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mem0ai/mem0

// all events — 2026-06-24

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
pr 1.00 feat(ts-sdk): add vLLM provider PR body explicitly mentions AI collabora 2026-06-24
pr 0.30 Feat/ts vertex ai vector search Short free-text, but not enough to trigg 2026-06-24
pr 0.20 Enable LLM-driven memory update and delete events Natural domain-specific discussion, info 2026-06-24
pr 0.20 fix: preserve empty Azure AI Search update values List and summary, but style is project-t 2026-06-13
pr 0.20 fix: apply remove_code_blocks() to LangChain path in async _ Technical summary; abbreviations and cas 2026-06-20
pr 0.20 fix(memory): include metadata keys in add() scope filters Technical explanation, domain details; n 2026-06-20
pr 0.20 feat: add FuturMix as LLM provider Brief justification, short lines, no AI- 2026-04-25
pr 0.20 docs: add security disclosure policy Mostly procedural, with clear repo/proce 2026-06-11
pr 0.10 fix(memory): align entity extraction precision Free-text summary uses technical phrasin 2026-06-24
pr 0.10 fix(server): use psycopg[binary] so pgvector works on the sl Free-text is terse, technical, and writt 2026-06-24
pr 0.10 feat(ts-sdk): add Upstash Vector vector store Technical summary, uses abbreviations an 2026-06-24
pr 0.10 feat(ts-sdk): add OpenSearch vector store Technical content, formatted with implem 2026-06-24
pr 0.10 feat(ts-sdk): add Chroma vector store Technical and concise, clear human engin 2026-06-24
pr 0.10 feat(ts-sdk): add Azure MySQL vector store Technical, uses code/class references; m 2026-06-24
pr 0.10 feat(vector-stores): add Cassandra provider to TypeScript OS Technical language and direct, concise s 2026-06-24
pr 0.10 feat(vector-stores): add S3 Vectors provider to TypeScript O Standard technical summary, specific fea 2026-06-24
pr 0.10 feat(vector-stores): add Databricks provider to TypeScript O Technical detail and succinct engineerin 2026-06-24
pr 0.10 Add LanceDB vector store support Bullet points, technical vocabulary, inf 2025-10-18
pr 0.10 feat: add Elasticsearch vector store to JS OSS SDK Direct, technical writing with code refe 2026-05-10
pr 0.10 feat: Add first-class Model Context Protocol (MCP) / Agent M Very technical, domain-specific acronyms 2026-06-23
pr 0.10 docs: added typescript support to deepseek provider Technical summary, uses markdown, concis 2026-06-21
pr 0.10 feat(ts-sdk): add DeepSeek LLM provider - closes #4606 Domain-specific, concise, references imp 2026-05-13
pr 0.10 chore: refactor memory main py file Concise, minor grammatical issues, techn 2026-06-21
pr 0.10 Feat/valkey vector store Concise, technical summary with domain t 2026-06-24
pr 0.10 chore: update changelog, bump SDK versions to Python 2.0.8 a Terse changelog-style text; no signs of 2026-06-24
pr 0.10 fix(server): resolve Qdrant list tuple error and prevent con Technical, specific; bullet points refle 2026-06-13
pr 0.10 fix: encode dynamic URL path segments Direct bug description and context; tone 2026-06-24
pr 0.10 fix(anthropic): honor response_format in generate_response ( Domain-specific with clear human-like er 2026-06-24
pr 0.10 feat(ts-sdk): add databricks vector store support Brief, technical, uses standard versioni 2026-06-24
pr 0.10 Harden OpenMemory backup import zip handling Bullet points, size limits, and concise 2026-06-24
pr 0.10 fix(ts): handle empty Google chat candidates Technical bullet-list, terse fixes; defe 2026-06-24
pr 0.10 fix(ts-sdk): lazy-load SQLite native bindings In-depth explanation of C++ bindings wit 2026-06-21
pr 0.10 fix(openclaw): normalize Windows skill-loader URLs before fi Plain technical English, references to O 2026-06-19
pr 0.10 fix(memory): configure spaCy model for retrieval Technical free-text, use of domain terms 2026-06-21
pr 0.10 fix(mem0-plugin): store files_touched as a list to stop doub Colloquial tone and issue reference; no 2026-06-24
pr 0.10 fix(vector_stores): point fastembed-missing warning at mem0a Concise, project-specific language; not 2026-06-18
pr 0.10 fix(llms): skip JSON response_format for Groq compound model Deliberate language, domain detail, no A 2026-06-12
pr 0.10 docs: add governed memory observability cookbook Informal and directly informative; not A 2026-06-21
pr 0.10 fix(redis): use .get() for hash/created_at in insert() to ha Technical summary, informal style, not A 2026-06-20
pr 0.10 fix(server): accept multimodal message content in REST API ( Technical, concise, domain-specific prob 2026-05-28
pr 0.10 fix: make memory categorization non-blocking in SQLAlchemy e Uses SQLAlchemy/domain terms, informal/t 2026-06-20
pr 0.10 fix(milvus): guard text field in update() with _has_bm25_sch Specific, technical, and concisely writt 2026-06-20
pr 0.10 feat: upgrade MiniMax default model to M3 Brief, technical, and uses domain langua 2026-06-02
pr 0.10 fix(valkey): escape special chars in FT.SEARCH tag filter va Informal, technical, and context-rich pr 2026-06-22
pr 0.10 feat(server): support MEM0_EMBEDDING_DIMS env var Technical language, context-specific, no 2026-05-26
pr 0.10 perf(opensearch): batch insert into one bulk request + a sin Informal, technical, and focused wording 2026-06-22
pr 0.10 feat(typescript-sdk): add config validation for OpenAI LLM a Domain-specific validation, technical an 2026-03-17
pr 0.10 perf(qdrant): batch BM25 sparse encoding in insert() into on Technical explanation, domain jargon, di 2026-06-22
pr 0.10 fix(pinecone): translate all metadata filter operators, not Technical, specific, lacks AI hallmark p 2026-06-22
pr 0.10 fix(core): port delete_all hardening from async to sync Memo Domain-specific, concise summary, no Cha 2026-06-20
pr 0.10 feat(ts-sdk): add Together embedding and Sarvam LLM provider Technical, uses domain jargon, no AI-lik 2026-06-24
pr 0.10 docs(hermes): update for v3 API, OSS self-hosted mode, and n Direct, technical context, informal elem 2026-06-24
pr 0.10 feat(vector-stores): add Turbopuffer provider to TypeScript Technical, direct, and precise; no AI si 2026-06-24
pr 0.10 feat(vector-stores): add Pinecone provider to TypeScript SDK Technical language, precise, no obsequio 2026-06-24
pr 0.10 fix(embeddings): honor embedding_dims in AzureOpenAIEmbeddin Terse bug summary, clear domain details; 2026-06-20
pr 0.10 fix: truncate embedding input to prevent token overflow in l Concise, technical, with context and no 2026-06-20
pr 0.10 fix(ts-oss): tolerate trailing commas in LLM JSON extraction Uses practical bugfix language and domai 2026-06-18
pr 0.10 fix(ts-sdk): preserve customCategories names through key con Technical explanation, specific to codeb 2026-06-22
pr 0.10 fix(memory): guard against malformed image_url in parse_visi Technical writing, bug explanation, lack 2026-06-18
pr 0.10 fix(chroma): wrap update() ids/embeddings/metadatas in lists Clear technical bullet points and domain 2026-06-23
pr 0.10 feat(ts-sdk): add AWS Neptune Analytics vector store Technical and concise with some typos; n 2026-06-24
pr 0.10 perf(entity-extraction): compile substring-filter regex once Uses concise technical language and info 2026-06-23
pr 0.10 fix(ts-sdk): check message.role instead of content for syste Direct bug explanation, casual phrasing, 2026-01-20
pr 0.10 fix: handle missing keys in FunctionCalling tool response fr Casual summary, bug context, not overly 2026-05-11
pr 0.10 perf: batch entity embeddings in search() to match add() pat Technical explanation, domain-specific r 2026-05-12
pr 0.10 fix(vector-stores): index Valkey memory as text Terse, technical, with bullet points and 2026-04-29
pr 0.10 fix(claude-plugin): rerank auto-injected memory context by d Technical, terse, domain-specific phrasi 2026-06-20
pr 0.10 fix(milvus,baidu): sanitize filter values to prevent express Technical, terse, and clear vulnerabilit 2026-06-22
pr 0.10 fix(milvus): wrap scalar vector_id in list for delete() Concise, technical description with clea 2026-06-20
pr 0.10 fix(memory): return attributed_to from get/get_all/search Uses domain jargon and specific referenc 2026-06-18
pr 0.10 fix(ts-oss): return attributedTo from get/search/getAll Employs domain terminology and concise b 2026-06-19
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(vector_stores): align col_info implementations with Vect Technical writing with specific details; 2026-06-17
pr 0.10 perf: batch BM25 sparse encoding in Qdrant insert Technical and likely written by a domain 2026-06-16
pr 0.10 fix(llms): preserve reasoning fields in base-to-provider con Domain-specific vocabulary and nuanced t 2026-06-18
pr 0.10 fix(llms): pass configured anthropic_base_url to the Anthrop Technical explanation, domain terms, no 2026-06-18
pr 0.10 fix(ts-oss): honor configured baseURL in AnthropicLLM Technical, concise, uses jargon; not AI 2026-06-22
pr 0.05 fix(oss): include entity_type in Phase 7a batch entity dedup Domain-specific description, not overly 2026-06-23
pr 0.05 fix(server): fetch filtered dashboard memories beyond defaul Concise, technical language with abbrevi 2026-06-23
pr 0.05 fix: normalize delete_all vector store list results across p Uses code/jargon, short summary; lacks A 2026-03-24
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 0.00 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
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
pr 0.00 feat(mem0-ts): add MongoDB vector store provider to OSS Type Domain-specific, minimal filler; uses st 2026-06-23
pr 0.00 fix: add auto_refresh option for OpenSearch Serverless compa Direct, technical explanation; no AI-sty 2026-01-10
pr 0.00 fix(mem0-ts): support pgvector connection strings and ssl Technical changelog, concise, and domain 2026-06-23
pr 0.00 feat: add Google Vertex AI Vector Search support to vector s Domain-specific, clear, and direct writi 2026-06-23
pr 0.00 fix(ts-oss): anchor entity substring dedup to word boundarie Technical, concise, uses code examples a 2026-06-19
pr 0.00 fix(chroma): wrap scalar vector_id in list for delete() Describes a concrete fix with domain det 2026-06-20
pr 0.00 fix(chroma): wrap delete() ids in a list (completes scalar-v References prior PR/issues and uses info 2026-06-24
pr 0.00 fix(reranker): log reranking failures instead of swallowing Uses precise technical language and refe 2026-06-20
pr 0.00 fix(reranker): log fallback failures Clear, concise bullet points; domain jar 2026-06-23
pr 0.00 fix(reranker): use sigmoid instead of min-max for HuggingFac Technical explanation with concrete deta 2026-06-21
pr 0.00 fix(reranker): score HuggingFace reranker with sigmoid, not Uses math and direct references to code, 2026-06-20
pr 0.00 fix(ts-sdk): preserve custom category names Concise, technical details; standard hum 2026-06-23
pr 0.00 feat(vector-stores): add Weaviate adapter to TypeScript OSS Technical description aligned with human 2026-06-24
pr 0.00 fix(ts): allow openai@5+ (undici) — fixes "Premature close" Brief, technical language; no AI hallmar 2026-06-23
pr 0.00 fix(memory): pass observation timestamp to extraction prompt Bugfix explanation, domain-specific, no 2026-04-24
pr 0.00 feat(ts-sdk): add Together LLM provider Domain-specific, includes technical impl 2026-06-24
pr 0.00 feat: recall memories from extracted facts before final extr Technical, concise; includes function an 2026-06-24
pr 0.00 ⚡️ Speed up `_github_search_discussions()` by 22% in `embedc Concise, technical, and domain-specific 2024-02-16
pr 0.00 feat(mem0-ts): add Baidu vector store provider Technical, concise, and domain-relevant 2026-06-23
pr 0.00 feat(openclaw): add org-level memory support Very brief, domain-specific, no AI-style 2026-03-06