← back to report

mem0ai/mem0

// all events — 2026-07-10

Type AI Score Description Actor Reason Date
commit 1.00 fix(weaviate): don't write OutputData model fields as proper Commit message contains explicit AI assi 2026-07-10
commit 1.00 fix(ts-sdk): re-raise LLM extraction transport failures inst Commit message contains explicit AI assi 2026-07-10
commit 1.00 feat(ts-sdk): add AWS Neptune Analytics vector store (#5797) Commit message contains explicit AI assi 2026-07-10
commit 1.00 feat(ts-sdk): add AWS Bedrock LLM provider (closes #5765) (# Commit message contains explicit AI assi 2026-07-10
commit 1.00 feat(ts-sdk): add Vertex AI embedding provider (#5882) Commit message contains explicit AI assi 2026-07-09
commit 1.00 feat(mem0-ts): add Baidu vector store provider (#5790) Commit message contains explicit AI assi 2026-07-09
commit 1.00 feat(vector-stores): add Weaviate adapter to TypeScript OSS Commit message contains explicit AI assi 2026-07-08
commit 1.00 feat(ts-sdk): add Milvus vector store provider (closes #5774 Commit message contains explicit AI assi 2026-07-08
commit 1.00 feat(ts-sdk): add HuggingFace embedding provider (#6027) Commit message contains explicit AI assi 2026-07-08
commit 1.00 feat(ts-sdk): add Chroma vector store provider (#6145) Commit message contains explicit AI assi 2026-07-08
commit 1.00 feat(ts-sdk): add Sarvam LLM provider to OSS SDK (#6130) Commit message contains explicit AI assi 2026-07-08
commit 1.00 feat(ts-sdk): add Together LLM provider (#6049) Commit message contains explicit AI assi 2026-07-07
commit 1.00 feat(mem0-ts): add MongoDB vector store provider to OSS Type Commit message contains explicit AI assi 2026-07-07
commit 1.00 feat(ts-sdk): add Elasticsearch vector store provider (#5866 Commit message contains explicit AI assi 2026-07-07
commit 1.00 security: fix SQL and Cypher injection vulnerabilities in PG Commit message contains explicit AI assi 2026-07-07
commit 1.00 fix: encode dynamic URL path segments (#5963) Commit message contains explicit AI assi 2026-07-07
commit 1.00 feat(ts-sdk): add OpenSearch vector store (#5810) Commit message contains explicit AI assi 2026-07-07
commit 1.00 feat(ts-sdk): add Upstash Vector vector store (#5811) Commit message contains explicit AI assi 2026-07-06
commit 1.00 feat(ts-sdk): add Azure MySQL vector store (#5827) Commit message contains explicit AI assi 2026-07-06
commit 1.00 feat(vector-stores): add Turbopuffer provider to TypeScript Commit message contains explicit AI assi 2026-07-06
commit 1.00 feat: add Google Vertex AI Vector Search support to vector s Commit message contains explicit AI assi 2026-07-06
commit 1.00 feat(vector-stores): add Cassandra provider to TypeScript OS Commit message contains explicit AI assi 2026-07-06
commit 1.00 feat(ts-sdk): add FastEmbed embedding provider (#5862) Commit message contains explicit AI assi 2026-07-06
commit 1.00 feat(vector-stores): add Pinecone provider to TypeScript SDK Commit message contains explicit AI assi 2026-07-06
commit 1.00 Add Together embedder to TS SDK (#5989) Commit message contains explicit AI assi 2026-07-06
commit 1.00 feat(ts-sdk): add vLLM provider (#5805) Commit message contains explicit AI assi 2026-07-06
commit 1.00 Feat/valkey vector store (#5826) Commit message contains explicit AI assi 2026-07-06
commit 1.00 feat(vector-stores): add S3 Vectors provider to TypeScript O Commit message contains explicit AI assi 2026-07-06
commit 1.00 docs: show current benchmark numbers on memory evaluation pa Commit message contains explicit AI assi 2026-07-02
commit 1.00 fix(server): do not forward empty-string entity ids as filte Commit message contains explicit AI assi 2026-07-02
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
pr 0.35 Added GaussDB support for improved cloud database flexibilit Slightly more generic phrasing but still 2026-04-10
pr 0.30 fix(mem0): add test for issue #5869 'Adds test coverage...' phrasing mildly 2026-07-01
pr 0.30 fix(mem0): add test for issue #5871 Nearly identical pattern to #5, slightly 2026-07-01
pr 0.30 fix(mem0): add test for issue #5901 Direct, test-addition boilerplate, mildl 2026-06-30
pr 0.30 fix(mem0): add test for issue #5915 Similar phrasing to previous, generic bu 2026-06-30
pr 0.30 fix(mem0): add test for issue #5903 Test coverage phrase repeat, mildly form 2026-06-30
pr 0.30 fix(mem0): add test for issue #6118 Repetitive, formulaic but matches common 2026-07-09
pr 0.20 fix(anthropic): Remove sampling parameters when using new mo Mostly technical, though one slightly fo 2026-07-10
pr 0.20 feat(ts-sdk): add AWS Bedrock embedding provider Concise with SDK references, technical w 2026-07-09
pr 0.20 feat(ts-sdk): add AWS Bedrock LLM provider Somewhat formal but has clear structure 2026-07-09
pr 0.20 feat(ts-sdk): add AWS Bedrock LLM provider (closes #5765) Slightly more formal summary but contain 2026-06-26
pr 0.20 feat(ts-sdk): add Vertex AI embedding provider Technical explanation, specific feature, 2026-06-26
pr 0.15 fix(mem0): add test for issue #6013 Formulaic but standard for test PRs, not 2026-07-10
pr 0.15 fix(mem0): add test for issue #6036 Nearly identical to human-written test p 2026-07-10
pr 0.15 fix(mem0): add test for issue #6059 Test PR with brief, specific content; un 2026-07-10
pr 0.15 fix(mem0): add test for issue #6065 Patterned after standard test PRs; minim 2026-07-10
pr 0.15 fix(mem0): add test for issue #6085 Consistent template usage with straightf 2026-07-10
commit 0.10 feat(ts-sdk): add xAI (Grok) LLM provider to OSS SDK (#6115) Concise, domain-specific commit title; n 2026-07-07
pr 0.10 fix: add robust JSON repair for malformed LLM output Slightly formal summary, but domain-spec 2026-04-01
pr 0.10 fix: use OS-appropriate data directory instead of /tmp for v Detailed rationale and specific context 2026-04-01
pr 0.10 fix(ts/redis): return updated_at from OSS vector store searc Technical focus, domain terms, human str 2026-07-06
pr 0.10 fix(memory): remove_code_blocks must not crash on None or li References salvage, rebasing; reads as h 2026-07-10
pr 0.10 fix(ts-oss): mirror entity ids from filters into metadata fo Domain-specific terms and casual, incomp 2026-07-10
pr 0.10 feat(vector-stores): add Databricks provider to TypeScript O Concise, technical wording and use of do 2026-06-24
pr 0.10 fix(memory): raise structured ValidationError for invalid me Terse technical summary and specific ref 2026-06-27
pr 0.10 feat(integrations): Zapier app + n8n community node for Mem0 Technical, informal tone and brevity sug 2026-07-02
pr 0.10 fix(weaviate): don't write OutputData model fields as proper Direct, technical, and concise; filled w 2026-07-08
pr 0.10 fix(ts-sdk): re-raise LLM extraction transport failures inst Technical description with inline code r 2026-07-05
pr 0.10 feat(ts-sdk): add InvokeModelCommand support to AWS Bedrock Technical, reference to specific issues 2026-07-01
pr 0.10 docs: add a dedicated Memory Expiration page Domain-specific explanation, informal an 2026-07-09
pr 0.10 feat(ts-sdk): add AWS Neptune Analytics vector store Domain-specific terms and informal expla 2026-06-24
pr 0.10 fix(anthropic): honor response_format in generate_response ( Direct and technical language, issue-spe 2026-06-24
pr 0.10 fix(ts-oss): honor response_format in Anthropic generateResp Technical and repo-specific, not AI-like 2026-07-10
pr 0.10 fix(ts-oss): persist entity ids from filters in infer:false Concise, technical, not overly formal or 2026-07-10
pr 0.10 fix(memory): link entities for procedural memory in sync and Domain-specific and direct, lacks AI mar 2026-06-18
pr 0.10 feat: add memory compaction to reduce bloat Technical language, direct phrasing, not 2026-07-08
pr 0.10 fix(memory): configure spaCy model for retrieval Uses domain-specific language and concis 2026-06-21
pr 0.10 fix(ts-sdk): lazy-load SQLite native bindings Technical context and concise human-like 2026-06-21
pr 0.10 Fix stale Node SDK delete note and add TypeScript examples Succinct, domain-specific fix with infor 2026-07-08
pr 0.10 Clarify embedder environment variables and dimension alignme Domain-specific and succinct, with some 2026-07-08
pr 0.10 Assert clear Cohere reranker error when API key is missing Technical, concise, and uses human proje 2026-07-08
pr 0.10 Assert clear Pinecone error when API key is missing Specific technical language and minimali 2026-07-08
pr 0.10 Document history store lifecycle and paths Domain-specific content and focused, inf 2026-07-08
pr 0.10 Add delete step to Python OSS quickstart Project-specific context and concise, na 2026-07-08
pr 0.10 feat(mem0-ts): add Baidu vector store provider Domain-specific, informal phrasing, mini 2026-06-23
pr 0.10 docs(ts-sdk): use dimension config option instead of embeddi Concise description, minimal template us 2026-07-09
pr 0.10 docs: replace em-dashes in reranker docs with sentence-appro Issue reference and rationale written in 2026-07-09
pr 0.10 feat(oss): add reranker + per-search rerank to the TypeScrip Uses brief domain-specific jargon and in 2026-07-02
pr 0.10 docs: replace em-dashes with sentence-appropriate punctuatio Brief, technical language, no AI hallmar 2026-07-09
pr 0.10 fix(ts-oss): mirror entity ids from filters into metadata fo Very technical, informal tone in descrip 2026-07-09
pr 0.10 fix(embeddings): size Vertex AI batches by model family Precise technical update, informal, doma 2026-07-09
pr 0.10 fix(vector-stores): Supports milvus versions below 2.5 Includes a URL, concise technical style, 2026-07-09
pr 0.10 feat(oss): accept `text` in Memory.update(), deprecate `data Explains a deprecation with specific con 2026-07-02
pr 0.10 fix(server): resolve Qdrant list tuple error and prevent con Technical jargon and concise bug summary 2026-06-13
pr 0.10 feat(vector-stores): add TypeScript FAISS provider Brief, technical content with domain ref 2026-07-08
pr 0.10 docs: update README benchmarks to current temporal-reasoning Human-like references to issues and clea 2026-07-09
pr 0.10 feat(ts-sdk): add Chroma vector store Enumerated technical points and abbrevia 2026-07-07
pr 0.10 fix(azure-mysql): bind native scalars for JSON_EXTRACT filte Domain-specific language; focused, terse 2026-07-09
pr 0.10 fix(proxy): pass entity ids via filters and read search resu Technical detail and terse format; human 2026-07-09
pr 0.10 fix(memory): make process_telemetry_filters return tuple for Terse, technical and references a specif 2026-07-09
pr 0.10 docs: add TokenLab OSS configuration example Concise changelog, domain terms, no AI s 2026-07-09
pr 0.10 docs: add TokenLab OSS configuration example Concise changelog, domain terms, no AI s 2026-07-08
pr 0.10 Update MiniMax default model to MiniMax-M3 Brief changelog; clear domain context; h 2026-07-09
pr 0.10 fix(memory): guard remove_code_blocks against None content Technical explanation; precise error ref 2026-07-09
pr 0.10 feat: add OrcaRouter as LLM provider for Python and TypeScri Description is informal and references P 2026-07-07
pr 0.10 chore: refactor memory main py file Direct, minimal, and domain-specific fre 2026-06-21
pr 0.10 fix(elasticsearch): set size on KNN search to respect top_k Technical, terse, and includes unfinishe 2026-06-26
pr 0.10 fix(pi-agent-plugin): tag global-scope adds so they stay sea Technical explanation, concise, domain-s 2026-07-09
pr 0.10 Stop evaluating Memory's default MemoryConfig at import time Direct, technical language and explicit 2026-07-09
pr 0.10 feat(bedrock): add configurable boto3 client (timeouts + ret Direct, technical, with project-specific 2026-06-25
pr 0.10 feat(opensearch): add configurable client timeout and honor Technical, concise, with domain referenc 2026-06-25
pr 0.10 fix: validate non-empty messages in Memory.add() to prevent Description is concise, technical, and i 2026-03-19
pr 0.10 feat(vector-stores): add Weaviate adapter to TypeScript OSS Concise and technical, uses SDK-specific 2026-06-24
pr 0.10 feat(ts-sdk): add HuggingFace embedder Bullet list, technical terms, informal/t 2026-07-02
pr 0.10 feat(ts-sdk): add Milvus vector store provider (closes #5774 Bullet points, domain language, not over 2026-06-26
pr 0.10 feat(ts-sdk): add Chroma vector store Enumerated technical points and abbrevia 2026-07-07
pr 0.10 feat(ts-sdk): add HuggingFace embedding provider Terse, technical, domain-jargon, no AI h 2026-06-26
pr 0.10 feat(ts-sdk): add HuggingFace embedding provider Terse, technical, domain-jargon, no AI h 2026-07-01
pr 0.10 feat(ts-sdk): add Chroma vector store provider Concise entry, technical and domain-spec 2026-07-08
pr 0.10 feat(ts-sdk): add Sarvam LLM provider to OSS SDK Typical template usage, concise technica 2026-07-07
pr 0.10 feat(ts-sdk): add Chroma vector store Enumerated technical points and abbrevia 2026-06-24
commit 0.00 fix(anthropic): Remove sampling parameters when using new mo Terse, technical commit message with typ 2026-07-10
commit 0.00 fix(vector-stores): improve milvus wildcard search (#6187) Brief, technical fix commit with human p 2026-07-10
commit 0.00 docs: correct custom categories, per-call custom_categories Short, issue-focused commit typical of h 2026-07-10
commit 0.00 docs: add a dedicated Memory Expiration page (#6194) Direct, descriptive commit; no AI phrasi 2026-07-10
commit 0.00 fix(core): coerce non-string entity ids instead of crashing Technical, typo-aware; matches natural h 2026-07-10
commit 0.00 fix(core): don't require langchain-core for default async pr Informal and concise; fits normal human 2026-07-10
commit 0.00 Fix stale Node SDK delete note and add TypeScript examples ( Brief, domain-specific commit message wi 2026-07-09
commit 0.00 docs(ts-sdk): use dimension config option instead of embeddi Technical jargon, concise changelog, no 2026-07-09
commit 0.00 docs: replace em-dashes in reranker docs with sentence-appro Short doc edit description, typical huma 2026-07-09
commit 0.00 feat(oss): add reranker + per-search rerank to the TypeScrip Terse feature description, domain specif 2026-07-09
commit 0.00 docs: replace em-dashes with sentence-appropriate punctuatio Direct doc edit wording, no AI signs. 2026-07-09
commit 0.00 feat(oss): accept `text` in Memory.update(), deprecate `data Succinct, domain-specific, no hallmarks 2026-07-09
commit 0.00 docs: update README benchmarks to current temporal-reasoning Straightforward docs update message, hum 2026-07-09
commit 0.00 fix(mem0-ts): patch fast-xml-parser and tar transitive CVEs Terse commit message, natural for humans 2026-07-08
commit 0.00 docs: remove duplicate multimodal page and normalize em/en-d Commit message is concise, domain-specif 2026-07-06
commit 0.00 fix(transformers): upgrade to >=5.3.0 (GHSA-29pf-2h5f-8g72 / Direct, technical commit message with ty 2026-07-06
commit 0.00 fix(vector-stores): prevent unhandled promise rejection in S Technical jargon and direct bugfix descr 2026-07-06
commit 0.00 fix(elasticsearch): validate filter keys and values to preve Succinct, technical commit message; huma 2026-07-02
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
pr 0.00 fix: Feature: portable session export/import on the core Mem Very minimal, domain-specific language; 2026-07-10
pr 0.00 fix(mem0): add test for issue #6101 Extremely brief, to-the-point, and domai 2026-07-09
pr 0.00 fix(vector-stores): improve milvus wildcard search Direct style, imperfect grammar signals 2026-07-09
pr 0.00 docs: correct custom categories, per-call custom_categories Very terse, domain-specific, non-AI phra 2026-07-10
pr 0.00 fix(core): coerce non-string entity ids instead of crashing Uses technical detail and domain languag 2026-07-10
pr 0.00 fix(core): don't require langchain-core for default async pr Technical, to-the-point wording; no gene 2026-07-10
pr 0.00 fix(ts-oss): raise EmbeddingError on partial embed failure i Contains technical summary and domain-sp 2026-06-14
pr 0.00 feat(ts): add AWS Bedrock embedding provider Detailed, targeted, full of code context 2026-06-25
pr 0.00 feat(openclaw): implement MemorySearchManager for wiki share Direct, brief, with repo/domain-specific 2026-07-10
pr 0.00 fix(core): eliminate N redundant vector_store.get() calls in Technical breakdown with specific method 2026-06-25
pr 0.00 fix(llms/together): strip temperature/top_p for reasoning mo Bullet points and terse language; no AI 2026-07-10
pr 0.00 fix(llms/litellm): strip temperature/top_p for reasoning mod Technical domain specifics, concise, and 2026-07-10
pr 0.00 fix(openmemory): honor LLM/EMBEDDER env vars in the default Direct mention of technical problem and 2026-07-10
pr 0.00 fix(mem0-plugin): make Codex lifecycle hooks work on native Template structure; body is technical, t 2026-07-09
pr 0.00 Minimal OSS add/search/delete example script Consists of brief, technical, informal f 2026-07-08
pr 0.00 feat(memory): expose opt-in OpenAI usage for OSS add Template format; content has realistic t 2026-06-12
pr 0.00 fix(ts-oss): preserve filter entity ids without inference Only template; lacks actual substantive 2026-07-09
pr 0.00 fix(mem0-ts): patch fast-xml-parser and tar transitive CVEs Casual, direct style; mentions dependabo 2026-07-08
pr 0.00 fix(memory): remove_code_blocks must not crash on None or li Dense technical detail, terse explanatio 2026-07-08
pr 0.00 fix(memory): parse chatty JSON payloads Compact, technical language and clear ch 2026-07-08