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mem0ai/mem0

// all events — 2026-06-22

Type AI Score Description Actor Reason Date
commit 1.00 fix(embeddings): forward embedding_dims to Titan V2 in AWS B Commit message contains explicit AI assi 2026-06-22
commit 1.00 docs: rebrand Keywords AI integration to Respan (#5098) Commit message contains explicit AI assi 2026-06-20
commit 1.00 fix(llms,embeddings): repair HTTP proxy support (httpx>=0.28 Commit message contains explicit AI assi 2026-06-19
commit 1.00 fix(vector_stores): return None from Redis.get() for missing Commit message contains explicit AI assi 2026-06-19
commit 1.00 fix(memory): guard entity embed_batch count mismatch in v3 a Commit message contains explicit AI assi 2026-06-18
commit 1.00 fix(deps): patch js-yaml, ai, python-dotenv vulnerabilities Commit message contains explicit AI assi 2026-06-18
commit 1.00 fix(form-data): upgrade to >=4.0.6 across pnpm workspaces (C Commit message contains explicit AI assi 2026-06-18
commit 1.00 refactor(opencode): use existing mem0 SDK instead of delegat Commit message contains explicit AI assi 2026-06-17
commit 1.00 fix: FAISS filtered search drops over-fetched candidates bef Commit message contains explicit AI assi 2026-06-17
commit 1.00 fix(embeddings): honor aws_session_token in AWS Bedrock embe Commit message contains explicit AI assi 2026-06-17
commit 1.00 feat(embeddings): add native embed_batch to OllamaEmbedding Commit message contains explicit AI assi 2026-06-17
commit 1.00 feat: support Gemini via Vertex AI as LLM provider (#4030) Commit message contains explicit AI assi 2026-06-16
commit 1.00 fix(redis): do not crash on empty or None filters in search Commit message contains explicit AI assi 2026-06-16
commit 1.00 fix(anthropic): tool_choice format and tool response parsing Commit message contains explicit AI assi 2026-06-15
commit 1.00 fix(deps): bump esbuild >=0.28.1 across all npm packages (#5 Commit message contains explicit AI assi 2026-06-15
commit 1.00 fix(pyproject): rename vector_stores extra to vector-stores Commit message contains explicit AI assi 2026-06-15
commit 1.00 fix(llms): honor reasoning-model params in OpenAIStructuredL Commit message contains explicit AI assi 2026-06-15
commit 1.00 Fix OpenClaw Mem0 custom categories payload (#5345) Commit message contains explicit AI assi 2026-06-12
commit 1.00 feat(skills): add mem0-oss-to-platform migration skill (#545 Commit message contains explicit AI assi 2026-06-12
commit 1.00 fix(cli): resolve Windows environment compatibility issues i Commit message contains explicit AI assi 2026-06-12
commit 1.00 fix: use valid S3 entity index names (#5416) Commit message contains explicit AI assi 2026-06-12
commit 1.00 fix(deps): resolve all open MEDIUM Dependabot alerts (npm ov Commit message contains explicit AI assi 2026-06-12
commit 1.00 refactor: consolidate agent/editor plugins under integration Commit message contains explicit AI assi 2026-06-12
commit 1.00 fix(dashboard): pin pnpm to 10.34.2 so docker build works on Commit message contains explicit AI assi 2026-06-11
commit 1.00 fix(langchain): search() crashes with TypeError when score i Commit message contains explicit AI assi 2026-06-11
commit 1.00 fix(demo): guard against undefined data in useMemories hook Commit message contains explicit AI assi 2026-06-11
commit 1.00 fix(vector-stores): index Valkey 'memory' field as TEXT not Commit message contains explicit AI assi 2026-06-11
pr 0.20 Feature integrate alibabacloud mysql vector Slightly generic intro but mostly techni 2025-09-18
pr 0.20 fix: truncate embedding input to prevent token overflow in l Slightly more explanatory, but direct/fo 2026-06-20
pr 0.20 fix(server): resolve Qdrant list tuple error and prevent con Technical, natural tone; no ChatGPT/phra 2026-06-13
pr 0.20 fix: make memory categorization non-blocking in SQLAlchemy e Contains technical specifics, references 2026-06-20
pr 0.10 fix(valkey): add trailing colon to FT.CREATE prefix to preve Uses domain-specific terms, concise chan 2026-06-19
pr 0.10 fix(milvus,baidu): sanitize filter values to prevent express Technical, terse, and clear vulnerabilit 2026-06-22
pr 0.10 feat(vector_stores): add LogosDB as a local zero-infrastruct Direct, uses niche domain details, not o 2026-05-02
pr 0.10 Add quantal vector store provider Concise, domain-specific details, no AI 2026-06-09
pr 0.10 Add GaussDB vector store provider Short, technical list format, contains s 2026-05-27
pr 0.10 feat: add OrcaRouter as LLM provider for Python and TypeScri Direct, domain details, and includes sou 2026-05-21
pr 0.10 feat(elasticsearch): Add API key authentication for self-hos Technical content, direct and concise, n 2026-01-20
pr 0.10 feat(memory): support pinned search results Free-text is domain-specific, uses conci 2026-05-10
pr 0.10 fix(mongodb): reject dict filter values to prevent NoSQL ope Direct, technical writing with specific 2026-06-22
pr 0.10 feat(plugin): holistic import of on-disk Claude state into m Contains specific filenames, jargon, and 2026-05-20
pr 0.10 feat(server): add /health endpoint for container orchestrati Technical and direct; mentions Docker/K8 2026-03-23
pr 0.10 feat(memory): add recall validation utility Concise summary, domain-specific utility 2026-06-16
pr 0.10 fix: use native AsyncOpenAI in AsyncMemory instead of asynci Technical summary and bullet points, no 2026-04-05
pr 0.10 feat: add Bedrock API key (bearer token) authentication supp Direct, specific implementation details; 2026-05-12
pr 0.10 feat(memory): allow precomputed query_vector in search() Technical summary, abbreviations, no gen 2026-04-30
pr 0.10 fix(pinecone): map all comparison operators in _create_filte Lists operator logic in technical terms, 2026-06-20
pr 0.10 fix(memory): link entities for procedural memory in sync and Direct, specific bug fix rationale and r 2026-06-18
pr 0.10 fix(embeddings): forward embedding_dims to Titan V2 in AWS B Uses technical terms and direct tone; no 2026-06-19
pr 0.10 fix(server): return 404/400 instead of 502 for not-found and Technical explanation and code specifics 2026-06-18
pr 0.10 fix(memory): initialize entity store before delete/update cl Concise, uses domain language; lacks AI- 2026-06-16
pr 0.10 fix(vector_stores): deep-copy Redis DEFAULT_FIELDS so instan Technical, precise, and free of AI-typic 2026-06-18
pr 0.10 fix(ts-oss): skip system messages by role in infer:false add Terse changeset description; domain-spec 2026-06-20
pr 0.10 fix(pinecone): translate all metadata filter operators, not Describes specific code logic, not typic 2026-06-22
pr 0.10 fix(notices): derive scale counts for Redis and search backe Brief, technical summary and context; hu 2026-06-20
pr 0.10 fix(claude-plugin): rerank auto-injected memory context by d Bullet points and technical content; lac 2026-06-20
pr 0.10 fix(ts-oss): return attributedTo from get/search/getAll Cites file paths and specific changes, d 2026-06-19
pr 0.10 fix(vector_stores): align col_info implementations with Vect Specific, minimal explanation with code 2026-06-17
pr 0.10 docs: added typescript support to deepseek provider Slightly more formal, but terse and with 2026-06-21
pr 0.10 perf: batch BM25 sparse encoding in Qdrant insert Direct, human-written perf change, no AI 2026-06-16
pr 0.10 fix(reranker): log reranking failures instead of swallowing Concise, technical writing with domain d 2026-06-20
pr 0.10 fix(reranker): score HuggingFace reranker with sigmoid, not Brief, technical change description; use 2026-06-20
pr 0.10 feat(memory): add spaCy semantic entity types to entity stor Domain-specific phrasing, not overly for 2026-06-16
pr 0.10 fix: add auto_refresh option for OpenSearch Serverless compa Mentions error details, direct and techn 2026-01-10
pr 0.10 fix(llms): pass configured anthropic_base_url to the Anthrop Direct, technical, uses abbreviations; c 2026-06-18
pr 0.10 fix(memory): return attributed_to from get/get_all/search Technical, context-rich, not overly form 2026-06-18
pr 0.10 fix(llms): preserve reasoning fields in base-to-provider con Explains technical issue concisely; info 2026-06-18
pr 0.10 fix: apply remove_code_blocks() to LangChain path in async _ Terse, domain-specific, lacks AI hallmar 2026-06-20
pr 0.10 fix(redis): use .get() for hash/created_at in insert() to ha Technical summary, terse, domain-specifi 2026-06-20
pr 0.10 fix(milvus): guard text field in update() with _has_bm25_sch Concise domain-specific explanation, hum 2026-06-20
pr 0.10 fix(milvus): wrap scalar vector_id in list for delete() Technical, succinct, informal style, not 2026-06-20
pr 0.10 fix(chroma): wrap scalar vector_id in list for delete() Clear domain context, no unnatural forma 2026-06-20
pr 0.10 docs: rebrand Keywords AI integration to Respan Slightly more formal greeting, but speci 2026-05-10
pr 0.10 feat: add memory TTL with lazy expiry filtering and cleanup Concise technical description with abbre 2026-06-08
pr 0.10 fix(embeddings): honor embedding_dims in AzureOpenAIEmbeddin Direct, technical bug fix explanation; d 2026-06-20
pr 0.10 Add unit tests for parse_messages formatting Brief, technical checklist; human-style 2026-06-16
pr 0.10 fix: avoid full entity scan on memory delete/update Short, direct summary of the optimizatio 2026-06-20
pr 0.05 fix(valkey): escape special chars in FT.SEARCH tag filter va Brief, domain-specific, jargon, no AI ha 2026-06-22
pr 0.05 perf(opensearch): batch insert into one bulk request + a sin Terse, technical, clear domain context, 2026-06-22
pr 0.05 fix(core): union hybrid search candidates and fix threshold Uses technical keywords, bullet style, n 2026-06-22
pr 0.05 fix(embeddings): honor memory_action for AWS Bedrock Cohere Technical explanation, concise, no gener 2026-06-15
pr 0.05 fix(ts-sdk): preserve customCategories names through key con Jargon, terse, focused on specifics, not 2026-06-22
pr 0.05 fix(ts-oss): honor configured baseURL in AnthropicLLM Domain-specific terms, brief summary, no 2026-06-22
pr 0.05 fix(memory): guard against malformed image_url in parse_visi Highly technical, focused fix descriptio 2026-06-18
pr 0.05 fix(chroma): return None instead of {} from _generate_where_ Directly technical, concise summary, lac 2026-06-20
pr 0.05 fix(pinecone): return [[]] from list() error path instead of Short, technical, error-path-focused, no 2026-06-20
pr 0.05 fix(faiss): return [[]] for uninitialized index to honor lis Concise summary, domain terms, no AI hal 2026-06-21
pr 0.05 fix: mongodb vector store list() returns nested format Bug explanation uses technical language, 2026-06-20
pr 0.05 fix: reset() only drops history table, leaving stale message Direct, uses informal technical phrasing 2026-06-13
pr 0.05 fix(llms): keep configured token limit for reasoning models Technical, precise, appropriate for PR; 2026-06-18
pr 0.05 fix(memory): keep newest messages when evicting a batched sa Clear, technical, uses domain-specific e 2026-06-18
pr 0.05 fix(reranker): use sigmoid instead of min-max for HuggingFac Direct and technical; no excessive forma 2026-06-21
pr 0.05 fix(ts-sdk): lazy-load SQLite native bindings Technical explanation with specific cont 2026-06-21
pr 0.05 fix(memory): configure spaCy model for retrieval Technical, mentions specific models; no 2026-06-21
pr 0.05 perf: overlap DB I/O with embedding in async add pipeline Use of shorthand and async detail signal 2026-06-19
pr 0.05 fix(core): port delete_all hardening from async to sync Memo Contains detailed port description and t 2026-06-20
pr 0.05 fix(memory): include metadata keys in add() scope filters Brief, domain-specific fix description a 2026-06-20
pr 0.05 docs(cookbook): add memory poisoning protection guide with O Direct, technical guide addition with do 2026-06-09
pr 0.05 feat: add cookbook for Mem0 with Google Gemini Technical, cookbook-focused, uses incomp 2026-04-04
pr 0.05 feat(cookbooks): AWS developer knowledge graph with mem0, Qd Technical summary with clear human-like 2026-05-09
pr 0.05 feat(memory): add search hit lifecycle callback Domain jargon and concise explanation; c 2026-06-14
pr 0.05 fix(openclaw): normalize Windows skill-loader URLs before fi Direct and technical, with code referenc 2026-06-19
pr 0.05 perf: add native embed_batch for FastEmbed Brief, technical, domain abbreviations, 2026-06-19
pr 0.05 perf: parallelize semantic and BM25 search in _search_vector Technical language, code references, hum 2026-06-16
pr 0.05 perf: add native batch embed for HuggingFace embedder Uses technical jargon and concise reason 2026-06-16
pr 0.05 fix(memory): avoid extracting assistant echo memories Edge-case discussion; domain-specific, n 2026-06-08
pr 0.05 fix(pi-agent-plugin): resolve undici CVE-2026-9697 / CVE-202 Mentions process, security, and clear re 2026-06-19
pr 0.05 fix(cli): pass API key via env var instead of argv (closes # Security focus, technical, has abbreviat 2026-04-28
pr 0.05 fix(cli): pass telemetry context via stdin instead of argv Technical, specific about subprocess and 2026-06-19
pr 0.05 fix(llms,embeddings): repair HTTP proxy support (httpx>=0.28 Bug explanation is detailed and specific 2026-06-08
pr 0.05 fix(cli): remove API keys from telemetry subprocess argv Direct problem/fix style, abbreviated co 2026-04-16
pr 0.05 fix(memory): prevent cross-scope entity merging in entity st Technical explanation with clear scope; 2026-06-08
commit 0.01 chore: retire in-repo evaluation/ in favor of mem0ai/memory- Terse, domain-specific commit message wi 2026-06-13
commit 0.01 chore: update changelog, bump SDK and package versions to 3. Brief version bump message; human-typica 2026-06-13
commit 0.01 feat(memory): add OSS-to-Platform notices (#5494) Concise, domain-specific feature note; h 2026-06-13
commit 0.01 chore: consolidate cookbooks/ into an indexed examples/ dire Short, technical commit message; human t 2026-06-13
commit 0.01 chore: bump version to 0.1.3, update mem0ai to ^3.0.7, and a Typical versioning commit, informal and 2026-06-13
commit 0.01 chore(openclaw): release v1.0.13 and backfill v1.0.12 change Release and changelog update phrased inf 2026-06-13
commit 0.01 fix(mem0-plugin): accurate per-editor telemetry attribution Concise technical fix; domain jargon pre 2026-06-13
pr 0.01 Feature/prontidao producao Template content mostly unfilled; very l 2026-06-19
commit 0.00 fix(mongodb): reject dict filter values to prevent NoSQL ope Standard commit title and template separ 2026-06-22
commit 0.00 fix(chroma): return None instead of {} from _generate_where_ Concise technical phrasing typical of hu 2026-06-22
commit 0.00 fix(opensearch): return [[]] from list() error path to honor Contains technical detail and domain-spe 2026-06-22
commit 0.00 fix(pinecone): return [[]] from list() error path instead of Brief message using domain convention; n 2026-06-22
commit 0.00 fix(faiss): return [[]] for uninitialized index to honor lis Uses terse, domain-specific wording; no 2026-06-22
commit 0.00 fix(mongodb): wrap list() return in outer list to match inte Direct, technical, with clear reference 2026-06-22
commit 0.00 fix(server): return 404/400 instead of 502 for not-found and Technical, concise commit format; no AI 2026-06-22
commit 0.00 fix(azure): stop mutating and corrupting caller messages in Technical cause and effect phrasing; no 2026-06-22
commit 0.00 fix(vector_stores): deep-copy Redis DEFAULT_FIELDS so instan Reflects human brevity and technical jar 2026-06-22
commit 0.00 fix: reset() only drops history table, leaving stale message Succinct technical explanation, no signs 2026-06-22
commit 0.00 docs: fix add memory v3 behavior (#5694) Concise commit message with domain refer 2026-06-21
commit 0.00 fix(pi-agent-plugin): resolve undici CVE-2026-9697 / CVE-202 Terese commit message with technical jar 2026-06-19
commit 0.00 fix(cli): pass telemetry context via stdin instead of argv ( Standard commit message and co-author tr 2026-06-19
commit 0.00 fix(reranker): clamp out-of-range LLM scores instead of mis- Concise technical fix with domain-specif 2026-06-19
commit 0.00 fix(vertex): pass required vectors arg in list and similarit Terese technical fix; no formal or AI ph 2026-06-19
commit 0.00 fix(graph): keep distinct entities that share a substring pr Clear human-written bugfix, terse/jargon 2026-06-19
commit 0.00 fix(client): check HTTP status before parsing ping response Direct technical commit, casual/jargon t 2026-06-19
commit 0.00 fix(vector_stores): drop stray print in Weaviate list_cols ( Brief, technical language, human commit 2026-06-19
commit 0.00 fix(reranker): export all five rerankers from package root ( Very brief technical export fix; no AI p 2026-06-19
commit 0.00 fix(oss-ts): preserve message roles in extraction input so a Human, detailed technical description, n 2026-06-19
commit 0.00 fix(server): return 404 not 500 for malformed api key id on Commit message is terse, domain-specific 2026-06-18
commit 0.00 fix(ts-oss): reject empty/blank messages in Memory.add() to Brief, technical commit message with dom 2026-06-18
commit 0.00 fix(ts-sdk): prevent hallucinated memories on empty messages Uses domain-specific language and concis 2026-06-18
commit 0.00 fix: async delete_all race condition corrupts entity store l Commit message is technical and informal 2026-06-18
commit 0.00 feat(embeddings): add native embed_batch to 5 embedders (LMS Commit lists embedders, tone and structu 2026-06-18
commit 0.00 fix(server): use 127.0.0.1 in dashboard healthcheck to avoid Commit message is technical, concise, an 2026-06-18
commit 0.00 fix(ts-sdk): preserve user metadata keys across the case-con Domain-specific content; phrasing is ter 2026-06-18
commit 0.00 chore: update changelog, bump SDK versions to Python 2.0.7 a Standard concise commit message, clear h 2026-06-17
commit 0.00 fix: api_error_handler silently drops return values from asy Terse issue summary, technical human ton 2026-06-17
commit 0.00 fix(ts-sdk): preserve user-defined schema keys in createMemo Domain-specific, succinct commit message 2026-06-17
commit 0.00 fix(weaviate): pass embedding dims in reset() so it does not Casual, specific language; human message 2026-06-17
commit 0.00 docs: tighten Graph Memory description for SEO (#5603) — 2026-06-17
commit 0.00 docs: reinstate graph memory terminology (native entity link Brief technical description, likely huma 2026-06-17
commit 0.00 fix(huggingface): use self.config instead of raw config para Standard commit prefix with precise, ter 2026-06-16
commit 0.00 fix: AsyncMemory.reset() does not reset entity store (#5535) Uses technical terms, terse and practica 2026-06-16
commit 0.00 fix(pinecone): hybrid search crashes when filters is None (# Direct, bugfix-focused, domain-specific 2026-06-16
commit 0.00 fix(mongodb): reset() passes wrong argument to create_col() Standard format, concise and direct lang 2026-06-16
commit 0.00 fix(weaviate): reset() crashes with missing vector_size argu Focused, formatted as standard bugfix. 2026-06-16
commit 0.00 fix(ollama): json format mutates caller's messages list in-p Technical, succinct description of mutat 2026-06-16
commit 0.00 fix(memory): skip messages without a content key in message Uses standard commit language, brief and 2026-06-16
commit 0.00 fix: async delete_all aborts on first error, leaving partial Describes an async bug, direct and human 2026-06-16
commit 0.00 fix: omit None config values from Gemini GenerateContentConf Technical, standard commit message style 2026-06-16
commit 0.00 fix(vector_stores): return None from get() for missing IDs ( Includes co-author, but content is terse 2026-06-16
commit 0.00 fix: preserve custom metadata fields during memory update (# Terse commit message with domain-specifi 2026-06-15
commit 0.00 fix(vector_stores): return None from ChromaDB.get() for miss Human-style commit message, co-author tr 2026-06-15
commit 0.00 fix(reranker): respect config.top_k in Cohere and ZeroEntrop Brief, technical commit message, typical 2026-06-15
commit 0.00 fix(llms): honor reasoning-model params in AzureOpenAIStruct Typical human commit message, includes c 2026-06-15
commit 0.00 fix(litellm): function-calling check blocks all calls on non Technical and succinct, lacks AI-like ch 2026-06-15
commit 0.00 fix(llms): accept and forward **kwargs in Together/LangChain Standard commit style, domain-specific d 2026-06-15
commit 0.00 fix(bedrock): use dict literal instead of set in AI21 respon Normal terse commit with a specific tech 2026-06-15
commit 0.00 fix(llms): send max_completion_tokens for the GPT-5 family a Standard technical update, human-like st 2026-06-15
commit 0.00 fix(openclaw): reduce skills-mode triage prompt footprint (# Brief domain-specific text typical of hu 2026-06-15
commit 0.00 fix: relax flaky entity boost parallelism timing threshold ( Concise commit message with domain-speci 2026-06-12
commit 0.00 fix: prevent crash in parse_vision_messages when vision is d Short technical fix, informal commit mes 2026-06-12
commit 0.00 fix(@mem0/community): upgrade @langchain/community to ^1.1.1 Includes domain-specific details and CVE 2026-06-12
commit 0.00 fix: expose Qdrant https option (#5380) Straightforward technical commit, human- 2026-06-12
commit 0.00 fix: return 400 instead of 502 for invalid search filters (# Clear domain terminology, no AI hallmark 2026-06-12
commit 0.00 fix(openclaw): skip runtime setup during metadata registrati Brief technical description, contains do 2026-06-12
commit 0.00 fix(pi-agent-plugin): make command results visible and relev Domain jargon and terse phrasing, human 2026-06-12
commit 0.00 fix(plugin): guard bare $USER refs in on_session_start.sh fo Contains technical jargon and concise hu 2026-06-12
commit 0.00 fix: remove dead _process_config method in Memory and AsyncM Concise, domain-specific commit message, 2026-06-11
commit 0.00 fix: use 'is not None' instead of truthiness for vector/payl Direct, technical, and terse commit mess 2026-06-11
commit 0.00 fix: allow dashboard refresh cookie on http deployments (#50 Standard, brief, and technical commit me 2026-06-11
commit 0.00 fix: implement $not filter support in ChromaDB vector store Terse and domain-specific with no AI hal 2026-06-11
commit 0.00 ci: aggregate all PR testing behind a single required CI Gat Short, technical CI-related commit messa 2026-06-11
commit 0.00 chore: release Python SDK v2.0.5 and TypeScript SDK v3.0.7 ( Standard release commit message, human-w 2026-06-10
pr 0.00 perf(qdrant): batch BM25 sparse encoding in insert() into on Technical and focused, uses shorthand an 2026-06-22
pr 0.00 feat: Add TopK vector store Direct, lists features, references SDKs, 2026-06-10
pr 0.00 Chore/refactor memory main py file Only PR title, template left blank; noth 2026-06-21
pr 0.00 fix(core): validate and trim entity IDs in delete_all() Directly references code and PRs, uses d 2026-06-21
pr 0.00 fix(opensearch): return [[]] from list() error path to honor Domain jargon and technical focus sugges 2026-06-21
pr 0.00 fix(mongodb): wrap list() return in outer list to match inte PR summary uses domain-specific interfac 2026-06-21
pr 0.00 fix(azure_openai): avoid AttributeError on multimodal messag Technical summary, uses inline code, and 2026-05-22
pr 0.00 fix(azure): stop mutating and corrupting caller messages in Detailed technical context and directly 2026-06-21
pr 0.00 fix(server): make GET /entities resilient to naive timestamp Contains domain jargon and a specific te 2026-06-21
pr 0.00 docs: add governed memory observability cookbook Uses domain-specific language and descri 2026-06-21
pr 0.00 docs: fix add memory v3 behavior Technical update with brief bullet point 2026-06-20
pr 0.00 feat(memory): expose opt-in OpenAI usage for OSS add Free-text is technical, concise; templat 2026-06-12
pr 0.00 feat(aws-bedrock): support injectable boto3 client/session f PR template detected; filled content is 2026-06-19
pr 0.00 fix: prefer newer memories on scoring ties Technical explanation with domain-specif 2026-06-13