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mem0ai/mem0

// all events — 2026-06-28

Type AI Score Description Actor Reason Date
commit 1.00 fix(ts/redis): use nullish coalescing for hash/timestamps in Commit message contains explicit AI assi 2026-06-26
commit 1.00 feat(ts-sdk): add MiniMax LLM provider (#5858) Commit message contains explicit AI assi 2026-06-25
commit 1.00 fix(core): validate and trim entity IDs in delete_all() (#57 Commit message contains explicit AI assi 2026-06-25
commit 1.00 feat(ts-sdk): add LiteLLM as LLM provider (#5830) Commit message contains explicit AI assi 2026-06-25
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
pr 1.00 fix(cli): handle null memory fields in output formatters PR body explicitly mentions AI collabora 2026-06-28
pr 1.00 fix(cli): reject invalid int config values without traceback PR body explicitly mentions AI collabora 2026-06-28
pr 1.00 feat(ts-sdk): add vLLM provider PR body explicitly mentions AI collabora 2026-06-24
pr 0.40 fix: remove unused uuid_mapping variable in _add_to_vector_s Formal phrasing in description hints at 2026-06-26
pr 0.20 docs: add subtle GitHub star nudges at OSS win-moments Slightly more verbose, but still informa 2026-06-27
pr 0.20 docs(rerankers): align reranker config docs with v3 SDK Domain-specific context; human-like upda 2026-06-25
pr 0.20 perf(server): Optimize any() checks to native boolean operat Technical explanation with some detail, 2026-06-26
pr 0.20 docs: add SECURITY.md and improve contribution guidelines Standard docs update phrasing with some 2026-06-25
pr 0.20 docs: fix mangled Python formatting in pgvector & Neon vecto Explains fix for regression; no AI-style 2026-06-25
pr 0.20 [codex] Add OpenMemory stdio MCP workflow Bulleted changelog with concise, domain- 2026-06-26
pr 0.20 fix(memory): anchor extraction prompt date to created_at met Mentions salvage, rebasing, and specific 2026-06-26
pr 0.20 refactor: add fail-fast entity-scope guard to internal store Domain vocabulary with code detail; lack 2026-04-30
pr 0.10 fix(vector_stores): list() must return [[]] not [] on empty/ Technical, terse, correct grammar; no si 2026-06-28
pr 0.10 fix(server): register v1/v2/v3 route aliases so OSS server a Domain-specific language, short sentence 2026-06-18
pr 0.10 fix(faiss): normalize vectors for cosine distance strategy Technical fix summary, concise, no AI-ty 2026-06-28
pr 0.10 feat(ts-sdk): add FastEmbed embedding provider Technical, includes code paths, concise, 2026-06-25
pr 0.10 fix(entity-extraction): degrade gracefully on languages with Domain-specific, direct, clear reference 2026-06-14
pr 0.10 fix(embeddings): honor embedding_dims in AzureOpenAIEmbeddin Technical bugfix, brief, natural enginee 2026-06-20
pr 0.10 perf(memory): eliminate redundant vector_store.get() in dele Direct, domain jargon, no AI-patterned s 2026-06-28
pr 0.10 perf(core): eliminate N redundant vector_store.get() calls i Technical, concise, abrupt paragraph bre 2026-06-28
pr 0.10 Fix #5204 - Add peerDependenciesMeta to prevent npm arborist Installation context, terse explanation, 2026-06-19
pr 0.10 fix(memory): accept `llm` kwarg in sync Memory.add()/_create Concise problem/solution section, direct 2026-06-28
pr 0.10 fix(memory): lazy-import langchain-core in async procedural Concise, technical, uses code snippets a 2026-06-26
pr 0.10 fix(elasticsearch): set size on KNN search to respect top_k Technical, domain-specific, not overly f 2026-06-26
pr 0.10 perf(qdrant): batch BM25 sparse encoding in insert() into on Terse and technical, domain-specific lan 2026-06-22
pr 0.10 fix(memory): defer langchain-core import in async procedural Explains code changes using specific lan 2026-06-28
pr 0.10 fix(elasticsearch): add top-level size to KNN search so top_ Technical, direct, references issue and 2026-06-28
pr 0.10 fix: remove unnecessary deepcopy in Memory.__init__ telemetr Terse summary and technical context, tem 2026-06-25
pr 0.10 fix(memory): paginate delete_all so it does not stop at the Direct, technical, references methods an 2026-06-28
pr 0.10 fix(memory): pass metadata timestamp into extraction prompt Technical, with informal typo and code c 2026-06-28
pr 0.10 fix(llms/gemini): map tool_choice="required" to ANY and acce Direct, technical bugfix with exact file 2026-06-28
pr 0.10 fix(memory): add llm parameter to Memory.add() for procedura Technical explanation, references issues 2026-06-28
pr 0.10 fix(memory): remove dead deepcopy in Memory.__init__ telemet Concise, technical, code-specific explan 2026-06-28
pr 0.10 fix(memory): mirror Memory.reset() vector store optimisation Technical focus, domain-specific content 2026-06-28
pr 0.10 fix(cli): tolerate null id/memory fields in list and single Brief, domain-specific, follows human en 2026-06-28
pr 0.10 fix(cli): return all entity-delete responses keyed by type Uses technical terms with direct problem 2026-06-28
pr 0.10 fix(cli): treat non-numeric int coercion as a failed set Technical, blunt, and to the point with 2026-06-28
pr 0.10 fix: encode dynamic URL path segments Technical summary; domain context, minim 2026-06-24
pr 0.10 fix: handle CRLF fenced code blocks Direct, technical tone with parenthetica 2026-06-27
pr 0.10 fix(cli): guard memory formatters against null id/memory fie Informal tone and abbreviations; detaile 2026-06-27
pr 0.10 fix(ts): handle empty Google chat candidates Abbreviated bullet-list style and specif 2026-06-24
pr 0.10 chore: update changelog, bump SDK versions to Python 2.0.10 Uses domain language and terse release n 2026-06-27
pr 0.10 fix(openmemory): correct audit history old_state for new mem Bug description and context are precise, 2026-06-27
pr 0.10 docs(cookbooks): fix v3 filters, response shapes & dead snip Concise, technical summary with code ref 2026-06-25
pr 0.10 docs(platform): align Platform docs with v3 SDK behavior Direct, technical explanations with repo 2026-06-25
pr 0.10 docs(cookbooks): fix v3 filters & update() in companions/ess Concise, domain-specific and technical, 2026-06-25
pr 0.10 feat(mem0-ts): add MongoDB vector store provider to OSS Type Detailed, technical changelog structure; 2026-06-23
pr 0.10 fix(ts-oss): normalize extracted memory shapes Terse, domain-specific, and incomplete p 2026-06-27
pr 0.10 fix(openclaw): pass recall rerank to search Brief, technical, filled per template, n 2026-06-27
pr 0.10 feat: Add native embed_batch() to FastEmbed, AWS Bedrock, an Concise, technical, no boilerplate AI ma 2026-06-27
pr 0.10 docs(migration): correct v3 migration guides Uses audit/jargon, terse and practical; 2026-06-25
pr 0.10 docs(vectordbs): correct vector store config defaults & impo Specific, concise doc update, typical hu 2026-06-25
pr 0.10 fix(memory): raise structured ValidationError for invalid me Domain-specific content, succinct and di 2026-06-27
pr 0.10 fix(memory): prevent cross-scope entity merging in entity st Focused technical fix, clear scope, not 2026-06-08
pr 0.10 fix(memory): configure spaCy model for retrieval Clear technical bug description, not ove 2026-06-21
pr 0.10 feat(memory): expose opt-in OpenAI usage for OSS add Technical, precise, with domain-specific 2026-06-12
pr 0.10 fix(core): eliminate N redundant vector_store.get() calls in Technical, line-by-line analysis; clear 2026-06-25
pr 0.10 fix(memory): tolerate malformed fact-extraction shapes from Domain-specific terms and informal tone; 2026-06-26
pr 0.10 fix: encode dynamic URL path segments in SDK and CLI request Technical, concise language with domain 2026-06-26
pr 0.10 feat(ts-sdk): add Milvus vector store provider (closes #5774 Uses domain jargon, bullet points; human 2026-06-26
pr 0.10 feat(server): support per-memory expiration_date in self-hos Contains technical details and informal 2026-06-12
pr 0.10 docs: document FastEmbed embedder + missing org/project API Lists concrete features and sources; lan 2026-06-25
pr 0.10 ci(server): publish mem0-api-server Docker image with semver Describes CI workflow in technical detai 2026-06-01
pr 0.10 feat: add one-click Docker setup for OpenClaw + Mem0 Brief, informal, no AI markers; uses low 2026-04-01
pr 0.10 fix(core): remove dead _safe_deepcopy_config call in Memory. Concise, technical; domain-specific refe 2026-06-25
pr 0.10 fix(deps): bump undici to >=6.27.0 (CVE-2026-12151) Factual, terse language; no indicators o 2026-06-25
pr 0.10 [codex] Fix provider config merge on provider change Concise, domain-specific, no AI-style bo 2026-06-26
pr 0.10 docs(open-source): fix OSS feature docs for v3 SDK Terse, direct, contains repo-specific co 2026-06-25
pr 0.10 feat(ts-oss): add Qdrant server-side BM25 keywordSearch() + Shows technical detail, abbreviation use 2026-06-25
pr 0.10 docs(integrations): fix retired model IDs, v3 response shape Concise, domain terms, doesn't show AI-s 2026-06-25
pr 0.10 docs(integrations): sync agent-plugin hook tables with actua Clear, technical, references verified co 2026-06-25
pr 0.10 fix(memory): link entities for procedural memory in sync and Domain terminology, direct tone, no AI s 2026-06-18
pr 0.10 feat(bedrock): add configurable boto3 client (timeouts + ret Technical, references related issues; hu 2026-06-25
pr 0.10 feat: upgrade MiniMax default model to M3 Brief summary and changes, domain-specif 2026-06-02
pr 0.10 feat(memory): expose expiration controls in client docs Technical, abbreviations, concise phrasi 2026-06-25
pr 0.10 feat(ts): add AWS Bedrock embedding provider Description is technical, concise, with 2026-06-25
pr 0.05 docs(components): fix LLM & embedder model IDs and TS suppor In-depth technical references and file p 2026-06-25
pr 0.05 docs(changelog): fix score_details fields, graph-store note Technical changelog style with domain de 2026-06-25
pr 0.05 feat(mem0-ts): add Baidu vector store provider Direct, technical style with domain cont 2026-06-23
pr 0.05 fix(memory): include metadata keys in add() scope filters Domain-specific content and concise expl 2026-06-20
pr 0.05 fix(ts/redis): use nullish coalescing for hash/timestamps in Lists actual file/function names, direct 2026-06-25
pr 0.05 fix(memory): re-raise LLM extraction failures instead of ret Refers to PR salvage/regression test, na 2026-06-26
pr 0.05 fix(llms/aws_bedrock): route profile_name through Session, n Mentions PR salvage and specific test, h 2026-06-26
commit 0.00 chore: update changelog, bump SDK versions to Python 2.0.10 Terse, domain-specific commit message ty 2026-06-27
commit 0.00 docs(cookbooks): fix v3 filters, response shapes & dead snip Terse, domain-jargon title and diff summ 2026-06-27
commit 0.00 docs(components): fix LLM & embedder model IDs and TS suppor Concise and technical, no AI hallmarks 2026-06-27
commit 0.00 docs(platform): align Platform docs with v3 SDK behavior (#5 Standard concise PR description, human p 2026-06-27
commit 0.00 docs(cookbooks): fix v3 filters & update() in companions/ess Informal abbreviation and direct fix sum 2026-06-27
commit 0.00 docs(vectordbs): correct vector store config defaults & impo Brief, highly technical, in-the-weeds fi 2026-06-27
commit 0.00 docs(api-reference): align API docs & openapi.json with v3 s Terse, domain-specific phrasing with no 2026-06-26
commit 0.00 docs(changelog): fix score_details fields, graph-store note Brief, technical summary; typical human 2026-06-26
commit 0.00 docs: remove inaccurate api-changes migration page (#5857) Succinct and direct, no AI-typical langu 2026-06-26
commit 0.00 SEO & metadata audit: expand short API reference description — 2026-06-26
commit 0.00 docs: add SECURITY.md and improve contribution guidelines (# Standard changelog phrasing, no AI indic 2026-06-26
commit 0.00 docs: fix mangled Python formatting in pgvector & Neon vecto Technical focus, informal and concise. 2026-06-26
commit 0.00 docs: document FastEmbed embedder + missing org/project API Human-like summary; succinct and domain- 2026-06-26
commit 0.00 fix(deps): bump undici to >=6.27.0 (CVE-2026-12151) (#5861) Clear vulnerability reference; concise f 2026-06-26
commit 0.00 docs(open-source): fix OSS feature docs for v3 SDK (#5847) Standard update description, no AI signa 2026-06-26
commit 0.00 docs(integrations): fix retired model IDs, v3 response shape Technical, specific, and to-the-point ph 2026-06-26
commit 0.00 docs(integrations): sync agent-plugin hook tables with actua Concise update referencing repo files; c 2026-06-26
commit 0.00 feat(memory): expose expiration controls in client docs (#58 Brief, domain-specific commit message wi 2026-06-26
commit 0.00 fix(openclaw): normalize Windows skill-loader URLs before fi Standard commit message format, technica 2026-06-25
commit 0.00 fix: apply remove_code_blocks() to LangChain path in async _ Technical, concise, follows conventional 2026-06-25
commit 0.00 fix(reranker): score HuggingFace reranker with sigmoid, not Human style: concise and factual commit 2026-06-25
commit 0.00 fix(redis): use .get() for hash/created_at in insert() to ha Human: terse, practical language, domain 2026-06-25
commit 0.00 fix(notices): derive scale counts for Redis and search backe Concise, domain-specific language, no AI 2026-06-25
commit 0.00 fix(valkey): escape special chars in FT.SEARCH tag filter va Technical jargon, terse communication ty 2026-06-25
commit 0.00 fix(mem0-ts): support pgvector connection strings and ssl (# Domain-specific, concise, no generic AI 2026-06-25
commit 0.00 docs: make example code fences copy-safe (#5833) Short, direct, and technical; normal hum 2026-06-25
commit 0.00 fix(mem0-plugin): store files_touched as a list to stop doub Commit is succinct, technical, and domai 2026-06-25
commit 0.00 fix(memory): align entity extraction precision (#5829) Direct, terse commit message with co-aut 2026-06-24
commit 0.00 docs: added typescript support to deepseek provider (#5723) Concise changelog update, standard for d 2026-06-24
commit 0.00 chore: update changelog, bump SDK versions to Python 2.0.8 a Changelog and version bump—routine and h 2026-06-24
commit 0.00 fix(vector_stores): point fastembed-missing warning at mem0a Technical and succinct, typical fix summ 2026-06-24
commit 0.00 fix(llms): skip JSON response_format for Groq compound model Explains a skip action for LLMS, clear h 2026-06-24
commit 0.00 fix: preserve empty Azure AI Search update values (#5524) Clear fix summary; includes sign-off, ty 2026-06-24
commit 0.00 docs(hermes): update for v3 API, OSS self-hosted mode, and n Standard docs update note, no AI phrasin 2026-06-24
commit 0.00 fix(server): fetch filtered dashboard memories beyond defaul Short technical explanation, normal for 2026-06-24
commit 0.00 fix: add auto_refresh option for OpenSearch Serverless compa Brief technical fix, includes co-author, 2026-06-24
commit 0.00 fix(ts-sdk): preserve customCategories names through key con Domain-specific commit message, no AI cu 2026-06-24
commit 0.00 fix(memory): guard against malformed image_url in parse_visi Brief commit message with domain-specifi 2026-06-24
commit 0.00 fix(chroma): wrap scalar vector_id in list for delete() (#57 Concise fix description with technical d 2026-06-24
commit 0.00 fix(chroma): wrap update() ids/embeddings/metadatas in lists Succinct and technical, resembles standa 2026-06-24
commit 0.00 fix(reranker): log reranking failures instead of swallowing Short, targeted commit message showing t 2026-06-24
commit 0.00 fix(ts-sdk): check message.role instead of content for syste Concise commit summary, domain-specific, 2026-06-23
commit 0.00 fix(claude-plugin): rerank auto-injected memory context by d Short, technical wording typical of huma 2026-06-23
commit 0.00 fix(milvus,baidu): sanitize filter values to prevent express Contains jargon, concise style, no AI in 2026-06-23
commit 0.00 fix(milvus): wrap scalar vector_id in list for delete() (#57 Specific technical change, terse human-l 2026-06-23
commit 0.00 fix(memory): return attributed_to from get/get_all/search (# Minimal, domain-relevant, with human com 2026-06-23
commit 0.00 fix(ts-oss): return attributedTo from get/search/getAll (#56 Short technical fix, lacks AI-generated 2026-06-23
commit 0.00 fix(pinecone): map all comparison operators in _create_filte Technical, concise, no ChatGPT-like stru 2026-06-23
commit 0.00 perf: batch BM25 sparse encoding in Qdrant insert (#5592) Brief, domain-specific, no sign of AI ge 2026-06-23
commit 0.00 fix(llms): preserve reasoning fields in base-to-provider con Technical details, informal style, not A 2026-06-23
commit 0.00 fix(llms): pass configured anthropic_base_url to the Anthrop Human brevity and technical language, no 2026-06-23
commit 0.00 fix(ts-oss): honor configured baseURL in AnthropicLLM (#5740 Short, technical, and direct commit mess 2026-06-23
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
pr 0.00 feat(memory): add compact() method for merging similar memor Domain-specific with code references, na 2026-06-27
pr 0.00 test(vector_stores): add unit test coverage for S3Vectors, T Technical, coverage-focused and naturall 2026-06-27
pr 0.00 fix(cli): return False instead of crashing on invalid int in Direct, context-specific explanation; hu 2026-06-27
pr 0.00 fix(cli): keep every result in `entity delete`, not just the Details internal logic with context, not 2026-06-27
pr 0.00 feat(vector_store): add Aerospike vector search integration Concise, technical description with spec 2026-06-26
pr 0.00 fix(llms): use http_client_proxies for xai config conversion Informal phrasing, truncated sentence, t 2026-06-26
pr 0.00 fix(core): AsyncMemory.reset() uses VectorStoreFactory.reset Direct technical language and unpolished 2026-06-26
pr 0.00 feat(aws_bedrock): add bedrock_provider override for applica Domain-specific AWS ARN example, incompl 2026-06-26
pr 0.00 docs: navigation Short, informal, and minimal human-like 2026-06-26
pr 0.00 fix(core): add missing llm param to sync Memory.add() Uses terse technical explanation and exp 2026-06-26
pr 0.00 feat(ts-sdk): add Together LLM provider Includes technical jargon and incrementa 2026-06-24
pr 0.00 docs(api-reference): align API docs & openapi.json with v3 s References specific files and update met 2026-06-25
pr 0.00 docs: remove inaccurate api-changes migration page Notes context, reason, and removal in a 2026-06-25
pr 0.00 SEO & metadata audit: expand short API reference description — 2026-06-26
pr 0.00 SEO & metadata audit: expand short API reference description — 2026-06-26
pr 0.00 SEO & metadata audit: expand short API reference description — 2026-06-26
pr 0.00 chore: remove integration page from the docs Minimal content; no traces of AI or form 2026-04-20