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mem0ai/mem0

// all events — 2026-07-01

Type AI Score Description Actor Reason Date
commit 1.00 docs(graph-memory): gate Graph view visualization to Pro/Ent Commit message contains explicit AI assi 2026-06-30
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
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 fix(cli): return all entity delete responses PR body explicitly mentions AI collabora 2026-06-29
pr 0.20 docs: add subtle GitHub star nudges at OSS win-moments Slightly more polished, but colloquial v 2026-06-27
pr 0.10 fix(ts-oss): post-filter memory reads by requested scope Contains domain-specific context and ter 2026-06-30
pr 0.10 New optimizations Starts to explain specific method change 2026-07-01
pr 0.10 feat(vector-stores): add Dakera self-hosted persistent memor Domain-specific, references product, con 2026-07-01
pr 0.10 fix(memory): avoid silent memory loss when LLM prose contain Technical, references an edge case with 2026-06-29
pr 0.10 docs: fix typos and grammar errors across docs Describes edits humanly, with realistic 2026-07-01
pr 0.10 fix(server): ignore empty-string entity ids when building me Domain-focused, informal tone, project-s 2026-06-29
pr 0.10 chore: update changelog, bump SDK versions to Python 2.0.11 Routine release text, project- and versi 2026-07-01
pr 0.10 fix(memory): AsyncMemory.reset() uses VectorStoreFactory.res Technical, terse, and uses domain-specif 2026-07-01
pr 0.10 test(vector_stores): add unit test coverage for S3Vectors, T Succinct, domain-specific, and informal 2026-06-27
pr 0.10 [codex] Add Together embedder to TS SDK Clear, technical summary with no verbose 2026-06-29
pr 0.10 chore(integrations): plugin updates, pi-agent auto-recall, a Informal, bundles work, lacks AI-like fo 2026-06-30
pr 0.10 fix(opensearch): validate filter values to prevent term quer Direct summary, specific code references 2026-06-29
pr 0.10 fix(elasticsearch): validate filter keys and values to preve Domain-specific, concise, and lacking AI 2026-06-29
pr 0.10 fix(upstash): escape quotes in filter values and validate fi Technical, informal, and straight to the 2026-06-29
pr 0.10 fix(embeddings): guard embed_batch count mismatch in OpenAI Efficient summary, technical terms, and 2026-06-29
pr 0.10 fix(neptune): escape filter values in openCypher queries to Direct changelog, no excessive politenes 2026-06-29
pr 0.10 fix(memory): re-raise LLM extraction failures instead of ret Casual, technical bugfix description, no 2026-05-17
pr 0.10 fix(memory): re-raise LLM extraction failures instead of ret Concise, technical, and references prior 2026-06-26
pr 0.10 fix: encode dynamic URL path segments Humanstyle phrasing, project context, re 2026-06-29
pr 0.10 fix(core): eliminate N redundant vector_store.get() calls in Detailed, technical, and uses typical hu 2026-06-25
pr 0.10 feat(ts-sdk): add Together embedding provider Project-specific references and technica 2026-07-01
pr 0.10 feat(openai): support extra chat completion headers Direct technical summary, clear project- 2026-04-24
pr 0.10 fix: honor auto_search setting in UserPromptSubmit hook Describes code logic and context, with i 2026-07-01
pr 0.10 feat(ts-sdk): add HuggingFace embedding provider Domain-specific context; humanstyle tech 2026-07-01
pr 0.10 Add planner-aware memory search Bullet points, project jargon, and fragm 2026-07-01
pr 0.10 Fix multilingual hybrid retrieval preprocessing Technical description, fragmented list, 2026-06-23
pr 0.10 feat(ts-sdk): add InvokeModelCommand support to AWS Bedrock Responds to review, references past PR; 2026-07-01
pr 0.10 feat(ts-sdk): add AWS Bedrock LLM provider (closes #5765) Uses domain-specific terms and informal 2026-06-26
pr 0.10 fix(mem0): add test for issue #5901 Brevity, issue references, no AI-like ph 2026-06-30
pr 0.10 fix(mem0): add test for issue #5915 Concise, formulaic text likely from huma 2026-06-30
pr 0.10 docs: add first-contribution fast path Contains domain-specific details and hum 2026-06-30
pr 0.10 fix(ts-oss/redis): fall back to "*" for empty or all-null fi Technical detail and human phrasing, not 2026-06-30
pr 0.10 fix: add entity_type merge gate to prevent same-name entity Technical, bug-focused, specific languag 2026-06-11
pr 0.10 fix(opencode-plugin): use OpenCode project context and publi References prior PRs and uses domain-spe 2026-06-30
pr 0.10 fix(memory): link entities for procedural memory in sync and Domain-specific language and concise tec 2026-06-18
pr 0.10 docs(changelog): consolidate per-package changelogs into the Human style; technical and focused updat 2026-06-30
pr 0.10 fix(mem0-plugin): parse Cursor role-style entries in PreComp Technical bullet list and inline code re 2026-06-30
pr 0.10 fix(mem0-plugin): parse Cursor role-style assistant transcri Technical bulleted list, domain context, 2026-06-30
pr 0.10 test(reranker): add unit tests for Cohere, HuggingFace, Sent Clear technical vocabulary and test cove 2026-05-13
pr 0.10 docs: clarify OpenCode Desktop environment setup Concise human list with technical conten 2026-06-30
pr 0.10 feat: add optional FunASR audio transcription helper (#5467) Concise summary, uses domain terms, no A 2026-06-15
pr 0.10 fix(mem0): add test for issue #5903 Brief, checklist use; tone and language 2026-06-30
pr 0.10 docs(graph-memory): gate Graph view visualization to Pro/Ent Brief, repo-specific terminology, natura 2026-06-30
pr 0.10 fix(mem0): support Manifest infer true setup Includes specific technical references a 2026-06-25
pr 0.10 Add Azure Cosmos DB No SQL Vector Search integration Brief, structured change summary with so 2025-11-20
pr 0.10 docs: add first-contribution fast path in CONTRIBUTING.md Brief, summary with clear engineering co 2026-06-29
pr 0.10 docs: add first-contribution fast path in CONTRIBUTING.md Brief, summary with clear engineering co 2026-06-29
pr 0.10 fix(server): safely parse generate-instructions response Direct bug explanation, technical refere 2026-06-29
pr 0.10 fix(server): do not forward empty-string entity ids as filte Technical problem and fix stated; no AI 2026-06-29
pr 0.10 fix(core): AsyncMemory.reset() uses VectorStoreFactory.reset Explains bug and correction with precise 2026-06-26
pr 0.10 Clean up release highlights copy and removing emdash from th Bulleted, concise, brief justification—n 2026-06-29
pr 0.10 fix(core): add missing llm param to sync Memory.add() Technical, abbreviations, and natural st 2026-06-26
pr 0.10 fix(memory): add llm parameter to Memory.add() for procedura Detailed, domain-specific explanations; 2026-06-28
pr 0.10 fix(memory): accept `llm` kwarg in sync Memory.add()/_create Domain-specific, compact, factual, not A 2026-06-28
pr 0.10 docs: clarify Cursor marketplace plugin availability Clear, objective bullets and domain-spec 2026-06-29
pr 0.10 docs: remove instructions for unavailable Cursor marketplace Brief, context-aware, lists refs, no gen 2026-06-29
pr 0.10 fix(azure-ai-search): validate filter value types and escape Concise, domain-specific changelog style 2026-06-29
pr 0.10 fix(databricks): validate catalog/schema/table identifiers t Brief, technical, human commit summary s 2026-06-29
pr 0.10 fix(server): parse /generate-instructions response without d Specific technical fix, includes example 2026-06-29
pr 0.10 fix(ts-oss): normalize extracted memory shapes Technical, explains code expectations; n 2026-06-27
pr 0.10 fix(cli-node): keep every result in `entity delete`, not jus Concise, domain-specific, informal phras 2026-06-29
pr 0.10 fix(cli): keep every result in `entity delete`, not just the Direct description, technical reference, 2026-06-27
pr 0.10 fix(memory): mirror Memory.reset() vector store optimisation Technical details, issue closure, direct 2026-06-28
pr 0.10 fix(ts): handle empty Google chat candidates Bullet points, technical notation, terse 2026-06-24
pr 0.10 fix(faiss): normalize vectors for cosine distance strategy Technical fix summary, concise, no AI-ty 2026-06-28
pr 0.10 fix(cli): return all entity-delete responses keyed by type Straightforward technical description, d 2026-06-28
pr 0.10 fix(cli): guard memory formatters against null id/memory fie Direct, technical, casual tone; no signs 2026-06-27
pr 0.10 fix(cli): tolerate null id/memory fields in list and single Technical prose, domain-specific wording 2026-06-28
pr 0.10 fix(cli): treat non-numeric int coercion as a failed set Technical explanation, informal style, s 2026-06-28
pr 0.10 fix(cli): return False instead of crashing on invalid int in Informal language, technical specifics, 2026-06-27
pr 0.10 fix(openmemory): align MCP server with mem0 2.x API Uses domain-specific abbreviations, conc 2026-06-29
pr 0.10 perf(opensearch): batch insert into one bulk request + a sin Concise, domain terms, informal tone, hu 2026-06-22
pr 0.10 feat: add Google Vertex AI Vector Search support to vector s Domain-specific terms, human-like struct 2026-06-23
pr 0.10 feat(mem0-ts): add MongoDB vector store provider to OSS Type Technical details, minor typos, domain-s 2026-06-23
pr 0.10 feat(ts-oss): add Qdrant server-side BM25 keywordSearch() + Concise technical summary, informal/ters 2026-06-25
pr 0.10 feat: support fact-first recall with opt-out flag Direct, technical, informal phrasing, no 2026-06-29
pr 0.10 feat: recall memories from extracted facts before final extr Terse changelog style, domain language, 2026-06-24
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 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): lazy-import langchain-core in async procedural Concise, technical, uses code snippets a 2026-06-26
commit 0.00 docs: fix typos and grammar errors across docs (#6033) Standard, concise commit message with do 2026-07-01
commit 0.00 docs: add subtle GitHub star nudges at OSS win-moments (#592 Human-written message, casual abbreviati 2026-07-01
commit 0.00 docs: navigation (#5900) Minimal commit message; terse and lacks 2026-07-01
commit 0.00 chore: update changelog, bump SDK versions to Python 2.0.11 Typical changelog update; standard human 2026-07-01
commit 0.00 chore(integrations): plugin updates, pi-agent auto-recall, a Standard release message with technical 2026-07-01
commit 0.00 fix(opensearch): validate filter values to prevent term quer Specific technical fix phrasing, succinc 2026-07-01
commit 0.00 fix(embeddings): guard embed_batch count mismatch in OpenAI Technical context with specific terms, t 2026-07-01
commit 0.00 fix(neptune): escape filter values in openCypher queries to Human author trailer and technical commi 2026-07-01
commit 0.00 fix(memory): re-raise LLM extraction failures instead of ret Direct technical fix, informal tone, ref 2026-07-01
commit 0.00 docs(changelog): consolidate per-package changelogs into the Concise commit message, domain-specific, 2026-06-30
commit 0.00 Clean up release highlights copy and removing emdash from th Succinct summary with minor editing, typ 2026-06-29
commit 0.00 Revert "fix(memory): accept `llm` kwarg in sync Memory.add() Standard revert message matching typical 2026-06-29
commit 0.00 fix(memory): accept `llm` kwarg in sync Memory.add()/_create Human-style commit with co-author traile 2026-06-29
commit 0.00 docs: remove instructions for unavailable Cursor marketplace Concise docs update message, not AI-like 2026-06-29
commit 0.00 fix(azure-ai-search): validate filter value types and escape Brief, domain-specific fix summary with 2026-06-29
commit 0.00 fix(databricks): validate catalog/schema/table identifiers t Technical commit message using security 2026-06-29
commit 0.00 fix(cli-node): keep every result in `entity delete`, not jus Clear, direct commit summary, informal t 2026-06-29
commit 0.00 fix(ts): handle empty Google chat candidates (#5817) Short, technical bugfix message; no AI s 2026-06-29
commit 0.00 fix(faiss): normalize vectors for cosine distance strategy ( Technical fix using domain language, con 2026-06-29
commit 0.00 fix(cli): keep every result in `entity delete`, not just the Succinct commit message typical for huma 2026-06-29
commit 0.00 fix(cli): handle null memory fields in output formatters (#5 Concise, domain-specific commit; human s 2026-06-29
commit 0.00 fix(cli): reject invalid int config values without traceback Terse, technical commit message; human s 2026-06-29
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
pr 0.00 fix(memory): tolerate malformed fact-extraction shapes from Free-text is concise, technical, referen 2026-06-26
pr 0.00 fix(mem0): add test for issue #5869 Brief, template-driven, human-like PR wi 2026-07-01
pr 0.00 fix(mem0): add test for issue #5871 Short, direct, specific reference to bug 2026-07-01
pr 0.00 docs: navigation Brief, direct edit note, no AI phrasing 2026-06-26
pr 0.00 fix(memory): salvage truncated extractions + opt-in token-ra Domain-specific details and fragment, no 2026-06-08
pr 0.00 fix(memory): recover silently-dropped extractions via forced Issue discussion and domain notes; no AI 2026-06-07
pr 0.00 fix(plugin): parse Cursor role=assistant transcript entries Direct style, technical detail, no AI in 2026-06-30
pr 0.00 fix(ts-oss): isolate entity linking by scope Technical, concise, and domain-specific; 2026-06-30
pr 0.00 fix: detect and resolve conflicting memories during ADD extr Technical description with domain terms, 2026-06-30
pr 0.00 Revert "fix(memory): accept `llm` kwarg in sync Memory.add() Standard revert commit format, direct an 2026-06-29