← back to report

mem0ai/mem0

// all events — 2026-07-05

Type AI Score Description Actor Reason Date
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
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
pr 0.20 fix(claude-code-plugin): respect auto_search setting in hook Slightly more formal but technical, like 2026-07-03
pr 0.20 docs: split merged reranker llms index entries Brief, specific, mentions repository ana 2026-07-02
pr 0.20 docs: clarify Platform and OSS REST API surfaces Technical, domain-specific, no clear AI 2026-07-02
pr 0.20 test(ts-oss): lock entity substring dedup regression Technical, short, to the point, linked t 2026-07-02
pr 0.20 fix(server): do not forward empty-string entity ids as filte Semi-formal but technical, some minor te 2026-06-29
pr 0.20 fix(ts-oss): avoid redundant reads during deleteAll Cites issue linkage, domain-specific det 2026-07-02
pr 0.20 feat(oss): accept `text` in Memory.update(), deprecate `data References internal tracking, concrete t 2026-07-02
pr 0.20 docs: add subtle GitHub star nudges at OSS win-moments Slightly more polished, but colloquial v 2026-06-27
pr 0.15 Add Azure Cosmos DB No SQL Vector Search integration Technical summary, truncated, no AI hall 2025-11-20
pr 0.10 Refactor vector store configs to natively use Pydantic's ext Free-text uses technical detail and typi 2026-07-05
pr 0.10 feat(ts-oss): add Qdrant server-side BM25 keywordSearch() + Domain-specific abbreviations and detail 2026-06-25
pr 0.10 fix(ts-sdk): re-raise LLM extraction transport failures inst Technical explanation with domain detail 2026-07-05
pr 0.10 test(vector_stores): add unit test coverage for S3Vectors, T Direct, technical language typical of hu 2026-06-27
pr 0.10 fix(core): eliminate N redundant vector_store.get() calls in Technical but concise and informal; no A 2026-06-25
pr 0.10 feat(embeddings): native embed_batch for FastEmbed Terse, technical, includes domain jargon 2026-07-05
pr 0.10 fix(openmemory): list_memories passes user_id via filters to Uses bullet points and domain specifics 2026-07-05
pr 0.10 chore: cleanup typo test and add langchain embedding tests ( Concise technical language, some truncat 2026-07-04
pr 0.10 fix(openmemory): use top_k for MCP memory search Mentions issue tracking, concise human-l 2026-07-04
pr 0.10 fix: detect and resolve conflicting memories during ADD extr Specific domain language, no excessive p 2026-06-30
pr 0.10 fix: change VectorStoreConfig.config from Optional[Dict] to Technical specificity and context; no AI 2026-07-04
pr 0.10 feat(embeddings): add native embed_batch to FastEmbed provid Uses technical jargon and terse style; l 2026-07-04
pr 0.10 fix(llms): classify gpt-5 dash family (gpt-5-mini) as reason Uses bullet points and issue references, 2026-07-04
pr 0.10 fix(openmemory): validate ollama_base_url to prevent SSRF Concise security-focused summary, custom 2026-07-04
pr 0.10 fix(ts): bump openai to v5+ for happy-eyeballs/IPv4 fallback Technical summary and context; not AI-ge 2026-07-04
pr 0.10 fix: correct Ollama embeddings endpoint in TypeScript SDK Direct technical correction, specific en 2026-07-04
pr 0.10 fix: correct Ollama embeddings endpoint in TypeScript SDK Direct technical correction, specific en 2026-07-04
pr 0.10 fix: validate non-empty messages in Memory.add() to prevent Explains bug and effect with domain term 2026-03-19
pr 0.10 feat: add Voyage AI embedding provider for OSS mode PR details features concisely; typical h 2026-06-12
pr 0.10 fix(mem0): support Manifest infer true setup Technical, terse; includes domain refere 2026-06-25
pr 0.10 feat: support llm, rerank, and embedding modules using model Direct feature summary, technical, not A 2026-04-01
pr 0.10 feat: add self-hosted mem0 MCP bridge Technical terms and incomplete sentences 2026-07-03
pr 0.10 fix: align OpenMemory MCP server calls with current mem0 cli Domain-specific references and concise t 2026-07-03
pr 0.10 fix(mem0): add test for issue #5903 Terse, template-driven and minimal human 2026-06-30
pr 0.10 fix(mem0): add test for issue #5915 Template-driven, domain-specific, and co 2026-06-30
pr 0.10 fix(mem0): add test for issue #5901 Brief, technical, and uses repo conventi 2026-06-30
pr 0.10 fix(mem0): add test for issue #5871 Human-written, terse, and follows PR tem 2026-07-01
pr 0.10 fix(mem0): add test for issue #5869 Short, domain-specific, and natural for 2026-07-01
pr 0.10 fix: mount Qdrant volume at /qdrant/storage in OpenMemory do Technical explanation and incomplete sen 2026-07-03
pr 0.10 fix: persist and return updated config in OpenMemory PUT /ap Technical, terse, with concise domain-fo 2026-07-03
pr 0.10 fix: support GPT-5 completion token parameter Specific, technical, and slightly inform 2026-04-26
pr 0.10 fix(oss): resolve vector store dimension from snake_case con Concise technical phrasing with abbrevia 2026-06-13
pr 0.10 fix(vector-stores/vertex): size list() zero-vector to config Short bulleted summary, domain-specific 2026-07-03
pr 0.10 fix(vector-stores/s3): don't cap server fetch by top_k when Terse, technical bullet points, no AI st 2026-07-03
pr 0.10 feat(integrations): Zapier app + n8n community node for Mem0 Technical details and incomplete free-te 2026-07-02
pr 0.10 feat(memory): add file ingestion via Memory.add(file=...) Domain-specific, concise; uses compact e 2026-07-02
pr 0.10 fix(server): parse generated instructions by line markers Terse, direct technical writing; no AI h 2026-07-03
pr 0.10 fix(ts): use match-all Redis query for empty filters Concise technical points, abbreviations, 2026-07-03
pr 0.10 fix(llms): rewrite assistant as whole word for Azure Technical, with domain-specific terminol 2026-07-03
pr 0.10 feat(ts-sdk): add Together LLM provider Straightforward, tech details, some abbr 2026-07-02
pr 0.10 feat(ts-sdk): add Valkey vector store Short, domain-specific summary, no AI si 2026-07-03
pr 0.10 feat(mem0-ts): add MongoDB vector store provider to OSS Type Technical, uses domain terms; PR templat 2026-06-23
pr 0.10 fix(cli-node): align delete-all agent envelope Informal, references campaign context; h 2026-07-02
pr 0.10 fix(memory): avoid silent memory loss when LLM prose contain Technical fix with real-world LLM contex 2026-06-29
pr 0.10 fix(server): show all visible request-log auth modes Discovery reasoning, short sentences; no 2026-07-02
pr 0.10 fix(vector-stores/redis): return updated_at from search() an Direct, minimal, and technical; no AI ha 2026-07-02
pr 0.10 fix(openmemory): bound backup import archive size Technical, specific, concise; lacks AI p 2026-07-02
pr 0.10 test(server): add regression tests for empty-string entity i Direct, technical focus, casual tone; no 2026-07-02
pr 0.10 fix(server): ignore empty-string entity ids when building me Domain-specific abbreviations and typos 2026-06-29
pr 0.10 fix(memory): surface partial embedding failures with an erro Uses domain language and concise bug exp 2026-06-15
pr 0.10 security: fix SQL and Cypher injection vulnerabilities in PG Security-related fix with domain referen 2026-04-17
pr 0.10 fix(memory): AsyncMemory.reset() uses VectorStoreFactory.res Direct technical explanation, clear huma 2026-07-01
pr 0.10 fix(memory): initialize entity store before delete/update cl Bullet points and domain language; infor 2026-06-16
pr 0.10 docs: show current benchmark numbers on memory evaluation pa Domain references and review context; no 2026-07-02
pr 0.10 feat(oss): add reranker + per-search rerank to the TypeScrip Detailed SDK feature update in domain te 2026-07-02
pr 0.10 fix(opencode-plugin): use OpenCode project context and publi Direct technical PR, references, and con 2026-06-30
pr 0.10 fix: avoid langchain dependency for async procedural memory Concise, technical, uses abbreviations l 2026-07-02
pr 0.10 fix: extract JSON after brace-containing prose Technical language and terse summary; hu 2026-07-02
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(memory): paginate delete_all so it does not stop at the Technical, problem-focused, domain-speci 2026-06-28
pr 0.10 fix(ts-oss): omit empty Azure AI Search filters PR content is terse and domain-specific 2026-07-02
pr 0.10 [codex] Fix provider config merge on provider change Uses clear, technical, and specific lang 2026-06-26
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 fix(llms): anchor Azure assistant keyword rewrite on word bo Technical phrasing, brief bullet, no AI- 2026-07-02
pr 0.10 feat(ts): add AWS Bedrock embedding provider Project jargon, technical content, and n 2026-06-25
pr 0.10 fix(llms): anchor Azure assistant keyword rewrite on word bo Technical phrasing, brief bullet, no AI- 2026-07-01
pr 0.10 fix(memory): recover JSON when LLM wraps it in brace-contain Technical explanation, domain phrasing, 2026-07-02
pr 0.10 feat(ts-sdk): add HuggingFace embedder Domain-specific language and minimal sty 2026-07-02
pr 0.10 fix(ts): include custom filters in session scope Concise explanation with technical detai 2026-06-25
pr 0.10 feat(mem0-ts): add Baidu vector store provider Specific technical description; no gener 2026-06-23
pr 0.10 fix: use persistent platform-appropriate dirs instead of /tm Technical, human-style explanation with 2026-03-26
pr 0.10 feat(vector-stores): add Dakera self-hosted persistent memor Domain-specific, references product, con 2026-07-01
pr 0.10 docs: fix typos and grammar errors across docs Describes edits humanly, with realistic 2026-07-01
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 [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(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 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
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
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
pr 0.00 Upgrade. MeM0 No substantive free-text; all template, 2026-07-05
pr 0.00 fix(memory): tolerate malformed fact-extraction shapes from Free-text is concise, technical, referen 2026-06-26
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