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mem0ai/mem0

// all events — 2026-07-14

Type AI Score Description Actor Reason Date
commit 1.00 feat(vector-stores): add Databricks provider to TypeScript O Commit message contains explicit AI assi 2026-07-11
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
pr 0.20 feat(ts-sdk): add Chroma vector store Slightly summary-like but still direct, 2026-06-24
pr 0.20 fix(elasticsearch): set size=top_k on KNN search so results Mentions specific PRs/authors, summary s 2026-07-13
pr 0.20 docs: add Unstructured Transform MCP + Mem0 cookbook and not Human tone with optional offer and abbre 2026-07-12
pr 0.20 fix(mem0): add test for issue #6150 Similar template-style, terse test add; 2026-07-12
pr 0.20 fix(memory): defer langchain-core import in async procedural Somewhat formal but uses domain-specific 2026-06-28
pr 0.20 fix(memory): lazy-import langchain-core in async procedural Technical detail, references, and natura 2026-06-26
pr 0.20 feat(memory): expose opt-in OpenAI usage for OSS add Technical description with abbreviations 2026-06-12
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 feat(otel): first-party OpenTelemetry tracing for add and se Free-text is concise, technical, and con 2026-07-14
pr 0.10 Add Azure Cosmos DB No SQL Vector Search integration Technical, terse and standard structure, 2025-11-20
pr 0.10 fix: detect and resolve conflicting memories during ADD extr Technical, highlights implementation, no 2026-06-30
pr 0.10 fix(llms): honor OPENAI_BASE_URL in structured provider Domain-specific language and concise exp 2026-07-14
pr 0.10 feat(openclaw): make RECALL_TIMEOUT_MS configurable Uses common engineering language and dir 2026-07-14
pr 0.10 ci: add CI and CD workflows for kilo-plugin Concise, references user and PR context; 2026-07-14
pr 0.10 feat(kilo-plugin): add @mem0/kilo-plugin for cross-session m Domain-specific details and porting refe 2026-06-17
pr 0.10 fix(qdrant): validate existing collection dimensions Technical explanation and natural phrasi 2026-07-14
pr 0.10 feat(memory): restore custom_fact_extraction_prompt as a ful Brief, technical update with specific co 2026-07-13
pr 0.10 fix(server): scope auth DB sessions to prevent connection-po Direct technical diagnosis without AI ph 2026-07-11
pr 0.10 docs(rerankers): align reranker config docs with v3 SDK Technical doc context and verification s 2026-06-25
pr 0.10 docs: remove criteria retrieval docs for non-existent featur Clear changelog, references internal tra 2026-07-13
pr 0.10 fix(mem0-plugin): store assistant-authored summaries with ro Casual, customer-driven context, natural 2026-07-14
pr 0.10 docs: fold contextual-add into the Add concept page and redi Domain-specific detail and concise techn 2026-07-13
pr 0.10 feat(llms): add optional retry with backoff for LLM provider Technical summary with domain-specific j 2026-07-13
pr 0.10 fix(openclaw): make legacy recall timeout configurable Technical issue summary with specific mo 2026-07-14
pr 0.10 fix: Feature: portable session export/import on the core Mem Brief and typical issue fix format; no A 2026-07-10
pr 0.10 fix(opencode-plugin): use OpenCode project context and publi References prior PR, uses human shorthan 2026-06-30
pr 0.10 fix(embeddings): forward api_key to huggingface custom endpo Technical, concise, with domain-specific 2026-07-14
pr 0.10 fix(openclaw): make auto-recall timeout configurable Bullet list and technical config details 2026-07-14
pr 0.10 fix(memory): tokenize mixed-script text for BM25 References specific issues and scope; te 2026-07-14
pr 0.10 docs: add DaoXE OpenAI-compatible gateway LLM provider Summary is technical and concise, typica 2026-07-13
pr 0.10 fix(server): resolve Qdrant list tuple error and prevent con Technical breakdown with code-specific i 2026-06-13
pr 0.10 fix(mem0): add test for issue #6230 Test add, checklist style, and issue lin 2026-07-14
pr 0.10 docs: fix search result access in oss-v2-to-v3 migration gui Migration doc update with clear, technic 2026-07-14
pr 0.10 ci(server): publish mem0-api-server Docker image with semver Concise, technical summary; domain-speci 2026-06-01
pr 0.10 fix(litellm): route params through the shared reasoning-mode Informal reference to issue triage, tech 2026-07-11
pr 0.10 feat(client): make API-key ping optional and lazy Technical, concise, includes abbreviatio 2026-07-14
pr 0.10 fix(mem0): add test for issue #6118 Brevity, directness, and technical refer 2026-07-09
pr 0.10 fix(mem0): add test for issue #6183 Terse, task-focused, brief template answ 2026-07-12
pr 0.10 fix(core): carry updated_at into batch add history records Uses technical jargon and incomplete tem 2026-07-13
pr 0.10 fix(ts-oss/weaviate): return full payload from get() and lis Contains domain-specific details and hum 2026-07-13
pr 0.10 fix(ts-sdk): lazy-load SQLite native bindings Technical explanation with human-style c 2026-06-21
pr 0.10 feat(vector-stores): add TypeScript FAISS provider Brief, references user and repo context, 2026-07-08
pr 0.10 feat(memory): use native async OpenAI model calls Technical, uses abbreviations and human- 2026-07-06
pr 0.10 fix(memory): initialize entity store before delete/update cl Uses bullet points, terse, specific; fit 2026-06-16
pr 0.10 fix(memory): avoid silent memory loss when LLM prose contain Uses domain-specific terms and concise t 2026-06-29
pr 0.10 fix(upstash): escape quotes in filter values and validate fi Technical changelog with specific fixes; 2026-06-29
pr 0.10 fix(vector-stores): scope Pinecone delete_col()/reset() to n Domain-specific language, brief explanat 2026-07-13
pr 0.10 refactor(ts-sdk): lazy-load optional provider SDKs so import Casual and specific context breakdown, t 2026-07-13
pr 0.10 feat(ts-sdk): add AWS Bedrock embedding provider Straightforward explanation with specifi 2026-07-09
pr 0.10 fix(memory): don't let update() metadata overwrite user_id/a Casual tone, code context, human-like fo 2026-07-13
pr 0.10 fix(elasticsearch): set size on KNN search to respect top_k Technical fix described in domain terms, 2026-06-26
pr 0.10 fix(mem0-plugin): Windows compatibility for hooks and metada Technical focus, domain references, info 2026-07-13
pr 0.10 fix(redis): request updated_at in search/keyword_search retu Direct, context-aware, with domain refer 2026-07-13
pr 0.10 Update MiniMax default model to MiniMax-M3 Succinct and technical with human-like c 2026-07-09
pr 0.10 Update MiniMax default model to MiniMax-M3 Succinct and technical with human-like c 2026-07-13
pr 0.10 feat: upgrade MiniMax default model to M3 Concise, context-specific, with technica 2026-06-02
pr 0.10 feat: add MiniMax as a supported LLM provider (M2.7 default) Technical, domain-targeted, and straight 2026-03-13
pr 0.10 refactor(vector-stores): use Pydantic extra="forbid" instead Precise technical refactor description, 2026-07-13
pr 0.10 fix: honor auto_search setting in UserPromptSubmit hook Concise, technical fix, minimal and dire 2026-07-01
pr 0.10 feat(vector_stores): support chained comparison operators in Domain-specific content and casual techn 2026-03-29
pr 0.10 feat: add batch_add, batch_update, batch_delete to Memory an Technical, focused descriptions without 2026-04-13
pr 0.10 fix(mem0): add test for issue #6036 Technical, direct explanations with doma 2026-07-10
pr 0.10 fix(mem0): add test for issue #6059 Concise, issue-specific language with do 2026-07-10
pr 0.10 fix(server): add google-genai alongside google-generativeai Casual bug reference; terse, domain-spec 2026-07-12
pr 0.10 fix(memory): parse chatty JSON payloads Technical summary, informal and precise 2026-07-08
pr 0.10 fix(chroma): raise on unknown filter operator instead of sil Code-focused explanation; succinct and n 2026-07-12
pr 0.10 fix(llms/vllm): honor VLLM_BASE_URL when config value is uns Domain-specific and terse; no AI hallmar 2026-07-12
pr 0.10 fix: add entity_type merge gate to prevent same-name entity Technical, concise, and uses domain jarg 2026-06-11
pr 0.10 fix(mem0-plugin): honor MEM0_AUTO_SEARCH in Cursor file-read Bullet points, short lines, config refer 2026-07-12
pr 0.10 fix(mem0-plugin): honor MEM0_AUTO_SEARCH in on_user_prompt.s Brief, technical points; no AI signature 2026-07-12
pr 0.10 Refactor auth functions to use SessionLocal Refactor summary and technical explanati 2026-07-12
pr 0.10 fix(opensearch): list() without top_k no longer caps at 10 r Concise technical explanation with domai 2026-07-11
pr 0.10 fix(opensearch): list() without top_k returns all matches, n Consistently terse and domain-specific s 2026-07-08
pr 0.10 fix(plugin): read telemetry manifest as utf-8 Technical language, problem outlined wit 2026-07-11
pr 0.10 fix: force LF line endings on shell scripts and Dockerfiles Technical context, informal note to main 2026-05-04
pr 0.10 fix(memory): make process_telemetry_filters return tuple for Details a type inconsistency, uses direc 2026-07-09
pr 0.10 fix(memory): add lock to prevent entity store TOCTOU race co Technical and concise, references sync+a 2026-07-11
pr 0.10 fix(memory): return ([], {}) from process_telemetry_filters References call sites and unpacking; con 2026-07-11
pr 0.10 fix(client): send page/page_size as query params even when p Direct description of a specific bug, no 2026-07-11
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): include metadata keys in add() scope filters Technical content with domain jargon and 2026-06-20
pr 0.10 fix(memory): process_telemetry_filters always returns a 2-tu Terse bulleted list with abbreviations a 2026-07-11
pr 0.10 test(embeddings): rename gemini typo file and add langchain Brief informality, domain terms, and nat 2026-07-11
pr 0.10 Make OSS memory list fetch limit configurable Humanlike bullet points and use of direc 2026-07-11
pr 0.10 fix: avoid langchain dependency for async procedural memory Direct, focused bullet points and natura 2026-07-02
commit 0.00 docs: remove criteria retrieval docs for non-existent featur Standard concise commit message, domain- 2026-07-14
commit 0.00 refactor(sdk): remove dead retrieval_criteria parameter (#63 Conventional commit message, no AI indic 2026-07-14
commit 0.00 fix(mem0-plugin): store assistant-authored summaries with ro Technical fix message, specific role ref 2026-07-14
commit 0.00 docs: fold contextual-add into the Add concept page and redi Standard docs commit, precise change des 2026-07-14
commit 0.00 chore: update changelog, bump SDK versions to Python 2.0.12 Short changelog message, typical for hum 2026-07-13
commit 0.00 refactor(ts-sdk): lazy-load optional provider SDKs so import Technical refactor phrasing, terse and d 2026-07-13
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
pr 0.00 refactor(sdk): remove dead retrieval_criteria parameter Brief, informal sentence, no sign of AI 2026-07-14
pr 0.00 fix(ts-oss): handle prototype-named embedding cache keys Domain-specific, succinct, and not overl 2026-07-14
pr 0.00 feat: add Amazon Bedrock Knowledge Base vector store backend No free-text or generic AI signals, just 2026-07-11
pr 0.00 fix(embeddings/huggingface): forward api_key on base_url pat Free-text is truncated but technical and 2026-07-13
pr 0.00 feat(ts-sdk): support parameterized multilingual tokenizatio Uses technical language and references; 2026-07-13
pr 0.00 Add Oracle Vector Store Integration Technical description, domain jargon, an 2026-06-03
pr 0.00 feat(integrations): Zapier app + n8n community node for Mem0 Technical and terse; no signs of AI-gene 2026-07-02
pr 0.00 chore: update changelog, bump SDK versions to Python 2.0.12 Standard release PR, direct explanation, 2026-07-13
pr 0.00 feat(mem0-plugin): bound hosted memory requests Technical and concise explanation, no AI 2026-07-13
pr 0.00 fix(ts-oss/weaviate): run keyword BM25 over the lemmatized f Uses domain-specific terms and concise d 2026-07-13
pr 0.00 fix(ts-oss): set updatedAt on infer:false memories Technical fix explanation, minimal and d 2026-07-13
pr 0.00 fix(ts-oss/valkey): keep entity ids snake_case in returned p Technical explanation, typos, no AI hall 2026-07-12
pr 0.00 fix(ts-oss/memory): apply all operators in a compound field Highly technical, terse and domain-focus 2026-07-12
pr 0.00 fix(ts-oss): coerce non-string entity ids instead of crashin Technical code context, informal and dir 2026-07-12
pr 0.00 fix(ts-oss): deep-merge same-field operators in advanced met Technical, concise with code references 2026-07-12
pr 0.00 fix(ts-oss/redis): keep entity ids snake_case in returned pa Technical breakdown, domain abbreviation 2026-07-12