve logging by @jinliyl in #175

New Contributors

• @FUYOH666 made their first contribution in #169

Full Changelog: v0.3.1.1...v0.3.1.2-2

Contributors

• @jinliyl
• @nitwtog
• @FUYOH666

What's Changed

• refactor(memory): update conversation continuity context handling by @jinliyl in #170

Full Changelog: v0.3.1.0...v0.3.1.1

Contributors

• @jinliyl