Compare commits

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Author SHA1 Message Date
kartik-mem0 d5b041e942 fix(memory): handle block-list content in remove_code_blocks
A custom LangChain LLM passed to AsyncMemory._create_procedural_memory
returns AIMessage.content, which is str | list[str | dict]. Providers
that emit content blocks hit content.strip() on a list and raised
AttributeError.

remove_code_blocks already normalized None, so the list case is handled
in the same guard rather than at the single call site.

Closes #6150
2026-08-13 17:23:37 +05:30
KartikandGitHub 96d45b78c7 fix(mem0-plugin): drop unused pytest import breaking make lint on main (#6937) 2026-08-13 16:51:01 +05:30
HimanshuandGitHub ba2fb9f4c3 feat(kimi): Mem0 plugin for Kimi Code (MCP + skills + auto-capture) (#6919) 2026-08-13 16:15:04 +05:30
KartikandGitHub 14c431735b fix(cli): surface agent_custom_instructions on add in both CLIs (#6910) 2026-08-12 20:08:34 +05:30
Anas KhanandGitHub d70cc00ab3 docs(components): point config links to provider overviews (#6126)
Signed-off-by: Anas Khan <83116240+anxkhn@users.noreply.github.com>
2026-08-12 16:11:46 +05:30
KartikandGitHub c427a453a8 docs(changelog): backfill Python v2.0.18 and TypeScript v3.1.6 SDK entries (#6918) 2026-08-12 00:25:18 +05:30
KartikandGitHub f5b4300449 docs: redirect deprecated OSS graph memory page to platform graph memory (#6914) 2026-08-12 00:25:02 +05:30
KartikandGitHub 71f2ebefa3 fix(memory): escape delimiters when building the session scope key (#6892) 2026-08-11 23:23:55 +05:30
Hrushikesh YadavandGitHub 35a125585e fix(pgvector): raise ValueError when 'in'/'nin' filter value is not a list (#6879) 2026-08-11 20:15:07 +05:30
Harsh Vardhan GuptaandGitHub 4debc58a83 fix(security): patch 8 HIGH + 18 MEDIUM Vanta vulnerabilities across 4 pnpm workspaces (#6847) 2026-08-07 19:04:33 +05:30
mintlify[bot]GitHubmintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
b42cfdd5c8 Fix broken links: unblock link check in oracledb.mdx (#6849)
Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
2026-08-07 18:16:06 +05:30
Elif Sema BalciogluandGitHub 6fe6140dba fix(vector-stores/oracledb): Fix accuracy bug (#6848) 2026-08-07 18:07:12 +05:30
Diwakar Ray YadavandGitHub b05dc2740f docs(memory): note filters-based scoping for search/get_all on add() (#6758) 2026-08-07 14:03:09 +05:30
KartikandGitHub 4a0a9a92a6 fix(ts-oss, py): release Oracle client on init failure, validate insert batches (#6839) 2026-08-06 18:16:25 +05:30
KartikandGitHub beea626f0a perf(ts-oss): cut Oracle vector store round trips per review feedback (#6835) 2026-08-06 15:12:14 +05:30
3f39fba28f fix(n8n): MIT license + themed icons for verified-node vetting (#6804)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-08-06 00:00:13 +05:30
Saket AryanandGitHub 12c47f5249 feat(sdk, docs): expose agent_custom_instructions for agent-scoped extraction (#6809) 2026-08-05 22:12:10 +05:30
KartikandGitHub 3f717e5459 docs: frame graph memory as a Platform feature, removed from OSS (#6808) 2026-08-05 18:17:07 +05:30
KartikandGitHub 18021dd106 feat(ts-oss): add Oracle AI Vector Search vector store (#6690) 2026-08-05 10:55:33 +05:30
pratikandGitHub fad0e0e415 fix(ts-sdk): await identity before building project-scoped URLs (#6802) 2026-08-04 16:31:18 -07:00
KartikandGitHub 1112be3e5e chore(release): bump SDK, CLI, and plugin versions (#6800) 2026-08-05 00:16:26 +05:30
pratikandGitHub 6052252250 fix(ts-sdk): take /v1/ping/ off the request critical path (#6788) 2026-08-04 10:37:50 -07:00
mintlify[bot]GitHubmintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
deca4bd3a5 SEO & metadata audit: trim Dream page description under 160 chars (#6793)
Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
2026-08-04 14:18:56 +00:00
4cfcd0241a docs: add Dream feature page (#6689)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-08-04 19:45:07 +05:30
HimanshuandGitHub b54710a3c3 fix(zapier): require user_id on Add Memory (#6790) 2026-08-04 18:49:35 +05:30
HimanshuandGitHub 4cfa98f626 chore(n8n): route package contact to integrations@mem0.ai (#6791) 2026-08-04 17:39:20 +05:30
b830b99abe fix(ts-oss): strip identity scope from add() metadata (#6377)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-08-04 17:11:50 +05:30
Abhinav SinghandGitHub 45208feebb fix(memory): stop add() metadata from setting a memory's identity scope (#6656) 2026-08-04 16:46:47 +05:30
Hrushikesh YadavandGitHub 3ac9ba4b50 fix(upstash): escape quotes in filter values and validate filter types (#5981) 2026-08-04 15:16:24 +05:30
HimanshuandGitHub 965140eb19 fix(zapier): add root index.js entry shim so deployed app resolves (#6789) 2026-08-04 12:48:46 +05:30
6e6f5b8d59 docs(temporal): clarify feature behavior and usage (#6780)
Co-authored-by: Soumil Rathi <soumilrathi@gmail.com>
2026-08-03 11:42:43 -07:00
KartikandGitHub dd54e387de docs(openapi): document limit param and error responses on GET /v1/memories/ (#6779) 2026-08-03 23:56:12 +05:30
KartikandGitHub fd32b980b4 docs(openapi): complete parameter and description coverage for current v1 memory routes (#6775) 2026-08-03 23:41:24 +05:30
KartikandGitHub 21aae599be feat(cli): remove mem0 version subcommand from md files and fix help --json in the Python CLI (#6773) 2026-08-03 08:59:47 -07:00
Harsh Vardhan GuptaandGitHub ea6fd3b457 docs: correct add-memories endpoint to /v3/memories/add/ in entity-scoped memory guide (#6774) 2026-08-03 21:05:50 +05:30
KartikandGitHub 8ca9a0f2c0 fix: OSS Python SDK hygiene batch, 9 small bug fixes (#6770) 2026-08-03 20:36:28 +05:30
KartikandGitHub 5f77d86caf docs: correct openapi.json against live API behavior (#6771) 2026-08-03 20:36:14 +05:30
Abhay SinghandGitHub 9ef409222f fix(ts-oss/redis): fall back to "*" for empty or all-null filters (#6014) 2026-08-03 20:02:45 +05:30
KartikandGitHub c90bdbdce0 feat(cli): Platform option parity across Python and Node CLIs (MEM-5893) (#6696) 2026-08-03 17:10:44 +05:30
KartikandGitHub 50bdaaea0c chore: bump versions and update changelog for Python 2.0.15, TypeScript 3.1.3, and plugin releases (#6715) 2026-08-01 20:26:31 +05:30
mintlify[bot]andGitHub 38e47ac261 Fix grammar & typos: repair broken code fences in Python quickstart (#6709) 2026-07-31 18:17:39 -07:00
Deshraj YadavandGitHub d06ea1875c Update docs: Improve getting started section (#6707) 2026-07-31 16:09:00 -07:00
c2c3a12838 fix: delete_all now drains all pages, not just the first batch (close… (#4872)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-08-01 02:25:19 +05:30
KartikandGitHub 07e58c54ae fix: align default model names with SDK defaults (#6704) 2026-08-01 01:30:57 +05:30
KartikandGitHub cf3355e2ca fix(reranker): align llm_reranker default model with SDK default (#6703) 2026-08-01 01:04:08 +05:30
54328ffd97 fix(memory): paginate delete_all across vector store pages (#6636)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-08-01 00:20:37 +05:30
KartikandGitHub 29fa41558c fix(vector-stores): Supabase 1000-row cap, RLS init probe, and col_info crash (#6695) 2026-07-31 20:36:41 +05:30
AariandGitHub 8d45fb3c9a fix(elasticsearch): set size on KNN search to respect top_k (#5910) 2026-07-31 20:32:27 +05:30
KartikandGitHub 760dca6f39 docs(platform): correct 34 audited API discrepancies across platform docs (#6466) 2026-07-30 22:52:42 +05:30
74f6dc6f0d feat(ts-oss): add Qdrant server-side BM25 keywordSearch() + filter indexes (#5851)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-30 15:34:00 +05:30
Abhay SinghandGitHub bcca72e3f0 fix(ts-oss/together): honor TOGETHER_API_BASE in the embedder (#6572) 2026-07-30 15:29:05 +05:30
9c2d6222ce fix(security): patch 32 HIGH + 57 MEDIUM Vanta vulnerabilities across 6 pnpm workspaces (#6639)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-30 15:20:13 +05:30
KartikandGitHub 790e190486 chore(n8n): release 0.1.1 via CD for npm provenance (#6685) 2026-07-30 13:54:37 +05:30
d4869d24ec feat(integrations): n8n community node for Mem0 (#6517)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-29 23:03:03 +05:30
KartikandGitHub 1ac3aa7256 fix(zapier): raise the add_memory poll budget past the real API latency tail (#6680) 2026-07-29 21:32:22 +05:30
e168d48e04 feat(integrations): Zapier app for Mem0 (#6518)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-29 20:56:44 +05:30
KartikandGitHub ea2ee07586 chore: remove OpenMemory from the monorepo (#6530) 2026-07-29 15:10:32 +05:30
KartikandGitHub 540d23d610 docs: serve an unconditioned favicon at the docs domain root (#6649) 2026-07-29 00:07:35 -07:00
KartikandGitHub 3274390f82 docs: redirect /integrations/keywords to /integrations/respan (#6648) 2026-07-28 23:57:37 -07:00
KartikandGitHub b357a5a1b0 chore(release): Python SDK v2.0.14, TypeScript SDK v3.1.2 (#6589) 2026-07-25 17:51:48 +05:30
Hrushikesh YadavandGitHub d653b63fac fix(milvus): guard text field in update() with _has_bm25_schema check (#5705) 2026-07-24 18:27:54 +05:30
Abhay SinghandGitHub cc4671579f fix(ts-oss/cassandra): apply every operator in a compound field filter (#6511) 2026-07-24 18:26:10 +05:30
01afdde3e7 salvage: fix(opensearch) re-raise search errors (credit @yashwanth123 #6477) (#6519)
Co-authored-by: yashwanth123 <yashwanth123@users.noreply.github.com>
2026-07-24 18:19:26 +05:30
d6d89c987b Add Oracle Vector Store Integration (#5358)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-23 21:30:01 +05:30
KartikandGitHub c2150e8f1a docs: SEO and AEO updates for the memory expiration page (#6535) 2026-07-23 20:46:29 +05:30
microblueyandGitHub 19c7bb84a2 fix(ts-oss/chroma): stop dropping filter conditions in where-clause translation (#6521) 2026-07-23 20:07:19 +05:30
Abhishek ChauhanandGitHub e6281ab724 fix(ts-oss): forward responseFormat to Gemini in generateResponse (#6468) 2026-07-23 19:48:33 +05:30
Rod BoevandGitHub a71d7bdbe3 fix(dashboard): clear the LLM API key on provider change (#6475) 2026-07-23 19:44:54 +05:30
microblueyandGitHub 56ec7d20f1 fix(vector_stores/opensearch): translate the '*' wildcard to an exists query for every key (#6522) 2026-07-23 19:41:09 +05:30
Abhay SinghandGitHub ca2abca2b8 fix(ts-oss/milvus): skip '*' wildcard filter values instead of matching literally (#6508) 2026-07-23 00:41:45 +05:30
Abhay SinghandGitHub 0e582adc6c fix(ts-oss/anthropic): find the text block in no-tools responses (#6506) 2026-07-23 00:40:40 +05:30
9caffeaa7b fix(ts-sdk): use textLemmatized for BM25 keyword search on Milvus, OpenSearch, and MongoDB (#6497)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-23 00:39:18 +05:30
a58e0586ad fix(vector_stores/opensearch): honor all filter keys instead of a hardcoded identity-key list (#6454)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-23 00:24:16 +05:30
microblueyandGitHub a9cb4bb644 fix(vector_stores/chroma): stop dropping filter conditions in where-clause translation (#6452) 2026-07-23 00:22:10 +05:30
Gyubin SonandGitHub 7bf84b8d38 fix: drop unused vector column from pgvector get() and list() queries (#6483) 2026-07-23 00:11:40 +05:30
KartikandGitHub 5e7adc4d12 chore: update changelog, bump versions to Python 2.0.13, TypeScript 3.1.1, OpenCode plugin 0.2.2 (#6504) 2026-07-22 23:27:47 +05:30
Ayaan GazaliandGitHub 14393b5962 fix(llms/anthropic): find the text block in no-tools responses instead of indexing content[0] (#6481) 2026-07-22 21:34:48 +05:30
f590c9596a fix(ts-oss/baidu): convert L2 distance to similarity score in search() (#6485)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-22 20:37:12 +05:30
KartikandGitHub dd5f7e39a8 ci: infer component labels for issues filed without the form (#6471) 2026-07-21 21:39:00 +05:30
KartikandGitHub 70ab76a053 ci: fix silently-broken issue labeling and add PR labeling (#6470) 2026-07-21 18:47:39 +05:30
2af3a72f73 Remove redundant check for api_key attribute (#6460)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-21 17:47:25 +05:30
8005e18aec fix(qdrant): actually clear points on reset() for local Qdrant (#6412)
Co-authored-by: freya0926 <299410795+freya0926@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-21 13:04:47 +05:30
39551145b8 fix(ts-oss): coerce non-string entity ids instead of crashing on trim() (#6263)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-21 12:48:15 +05:30
c2bc28e589 fix(memory): don't let update() metadata overwrite user_id/agent_id/run_id (#6278)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-21 12:44:22 +05:30
KartikandGitHub fec2fe6a2c fix(vector-stores): scope Pinecone delete_col()/reset() to namespace (#6287) 2026-07-21 12:24:57 +05:30
d0c23a5950 fix(ts-oss): don't let update() metadata overwrite user_id/agent_id/run_id (#6343)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-21 12:11:47 +05:30
Rod BoevandGitHub b05cce581b fix(opencode-plugin): recover MEM0_API_KEY from shell profiles (#6404) 2026-07-20 20:41:41 +05:30
KartikandGitHub 8a57967c8a chore(labels): retire graph-memory, ollama, and benchmark from issue templates + labeler (#6447) 2026-07-20 17:04:10 +05:30
KartikandGitHub 756b0b1b6d fix(ts-sdk): lazy-load optional provider SDKs in mem0ai/oss (#6389) 2026-07-20 15:53:35 +05:30
Abhinav SinghandGitHub 726bcc80b2 fix(vector-stores/baidu): convert L2 distance to similarity score in search() (#6435) 2026-07-20 12:44:26 +05:30
JainamShah-22andGitHub 9383e9a255 fix(server): scope auth DB sessions to prevent connection-pool exhaustion (#6237) 2026-07-20 00:07:50 +05:30
JupiterandGitHub ddaa655edf fix(llms): honor OPENAI_BASE_URL in structured provider (#6322) 2026-07-17 20:45:58 +05:30
youneshimaandGitHub 739534c0a3 docs: use CLI commands for Claude Code plugin install steps (#6341) 2026-07-16 11:00:50 +05:30
KartikandGitHub 633b035342 feat(ts-sdk): add AWS Bedrock embedding provider (#6185) 2026-07-15 14:27:07 +05:30
KartikandGitHub ccbe5861a1 docs: remove criteria retrieval docs for non-existent feature (#6282) 2026-07-14 20:06:05 +05:30
KartikandGitHub 50c3cf44f1 refactor(sdk): remove dead retrieval_criteria parameter (#6313) 2026-07-14 20:03:53 +05:30
KartikandGitHub d6d2588ef5 fix(mem0-plugin): store assistant-authored summaries with role="assistant" (#6316) 2026-07-14 20:03:36 +05:30
KartikandGitHub 6c1741e3a4 docs: fold contextual-add into the Add concept page and redirect (#6286) 2026-07-14 20:02:47 +05:30
KartikandGitHub 42cf18c4e6 chore: update changelog, bump SDK versions to Python 2.0.12 and TypeScript 3.1.0 (#6281) 2026-07-13 22:11:51 +05:30
KartikandGitHub d89793b666 refactor(ts-sdk): lazy-load optional provider SDKs so importing mem0ai/oss never requires them (#6280) 2026-07-13 15:23:12 +05:30
17836748d7 feat(vector-stores): add Databricks provider to TypeScript OSS SDK (#5824)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-11 16:35:47 +05:30
c9af55986e fix(anthropic): Remove sampling parameters when using new model. (#6211)
Co-authored-by: HJ Qu <35272962+ChristopherQu@users.noreply.github.com>
2026-07-10 21:39:04 +05:30
f69f8dcc7b fix(weaviate): don't write OutputData model fields as properties on update (#6149)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-07-10 20:47:59 +05:30
28e4d819f8 fix(ts-sdk): re-raise LLM extraction transport failures instead of returning [] (#6102)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-07-10 20:46:08 +05:30
QunandGitHub 1d383c4ee2 fix(vector-stores): improve milvus wildcard search (#6187) 2026-07-10 20:36:22 +05:30
KartikandGitHub 8488abe603 docs: correct custom categories, per-call custom_categories is supported (#6218) 2026-07-10 20:08:32 +05:30
KartikandGitHub 49863e9a7a docs: add a dedicated Memory Expiration page (#6194) 2026-07-10 20:08:24 +05:30
Abhay SinghandGitHub 770ce97bd9 fix(core): coerce non-string entity ids instead of crashing on .strip() (#6206) 2026-07-10 20:00:33 +05:30
Abhay SinghandGitHub 44bcfbe1f3 fix(core): don't require langchain-core for default async procedural memory (#6209) 2026-07-10 19:59:21 +05:30
33a0ed7559 feat(ts-sdk): add AWS Neptune Analytics vector store (#5797)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-10 19:51:05 +05:30
ba9054e0c8 feat(ts-sdk): add AWS Bedrock LLM provider (closes #5765) (#5890)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-10 19:14:15 +05:30
Granis87andGitHub df9d5cc4b1 Fix stale Node SDK delete note and add TypeScript examples (#6159) 2026-07-10 01:45:45 +05:30
3b2357bfe0 feat(ts-sdk): add Vertex AI embedding provider (#5882)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-09 23:56:46 +05:30
573b20cec8 feat(mem0-ts): add Baidu vector store provider (#5790)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-09 23:52:53 +05:30
Platon SterkhovandGitHub a781800d3f docs(ts-sdk): use dimension config option instead of embeddingModelDims in qdrant (#6192) 2026-07-09 23:33:08 +05:30
KartikandGitHub 4470803fe5 docs: replace em-dashes in reranker docs with sentence-appropriate punctuation (#6193) 2026-07-09 23:11:23 +05:30
KartikandGitHub 6a801bfe2f feat(oss): add reranker + per-search rerank to the TypeScript OSS SDK (#6055) 2026-07-09 22:18:38 +05:30
KartikandGitHub 2a4aa232b2 docs: replace em-dashes with sentence-appropriate punctuation (#6188) 2026-07-09 21:46:51 +05:30
KartikandGitHub 99206f0c64 feat(oss): accept text in Memory.update(), deprecate data (#6044) 2026-07-09 19:32:51 +05:30
KartikandGitHub 5dbf071356 docs: update README benchmarks to current temporal-reasoning results (#6182) 2026-07-09 15:57:05 +05:30
b26469e006 feat(vector-stores): add Weaviate adapter to TypeScript OSS SDK (#5800)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-08 21:12:01 +05:30
e72ae96ad4 feat(ts-sdk): add Milvus vector store provider (closes #5774) (#5889)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-08 20:25:06 +05:30
fbdbab805d feat(ts-sdk): add HuggingFace embedding provider (#6027)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-08 19:43:53 +05:30
22f70d50e1 feat(ts-sdk): add Chroma vector store provider (#6145)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-08 19:14:05 +05:30
f89edb45dc feat(ts-sdk): add Sarvam LLM provider to OSS SDK (#6130)
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-08 19:03:38 +05:30
Harsh Vardhan GuptaandGitHub 846f25bd39 fix(mem0-ts): patch fast-xml-parser and tar transitive CVEs (#6160) 2026-07-08 18:25:59 +05:30
9b04509433 feat(ts-sdk): add Together LLM provider (#6049)
Co-authored-by: zhangsixiao <zhangsixiao@bytedance.com>
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-07 21:08:26 +05:30
803ff13bb8 feat(mem0-ts): add MongoDB vector store provider to OSS TypeScript SDK (#5793)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-07 17:13:51 +05:30
94e46526bc feat(ts-sdk): add Elasticsearch vector store provider (#5866)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-07 17:10:25 +05:30
d122479687 security: fix SQL and Cypher injection vulnerabilities in PGVector, Azure MySQL, and Neptune (#4878)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-07 16:16:36 +05:30
cc52f0e367 fix: encode dynamic URL path segments (#5963)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-07 16:11:54 +05:30
87276ef968 feat(ts-sdk): add OpenSearch vector store (#5810)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-07 15:40:20 +05:30
KartikandGitHub 002fe46ab3 feat(ts-sdk): add xAI (Grok) LLM provider to OSS SDK (#6115) 2026-07-07 11:29:56 +05:30
9d36b2c94d feat(ts-sdk): add Upstash Vector vector store (#5811)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-06 23:41:05 +05:30
c944bed460 feat(ts-sdk): add Azure MySQL vector store (#5827)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-06 23:17:43 +05:30
2cc060fd76 feat(vector-stores): add Turbopuffer provider to TypeScript OSS SDK (#5801)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-06 22:57:00 +05:30
2bc2f763d9 feat: add Google Vertex AI Vector Search support to vector store factory (#5791)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
Co-authored-by: divyansh-1009 <divyansh-1009@users.noreply.github.com>
2026-07-06 22:54:24 +05:30
7fb3feb5cd feat(vector-stores): add Cassandra provider to TypeScript OSS SDK (#5823)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-06 21:57:32 +05:30
fec7cdf118 feat(ts-sdk): add FastEmbed embedding provider (#5862)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-06 21:56:11 +05:30
03b41ab00f feat(vector-stores): add Pinecone provider to TypeScript SDK (#5802)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-06 21:39:10 +05:30
4c974c8fa8 Add Together embedder to TS SDK (#5989)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-06 20:24:14 +05:30
b0bee551cb feat(ts-sdk): add vLLM provider (#5805)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-06 20:23:43 +05:30
KartikandGitHub b8141aaea8 docs: remove duplicate multimodal page and normalize em/en-dashes (#6112) 2026-07-06 20:22:20 +05:30
a7ecf781cd Feat/valkey vector store (#5826)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-06 20:20:59 +05:30
6dc4606dcf feat(vector-stores): add S3 Vectors provider to TypeScript OSS SDK (#5822)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-06 20:08:13 +05:30
Harsh Vardhan GuptaandGitHub 580d390e4d fix(transformers): upgrade to >=5.3.0 (GHSA-29pf-2h5f-8g72 / CVE-2026-4372) (#6110) 2026-07-06 17:56:39 +05:30
KartikandGitHub 2bd3ff1eff fix(vector-stores): prevent unhandled promise rejection in Supabase & Redis constructors (#6111) 2026-07-06 14:57:30 +05:30
cd79fa8914 docs: show current benchmark numbers on memory evaluation page (#6056)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 22:38:33 +05:30
Hrushikesh YadavandGitHub 59484f066f fix(elasticsearch): validate filter keys and values to prevent term injection (#5980)
Signed-off-by: Hrushikesh Yadav <yadavhrushikesh65@gmail.com>
2026-07-02 18:35:02 +05:30
8a5c0729e5 fix(server): do not forward empty-string entity ids as filters (#5992)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-07-02 18:33:16 +05:30
Trupti AgrawalandGitHub 3b9aed866a docs: fix typos and grammar errors across docs (#6033) 2026-07-01 23:25:12 +05:30
KartikandGitHub fb2593e10d docs: add subtle GitHub star nudges at OSS win-moments (#5928) 2026-07-01 23:13:51 +05:30
KartikandGitHub 207f65deda docs: navigation (#5900) 2026-07-01 22:48:23 +05:30
KartikandGitHub f2532f072f chore: update changelog, bump SDK versions to Python 2.0.11 and TypeScript 3.0.13 (#6031) 2026-07-01 22:17:41 +05:30
KartikandGitHub 41c8f00851 chore(integrations): plugin updates, pi-agent auto-recall, and version bumps (#6011) 2026-07-01 20:57:32 +05:30
Hrushikesh YadavandGitHub a36a392cd3 fix(opensearch): validate filter values to prevent term query injection (#5986) 2026-07-01 20:47:45 +05:30
BartokandGitHub 152d1e66f7 fix(embeddings): guard embed_batch count mismatch in OpenAI and Azure OpenAI (#5966) 2026-07-01 18:53:28 +05:30
Hrushikesh YadavandGitHub bc05fd9623 fix(neptune): escape filter values in openCypher queries to prevent injection (#5982)
Signed-off-by: Hrushikesh Yadav <yadavhrushikesh65@gmail.com>
2026-07-01 18:48:04 +05:30
BartokandGitHub ad7e09851c fix(memory): re-raise LLM extraction failures instead of returning [] (salvage of #5178) (#5878) 2026-07-01 18:36:19 +05:30
KartikandGitHub c325bd3b8e docs(changelog): consolidate per-package changelogs into the SDK changelog page (#6007) 2026-06-30 14:09:41 +05:30
2add7fd57d docs(graph-memory): gate Graph view visualization to Pro/Enterprise (#6000)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-29 18:12:50 -07:00
KartikandGitHub b2ff3aeda5 Clean up release highlights copy and removing emdash from the docs (#5984) 2026-06-29 21:27:53 +05:30
KartikandGitHub 754034abbc Revert "fix(memory): accept llm kwarg in sync Memory.add()/_create_procedural_memory (#5911)" (#5990) 2026-06-29 21:27:16 +05:30
bedf862d64 fix(memory): accept llm kwarg in sync Memory.add()/_create_procedural_memory (#5911) (#5953)
Co-authored-by: ly-wang19 <ly-wang19@users.noreply.github.com>
2026-06-29 20:43:35 +05:30
TerrasseandGitHub cc59d122db docs: remove instructions for unavailable Cursor marketplace plugin (#5971) 2026-06-29 20:35:07 +05:30
Hrushikesh YadavandGitHub 3619fd77ae fix(azure-ai-search): validate filter value types and escape quotes in OData (#5983) 2026-06-29 20:31:26 +05:30
Hrushikesh YadavandGitHub 2dcb3542f8 fix(databricks): validate catalog/schema/table identifiers to prevent SQL injection (#5988) 2026-06-29 20:30:27 +05:30
Abhay SinghandGitHub 31cec11a79 fix(cli-node): keep every result in entity delete, not just the last (#5970) 2026-06-29 15:26:57 +05:30
冯基魁andGitHub 4c0ea22d31 fix(ts): handle empty Google chat candidates (#5817) 2026-06-29 15:08:44 +05:30
Muhammad FurqanandGitHub f59320df65 fix(faiss): normalize vectors for cosine distance strategy (#5960) 2026-06-29 15:03:55 +05:30
Abhay SinghandGitHub ad57cbb8d6 fix(cli): keep every result in entity delete, not just the last (#5936) 2026-06-29 14:58:16 +05:30
BarryandGitHub ee0c38e081 fix(cli): handle null memory fields in output formatters (#5957) 2026-06-29 14:53:22 +05:30
BarryandGitHub d5b64ccec9 fix(cli): reject invalid int config values without traceback (#5956) 2026-06-29 14:47:32 +05:30
KartikandGitHub 8d6b7c1d67 chore: update changelog, bump SDK versions to Python 2.0.10 and TypeScript 3.0.12 (#5927) 2026-06-27 22:33:14 +05:30
KartikandGitHub b44ce4dcc3 docs(cookbooks): fix v3 filters, response shapes & dead snippet in cookbooks (#5841) 2026-06-27 18:55:08 +05:30
KartikandGitHub e9c930c430 docs(components): fix LLM & embedder model IDs and TS support lists (#5838) 2026-06-27 18:42:02 +05:30
KartikandGitHub 4b39d01ccb docs(platform): align Platform docs with v3 SDK behavior (#5849) 2026-06-27 18:41:47 +05:30
KartikandGitHub 49061718bd docs(cookbooks): fix v3 filters & update() in companions/essentials (#5844) 2026-06-27 18:41:35 +05:30
KartikandGitHub 7e7682a06d docs(vectordbs): correct vector store config defaults & imports (#5843) 2026-06-27 12:40:16 +05:30
KartikandGitHub f38608fb50 docs(api-reference): align API docs & openapi.json with v3 spec (#5848) 2026-06-26 22:07:53 +05:30
KartikandGitHub fb11cdffbb docs(changelog): fix score_details fields, graph-store note & dead link (#5845) 2026-06-26 22:05:14 +05:30
KartikandGitHub ee600705c2 docs: remove inaccurate api-changes migration page (#5857) 2026-06-26 22:03:53 +05:30
f4ccef5157 fix(ts/redis): use nullish coalescing for hash/timestamps in insert/update (#5860)
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-06-26 19:01:58 +05:30
mintlify[bot]GitHubmintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
08da741a31 SEO & metadata audit: expand short API reference descriptions (#5897)
Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
2026-06-26 16:34:52 +05:30
KartikandGitHub e4efdd2e29 docs: add SECURITY.md and improve contribution guidelines (#5855) 2026-06-26 16:02:53 +05:30
KartikandGitHub a87c9ce367 docs: fix mangled Python formatting in pgvector & Neon vector store guides (#5853) 2026-06-26 16:00:58 +05:30
KartikandGitHub d258b638ef docs: document FastEmbed embedder + missing org/project API endpoints (#5852) 2026-06-26 16:00:12 +05:30
Harsh Vardhan GuptaandGitHub bbbfcfea07 fix(deps): bump undici to >=6.27.0 (CVE-2026-12151) (#5861) 2026-06-26 15:32:09 +05:30
KartikandGitHub fbef369b91 docs(open-source): fix OSS feature docs for v3 SDK (#5847) 2026-06-26 14:14:33 +05:30
KartikandGitHub a7ed68e697 docs(integrations): fix retired model IDs, v3 response shapes & vercel deps (#5842) 2026-06-26 13:59:33 +05:30
KartikandGitHub 8a92cf0306 docs(integrations): sync agent-plugin hook tables with actual hooks.json (#5839) 2026-06-26 13:58:28 +05:30
0fbbb2f525 feat(memory): expose expiration controls in client docs (#5874)
Co-authored-by: Soumil Rathi <soumilrathi@gmail.com>
2026-06-25 17:14:33 -07:00
818c2981b7 feat(ts-sdk): add MiniMax LLM provider (#5858)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-25 17:01:50 +05:30
Rod BoevandGitHub 1f66aadfa3 fix(openclaw): normalize Windows skill-loader URLs before fileURLToPath (#5679) 2026-06-25 16:36:11 +05:30
Hrushikesh YadavandGitHub b91c745fbc fix: apply remove_code_blocks() to LangChain path in async _create_procedural_memory (#5711) 2026-06-25 16:34:28 +05:30
Muhammad FurqanandGitHub af70668308 fix(reranker): score HuggingFace reranker with sigmoid, not min-max (#5715) 2026-06-25 16:18:02 +05:30
890473f891 fix(core): validate and trim entity IDs in delete_all() (#5735)
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-25 16:14:30 +05:30
Hrushikesh YadavandGitHub d2ff83cf72 fix(redis): use .get() for hash/created_at in insert() to handle entity payloads (#5709) 2026-06-25 16:13:44 +05:30
Rod BoevandGitHub 0e02effaf7 fix(notices): derive scale counts for Redis and search backends (#5687) 2026-06-25 16:04:44 +05:30
9269a0ad6e feat(ts-sdk): add LiteLLM as LLM provider (#5830)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-25 15:52:46 +05:30
Hrushikesh YadavandGitHub 3d06006f36 fix(valkey): escape special chars in FT.SEARCH tag filter values (#5750) 2026-06-25 15:20:13 +05:30
Rod BoevandGitHub 6bb1d328ad fix(mem0-ts): support pgvector connection strings and ssl (#5789) 2026-06-25 11:57:37 +05:30
Taranjeet SinghandGitHub ac296f7534 docs: make example code fences copy-safe (#5833) 2026-06-24 22:19:40 -07:00
KartikandGitHub ac8f862ff7 fix(mem0-plugin): store files_touched as a list to stop double JSON-encoding (#5806) 2026-06-25 09:06:11 +05:30
b33fa5427c fix(memory): align entity extraction precision (#5829)
Making the entity extraction function cleaner


Co-authored-by: Soumil Rathi <soumilrathi@gmail.com>
2026-06-24 15:48:37 -07:00
Ashutosh KasudhanandGitHub 5d573dd2ae docs: added typescript support to deepseek provider (#5723) 2026-06-24 20:55:14 +05:30
KartikandGitHub 98dbf90864 chore: update changelog, bump SDK versions to Python 2.0.8 and TypeScript 3.0.10 (#5825) 2026-06-24 20:21:06 +05:30
David ShraderandGitHub 6ddf1669f4 fix(vector_stores): point fastembed-missing warning at mem0ai[extras] (#5622) 2026-06-24 14:47:02 +05:30
David ShraderandGitHub d3d2e89fd5 fix(llms): skip JSON response_format for Groq compound models (#5513) 2026-06-24 14:42:22 +05:30
XiaojuandGitHub 43175d85f2 fix: preserve empty Azure AI Search update values (#5524)
Signed-off-by: Xiaoju <xiaojuchh@gmail.com>
2026-06-24 14:41:55 +05:30
KartikandGitHub 661ecb9f0f docs(hermes): update for v3 API, OSS self-hosted mode, and new tools (#5807) 2026-06-24 11:59:13 +05:30
冯基魁andGitHub 09f181c577 fix(server): fetch filtered dashboard memories beyond default page (#5753) 2026-06-24 11:49:06 +05:30
3497f26a00 fix: add auto_refresh option for OpenSearch Serverless compatibility (#3893)
Co-authored-by: Zaid Malhis <Malhis@users.noreply.github.com>
2026-06-24 11:48:52 +05:30
BartokandGitHub e9c0547423 fix(ts-sdk): preserve customCategories names through key conversion (#5741) 2026-06-24 11:15:19 +05:30
Yash SinghandGitHub 25bc1b7426 fix(memory): guard against malformed image_url in parse_vision_messages (#5631) 2026-06-24 11:10:36 +05:30
Hrushikesh YadavandGitHub fee344db85 fix(chroma): wrap scalar vector_id in list for delete() (#5703) 2026-06-24 10:54:36 +05:30
BartokandGitHub b611f69381 fix(chroma): wrap update() ids/embeddings/metadatas in lists (#5757) 2026-06-24 10:54:15 +05:30
Muhammad FurqanandGitHub c2862831db fix(reranker): log reranking failures instead of swallowing them silently (#5717) 2026-06-24 10:44:37 +05:30
홍찬희andGitHub 1678e682ee fix(ts-sdk): check message.role instead of content for system messages (#3921) 2026-06-23 17:18:00 +05:30
BartokandGitHub ced4af681f fix(claude-plugin): rerank auto-injected memory context by default (#5690) 2026-06-23 16:52:35 +05:30
Hrushikesh YadavandGitHub 565db27121 fix(milvus,baidu): sanitize filter values to prevent expression injection (#5746) 2026-06-23 16:51:05 +05:30
Hrushikesh YadavandGitHub c0ac9f81fa fix(milvus): wrap scalar vector_id in list for delete() (#5704) 2026-06-23 16:48:47 +05:30
Yash SinghandGitHub 879c68555c fix(memory): return attributed_to from get/get_all/search (#5629) 2026-06-23 16:43:30 +05:30
Abhishek ChauhanandGitHub c2e723352e fix(ts-oss): return attributedTo from get/search/getAll (#5675) 2026-06-23 16:42:57 +05:30
Hrushikesh YadavandGitHub 716f021df8 fix(pinecone): map all comparison operators in _create_filter() (#5707) 2026-06-23 16:38:28 +05:30
Jiangtian FengandGitHub 7fa996261d perf: batch BM25 sparse encoding in Qdrant insert (#5592) 2026-06-23 16:29:16 +05:30
Yash SinghandGitHub 87bd2d91e0 fix(llms): preserve reasoning fields in base-to-provider config conversion (#5638) 2026-06-23 16:27:43 +05:30
Yash SinghandGitHub 15a930dac2 fix(llms): pass configured anthropic_base_url to the Anthropic client (#5626) 2026-06-23 16:26:22 +05:30
BartokandGitHub fa9abc77a6 fix(ts-oss): honor configured baseURL in AnthropicLLM (#5740) 2026-06-23 16:25:51 +05:30
Hrushikesh YadavandGitHub 4e448269bc fix(mongodb): reject dict filter values to prevent NoSQL operator injection (#5748) 2026-06-22 18:09:01 +05:30
Hrushikesh YadavandGitHub 29d131f7aa fix(chroma): return None instead of {} from _generate_where_clause for empty filters (#5713) 2026-06-22 12:05:28 +05:30
BartokandGitHub 42fe129330 fix(opensearch): return [[]] from list() error path to honor list() contract (#5727) 2026-06-22 11:58:37 +05:30
Hrushikesh YadavandGitHub bd5996f41e fix(pinecone): return [[]] from list() error path instead of dict (#5706) 2026-06-22 11:57:52 +05:30
BartokandGitHub 299c423213 fix(faiss): return [[]] for uninitialized index to honor list() contract (#5725) 2026-06-22 11:57:06 +05:30
Hrushikesh YadavandGitHub ce0531a13e fix(mongodb): wrap list() return in outer list to match interface contract (#5729) 2026-06-22 11:54:16 +05:30
513b56159f fix(embeddings): forward embedding_dims to Titan V2 in AWS Bedrock embedder (#5671)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-22 11:49:23 +05:30
Yash SinghandGitHub 1676b3168d fix(server): return 404/400 instead of 502 for not-found and invalid input (#5634) 2026-06-22 11:47:48 +05:30
Davide LeopardiandGitHub 8a786bf72d fix(azure): stop mutating and corrupting caller messages in content rewrite (#5731) 2026-06-22 11:45:46 +05:30
Yash SinghandGitHub a48f34cf77 fix(vector_stores): deep-copy Redis DEFAULT_FIELDS so instances keep distinct dims (#5633) 2026-06-22 11:29:25 +05:30
Hrushikesh YadavandGitHub 650b734b1b fix: reset() only drops history table, leaving stale messages (#5541) 2026-06-22 11:28:17 +05:30
youneshimaandGitHub 871a1de7d2 docs: fix add memory v3 behavior (#5694) 2026-06-21 12:18:58 -07:00
e615cc66de docs: rebrand Keywords AI integration to Respan (#5098)
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-20 23:10:15 +05:30
Harsh Vardhan GuptaandGitHub ca86a164bd fix(pi-agent-plugin): resolve undici CVE-2026-9697 / CVE-2026-9678 (#5669) 2026-06-19 16:21:18 +05:30
2ac3f3956a fix(cli): pass telemetry context via stdin instead of argv (#5668)
Co-authored-by: JunghwanNA <70629228+shaun0927@users.noreply.github.com>
2026-06-19 13:57:53 +05:30
7a9f03af3f fix(llms,embeddings): repair HTTP proxy support (httpx>=0.28) and preserve proxies in LlmFactory (#5447)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-19 13:45:21 +05:30
Yash SinghandGitHub 48f1d6f010 fix(reranker): clamp out-of-range LLM scores instead of mis-parsing them (#5635) 2026-06-19 12:49:50 +05:30
Yash SinghandGitHub f0ccd99924 fix(vertex): pass required vectors arg in list and similarity search (#5627) 2026-06-19 12:44:48 +05:30
c5971193a2 fix(vector_stores): return None from Redis.get() for missing IDs (#5625)
Co-authored-by: ly-wang19 <ly-wang19@users.noreply.github.com>
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-19 12:25:24 +05:30
Yash SinghandGitHub ff53fd60b7 fix(graph): keep distinct entities that share a substring prefix (#5630) 2026-06-19 12:23:15 +05:30
Yash SinghandGitHub ffa334537a fix(client): check HTTP status before parsing ping response in _validate_api_key (#5639) 2026-06-19 12:19:13 +05:30
Yash SinghandGitHub bd7ce2c13c fix(vector_stores): drop stray print in Weaviate list_cols (#5637) 2026-06-19 12:07:10 +05:30
Yash SinghandGitHub 5d767219ff fix(reranker): export all five rerankers from package root (#5636) 2026-06-19 12:06:12 +05:30
HaochenandGitHub 6b744845c3 fix(oss-ts): preserve message roles in extraction input so assistant facts aren't attributed to the user (#5643) 2026-06-19 09:17:52 +05:30
Yash SinghandGitHub 5b4478458b fix(server): return 404 not 500 for malformed api key id on revoke (#5640) 2026-06-18 17:45:05 +05:30
BartokandGitHub 1751e7bff9 fix(ts-oss): reject empty/blank messages in Memory.add() to prevent hallucinated memories (#5545) 2026-06-18 17:36:19 +05:30
7ae6a8c36a fix(memory): guard entity embed_batch count mismatch in v3 add pipeline (#5604)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-18 17:22:44 +05:30
1dcee153b9 fix(deps): patch js-yaml, ai, python-dotenv vulnerabilities (CVE-2026-53550, CVE-2025-48985, CVE-2026-28684) (#5641)
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-18 17:13:15 +05:30
Md. Mamun HossainandGitHub 4065e846f6 fix(ts-sdk): prevent hallucinated memories on empty messages payload … (#5613) 2026-06-18 17:01:02 +05:30
Hrushikesh YadavandGitHub 466249113c fix: async delete_all race condition corrupts entity store linked_memory_ids (#5553) 2026-06-18 16:57:03 +05:30
Alok TripathiandGitHub 3e2ae734e7 feat(embeddings): add native embed_batch to 5 embedders (LMStudio, Together, HuggingFace, VertexAI, GoogleGenAI) (#5609) 2026-06-18 16:46:31 +05:30
96b31c4bc0 fix(form-data): upgrade to >=4.0.6 across pnpm workspaces (CVE-2026-12143) (#5618)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-18 13:44:05 +05:30
Rocke DongandGitHub 0117d5838b fix(server): use 127.0.0.1 in dashboard healthcheck to avoid IPv6 localhost resolution (#5612) 2026-06-18 11:53:06 +05:30
Abhishek ChauhanandGitHub 42a3b4043c fix(ts-sdk): preserve user metadata keys across the case-conversion round-trip (#5515) 2026-06-18 11:35:20 +05:30
KartikandGitHub 158e9111cb chore: update changelog, bump SDK versions to Python 2.0.7 and TypeScript 3.0.9 (#5615) 2026-06-17 21:45:28 +05:30
9ed1983b85 refactor(opencode): use existing mem0 SDK instead of delegating to MCP, load skills properly instead of dumping them in .opencode (#5323)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-17 21:18:39 +05:30
703e8a035d fix: FAISS filtered search drops over-fetched candidates before filtering (#5453)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-17 16:34:27 +05:30
Hrushikesh YadavandGitHub 7ed2faab84 fix: api_error_handler silently drops return values from async methods (#5540) 2026-06-17 14:46:08 +05:30
Abhishek ChauhanandGitHub 0d66d3d127 fix(ts-sdk): preserve user-defined schema keys in createMemoryExport (#5594) 2026-06-17 14:40:33 +05:30
137b7519f7 fix(embeddings): honor aws_session_token in AWS Bedrock embeddings (#5566)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-17 14:36:33 +05:30
e34f5835bd feat(embeddings): add native embed_batch to OllamaEmbedding (#5415)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-17 14:12:53 +05:30
Yash Raj PandeyandGitHub f122eb7c65 fix(weaviate): pass embedding dims in reset() so it does not crash (#5570) 2026-06-17 13:29:13 +05:30
mintlify[bot]GitHubmintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
a5123b8a5e docs: tighten Graph Memory description for SEO (#5603)
Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
2026-06-17 05:10:38 +00:00
rudrajmehta-mem0andGitHub 6aa9bffa55 docs: reinstate graph memory terminology (native entity linking) (#5601) 2026-06-16 21:22:55 -07:00
d772f9a961 feat: support Gemini via Vertex AI as LLM provider (#4030)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-16 16:59:06 +05:30
7c841a2bce fix(redis): do not crash on empty or None filters in search and list (#5446)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-16 16:10:57 +05:30
Hrushikesh YadavandGitHub 6a6dfb4935 fix(huggingface): use self.config instead of raw config parameter (#5538) 2026-06-16 15:51:27 +05:30
Hrushikesh YadavandGitHub 8b370def80 fix: AsyncMemory.reset() does not reset entity store (#5535) 2026-06-16 15:50:30 +05:30
Hrushikesh YadavandGitHub d46464282c fix(pinecone): hybrid search crashes when filters is None (#5533) 2026-06-16 15:49:26 +05:30
Hrushikesh YadavandGitHub bb4a239cb1 fix(mongodb): reset() passes wrong argument to create_col() (#5532) 2026-06-16 15:48:45 +05:30
Hrushikesh YadavandGitHub e30f0d91fe fix(weaviate): reset() crashes with missing vector_size argument (#5531) 2026-06-16 15:45:47 +05:30
Hrushikesh YadavandGitHub 9f34e858c7 fix(ollama): json format mutates caller's messages list in-place (#5539) 2026-06-16 15:37:22 +05:30
BartokandGitHub 94bbc13de0 fix(memory): skip messages without a content key in message parsers (#5575) 2026-06-16 15:29:53 +05:30
Hrushikesh YadavandGitHub a2f01a8fcc fix: async delete_all aborts on first error, leaving partial deletion (#5529) 2026-06-16 11:59:33 +05:30
Hrushikesh YadavandGitHub 30d172e826 fix: omit None config values from Gemini GenerateContentConfig (#5528) 2026-06-16 11:54:42 +05:30
bb69b036b5 fix(vector_stores): return None from get() for missing IDs (milvus/weaviate/supabase) (#5562)
Co-authored-by: ly-wang19 <ly-wang19@users.noreply.github.com>
2026-06-16 11:52:59 +05:30
b55c51e004 fix(anthropic): tool_choice format and tool response parsing (#5537)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-15 17:28:45 +05:30
4492e75d04 fix(deps): bump esbuild >=0.28.1 across all npm packages (#5563)
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-15 17:04:11 +05:30
Hrushikesh YadavandGitHub 4d949022f2 fix: preserve custom metadata fields during memory update (#5480) 2026-06-15 16:29:44 +05:30
3ef034a9e4 fix(vector_stores): return None from ChromaDB.get() for missing IDs (#5561)
Co-authored-by: ly-wang19 <ly-wang19@users.noreply.github.com>
2026-06-15 16:11:03 +05:30
Yash SinghandGitHub b90e3c0b76 fix(reranker): respect config.top_k in Cohere and ZeroEntropy fallback paths (#5560) 2026-06-15 16:10:00 +05:30
a8eeddde64 fix(llms): honor reasoning-model params in AzureOpenAIStructuredLLM (#5548)
Co-authored-by: ly-wang19 <ly-wang19@users.noreply.github.com>
2026-06-15 16:07:19 +05:30
Hrushikesh YadavandGitHub 09a9e34382 fix(litellm): function-calling check blocks all calls on non-tool models (#5536) 2026-06-15 15:59:46 +05:30
66c4394b40 fix(pyproject): rename vector_stores extra to vector-stores for PEP 503/508 compliance (#4934)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-15 12:38:23 +05:30
32575a65fc fix(llms): honor reasoning-model params in OpenAIStructuredLLM (#5458)
Co-authored-by: ly-wang19 <ly-wang19@users.noreply.github.com>
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-15 12:36:15 +05:30
Yash SinghandGitHub 66901d7393 fix(llms): accept and forward **kwargs in Together/LangChain/Sarvam providers (#5556) 2026-06-15 12:23:04 +05:30
Hrushikesh YadavandGitHub a1eefc31bc fix(bedrock): use dict literal instead of set in AI21 response parse default (#5527) 2026-06-15 12:09:34 +05:30
Davide LeopardiandGitHub de471799d1 fix(llms): send max_completion_tokens for the GPT-5 family across providers (#5547) 2026-06-15 12:04:19 +05:30
Rod BoevandGitHub 3951ad4705 fix(openclaw): reduce skills-mode triage prompt footprint (#5502) 2026-06-15 11:18:39 +05:30
KartikandGitHub 9315e3036f chore: retire in-repo evaluation/ in favor of mem0ai/memory-benchmarks (#5520) 2026-06-14 00:43:02 +05:30
KartikandGitHub b3ede5b7c0 chore: update changelog, bump SDK and package versions to 3.0.8 and 2.0.6 (#5522) 2026-06-13 20:59:53 +05:30
youneshimaandGitHub 3553fc79dd feat(memory): add OSS-to-Platform notices (#5494) 2026-06-13 18:34:20 +05:30
KartikandGitHub f322cf82b9 chore: consolidate cookbooks/ into an indexed examples/ directory (#5517) 2026-06-13 18:25:50 +05:30
KartikandGitHub 73c975ba68 chore: bump version to 0.1.3, update mem0ai to ^3.0.7, and adjust CHANGELOG (#5521) 2026-06-13 18:10:50 +05:30
KartikandGitHub 931d579ba5 chore(openclaw): release v1.0.13 and backfill v1.0.12 changelog (#5519) 2026-06-13 17:59:04 +05:30
KartikandGitHub f4773a0baf fix(mem0-plugin): accurate per-editor telemetry attribution + OpenCode telemetry (#5518) 2026-06-13 16:48:29 +05:30
KartikandGitHub 06d33f6cc4 fix: relax flaky entity boost parallelism timing threshold (#5511) 2026-06-12 21:07:47 +05:30
Hrushikesh YadavandGitHub 8f3b60f3e1 fix: prevent crash in parse_vision_messages when vision is disabled (#5487) 2026-06-12 20:41:18 +05:30
Harsh Vardhan GuptaandGitHub a6e27dcc9c fix(@mem0/community): upgrade @langchain/community to ^1.1.18 (CVE-2026-27795, CVE-2026-26019) (#5510) 2026-06-12 20:07:03 +05:30
Yufeng HeandGitHub 4f10c986b5 fix: expose Qdrant https option (#5380) 2026-06-12 20:06:26 +05:30
821152bd14 Fix OpenClaw Mem0 custom categories payload (#5345)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-12 19:48:53 +05:30
f48b133101 feat(skills): add mem0-oss-to-platform migration skill (#5455)
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-12 19:48:37 +05:30
1d56f85705 fix(cli): resolve Windows environment compatibility issues in python CLI tests (#5464)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-12 19:40:26 +05:30
Hrushikesh YadavandGitHub ced852033b fix: return 400 instead of 502 for invalid search filters (#5482) 2026-06-12 19:35:24 +05:30
Yufeng HeandGitHub b9ad8fa8b2 fix(openclaw): skip runtime setup during metadata registration (#5383) 2026-06-12 19:32:59 +05:30
e3f5ce7b41 fix: use valid S3 entity index names (#5416)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-12 19:22:32 +05:30
KartikandGitHub f681889b14 fix(pi-agent-plugin): make command results visible and relevance-filtered (#5504) 2026-06-12 19:13:31 +05:30
KartikandGitHub b5ec46be5b fix(plugin): guard bare $USER refs in on_session_start.sh for Windows (#5492) 2026-06-12 19:13:19 +05:30
168ad358d5 fix(deps): resolve all open MEDIUM Dependabot alerts (npm overrides + Python pins) (#5489)
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-12 15:15:26 +05:30
2c796d144f refactor: consolidate agent/editor plugins under integrations/ (#5491)
Co-authored-by: Claude <noreply@anthropic.com>
2026-06-12 10:31:35 +05:30
c676c2c458 fix(dashboard): pin pnpm to 10.34.2 so docker build works on node:20-alpine (#5483)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-11 22:45:52 +05:30
b36847622d fix(langchain): search() crashes with TypeError when score is None (#5072)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-11 22:34:06 +05:30
Hrushikesh YadavandGitHub 32c8849044 fix: remove dead _process_config method in Memory and AsyncMemory (#5486) 2026-06-11 22:26:53 +05:30
Hrushikesh YadavandGitHub 2dd2872c08 fix: use 'is not None' instead of truthiness for vector/payload in pgvector update (#5488) 2026-06-11 22:12:38 +05:30
cf268da19d fix(demo): guard against undefined data in useMemories hook (v2 async response) (#5029)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-11 21:50:35 +05:30
Sense_wangandGitHub 7a5df64746 fix: allow dashboard refresh cookie on http deployments (#5026) 2026-06-11 21:29:54 +05:30
4c41f6deeb fix(vector-stores): index Valkey 'memory' field as TEXT not TAG (#5443)
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-11 21:28:42 +05:30
Hrushikesh YadavandGitHub f84aa1eb31 fix: implement $not filter support in ChromaDB vector store (#5485) 2026-06-11 20:12:39 +05:30
Saket AryanandGitHub 9226ee2229 ci: aggregate all PR testing behind a single required CI Gate workflow (#5476) 2026-06-11 15:24:51 +05:30
KartikandGitHub 8399b088a5 chore: release Python SDK v2.0.5 and TypeScript SDK v3.0.7 (#5470) 2026-06-10 22:17:16 +05:30
Saket AryanandGitHub 437f0b5495 ci: route all release publishing through a single Release Router workflow (#5475) 2026-06-10 22:16:58 +05:30
Saket AryanandGitHub 0ffaffa88c fix(pi-agent-plugin): correct repository.url for npm provenance validation (#5473) 2026-06-10 21:29:16 +05:30
Saket AryanandGitHub 433ff494f1 chore(pi-agent-plugin): bump version to 0.1.1 (#5471) 2026-06-10 21:16:55 +05:30
Saket AryanandGitHub de03c52ed3 ci: add CI and CD workflows for pi-agent-plugin (#5469) 2026-06-10 21:11:39 +05:30
b4a50e3dc8 feat(vercel-ai-sdk): migrate to Vercel AI SDK v6 (#4741)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-10 18:41:15 +05:30
b819d95d18 fix(pgvector): use open=False to prevent ConnectionPool hang in Docker (#5155)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-10 17:15:53 +05:30
3ac1c9452c fix(vector-stores): filter S3 vector list results (#5018)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-10 16:55:31 +05:30
Gaurav DubeyandGitHub d6347f6660 fix(vector_stores): pass namespace as top-level kwarg to UpstashVector query_many (#5202) 2026-06-10 16:41:26 +05:30
Hrushikesh YadavandGitHub e769502baa feat: warn when hybrid search silently degrades to semantic-only (#5444) 2026-06-10 16:26:48 +05:30
Aarkin KarnikandGitHub 652193d599 fix(llms/xai): forward tools, add XAIConfig, parse tool_calls (#5190) 2026-06-10 12:46:27 +05:30
Chirag AroraandGitHub a86c87236d fix(server): forward explain in REST search (#5423) 2026-06-10 12:15:31 +05:30
KartikandGitHub 2274b5acad feat: add @mem0/pi-agent-plugin for Pi Agent memory (#5459) 2026-06-10 01:04:09 +05:30
Harsh Vardhan GuptaandGitHub 9b0705c345 fix(deps): bump mem0ai 3.0.3→3.0.6 in openclaw to remediate axios CVEs (#5460) 2026-06-09 19:00:59 +05:30
Atahan YıldırımandGitHub d31fa168eb mem0-plugin hooks: honor auto_save=false in capture entry points (#5450) 2026-06-08 21:24:24 +05:30
Ritwij Aryan ParmarandGitHub f32eb4406b fix(memory): reject empty search queries (#5258) 2026-06-08 21:11:11 +05:30
youneshimaandGitHub 366945965d feat(server): add information on self-hosted dashboard (#5325) 2026-06-06 03:18:43 +05:30
youneshimaandGitHub 6702fa3e3e docs: match migration callout color styling (#5157) 2026-06-05 14:40:24 -07:00
a44855af9e feat(memory): add search score explanations (#5102)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-05 21:30:10 +05:30
KartikandGitHub d817aa9c12 fix(oss): parallelize entity boost searches in Memory.search (#5377) 2026-06-05 21:03:42 +05:30
KartikandGitHub 7ac8ab154b fix(vector_stores): normalize scores to similarity (higher = better) across all backends (#5391) 2026-06-05 19:13:26 +05:30
b00a1a1065 docs(google-adk): rewrite integration guide to use official ADK MemoryService APIs (#5392)
Co-authored-by: Nishar <nishar@dayos.com>
Co-authored-by: Nishar Miya <miyannishar786@gmail.com>
2026-06-05 19:13:00 +05:30
2e90ed4f78 docs: add Neon vector store guide (#5119)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-05 19:06:59 +05:30
069ea0887c fix(llms): add is_reasoning_model config override for versioned deployments (#5327)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-06-05 18:42:56 +05:30
KartikandGitHub ae7f406265 fix(server): harden self-hosted server — pgvector upgrade, admin auth, endpoint security (#5360) 2026-06-05 16:35:12 +05:30
90f2d24e83 fix(deps): upgrade vitest 1.5→4.1 + vite 6 to patch CVE-2026-47429 (#5375)
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-05 02:54:00 +05:30
64b9646e7d fix(ts): request float OpenAI embeddings (#5170)
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai>
2026-06-04 20:29:53 +05:30
Ren yiweiandGitHub 866888df41 Fix pgvector sslmode handling for PostgreSQL URIs (#5308) 2026-06-04 19:32:47 +05:30
AbhinavandGitHub 95b6f95f7b fix: replace mutable default arguments with None sentinels (B006) (#5302) 2026-06-04 18:53:03 +05:30
KartikandGitHub 74771b4e76 feat(mem0-plugin): file-context injection, stop-hook summaries & activity timeline (#5346) 2026-06-03 00:55:07 +05:30
Harsh Vardhan GuptaandGitHub 8e65ce915d fix(deps): remediate high-severity vulnerabilities in npm packages (#5294) 2026-06-02 01:36:29 +05:30
KartikandGitHub a3154d59e5 fix(docs): fix broken metadata filtering examples (#5317) 2026-05-30 20:16:56 +05:30
KartikandGitHub 1019f0e17c feat(mem0-plugin): auto coding categories, global search, OpenCode parity (#5300) 2026-05-30 00:18:46 +05:30
Saket AryanandGitHub 9328c36a46 chore(opencode-plugin): bump to 0.1.1 to test CI/CD publish flow (#5288) 2026-05-28 20:35:06 +05:30
eb4afc6ef7 ci(opencode-plugin): add build & publish workflows for @mem0/opencode-plugin (#5287)
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-28 20:20:05 +05:30
KartikandGitHub fea748d7e6 fix(antigravity-plugin): remove unnecessary skills symlink from install steps (#5283) 2026-05-28 13:49:02 +05:30
KartikandGitHub e83297f150 fix(antigravity-plugin): fix install commands to include skills and scripts (#5282) 2026-05-28 13:28:13 +05:30
rudrajmehta-mem0andGitHub eaca45dcdb docs: remove deprecated Graph Memory references (#5277) 2026-05-28 12:58:15 +05:30
KartikandGitHub add6aad40b fix(opencode-plugin): fix tsconfig, add publishConfig and bun lockfile (#5273) 2026-05-28 11:28:21 +05:30
KartikandGitHub 116c439b1d fix(opencode-plugin): rename package to @mem0/opencode-plugin (#5272) 2026-05-28 00:16:45 +05:30
KartikandGitHub 49b7953c44 fix(opencode-plugin): add plugin array to bundled opencode.json (#5271) 2026-05-27 23:46:05 +05:30
KartikandGitHub 3e6ab39429 feat(mem0-plugin): add OpenCode & Antigravity plugins, CC parity, docs cleanup (#5268) 2026-05-27 23:17:37 +05:30
75a37ec93d feat(sdk): add delete_linked option to MemoryClient.delete (Python + TS) (#5270)
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-27 22:38:16 +05:30
88934304c6 fix(cli-node): forward --no-infer flag to add (#5267)
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-27 10:05:30 +05:30
098a599579 fix: refresh stale mem0ai pins in examples and openclaw (#5212)
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-26 23:08:45 +05:30
KartikandGitHub 5a2201d76b fix(pgvector): boolean filter casing, LIKE escaping, and TS scalar coercion (#5264) 2026-05-26 23:03:47 +05:30
KartikandGitHub ad736d9a06 fix(pgvector, server): add rich filter operators and fix /search 502 (#5263) 2026-05-26 22:47:41 +05:30
KartikandGitHub 7f6d46050e feat(mem0-plugin): v0.2.6 — fix memory visibility, remove redundant hooks, reduce latency (#5257) 2026-05-26 19:37:51 +05:30
KartikandGitHub f9c52baf21 feat(mem0-plugin): v0.2.5 — fix identity scoping, skill param bugs, add checklists (#5247) 2026-05-25 19:21:10 +05:30
KartikandGitHub 0da3359a1a feat(mem0-plugin): v0.2.4 — fix stats, session scoping, reduce noise, improve skill discovery (#5244) 2026-05-24 22:13:26 +05:30
KartikandGitHub 6b9707fee9 docs(mem0-plugin): add changelog entries for v0.2.1, v0.2.2, v0.2.3 (#5241) 2026-05-23 17:35:48 +05:30
KartikandGitHub 99beb007ab feat(mem0-plugin): improve auto-triggering — pre-fetch, dedup, skill enforcement v0.2.3 (#5237) 2026-05-23 17:20:54 +05:30
KartikandGitHub 16a7702d09 fix(mem0-plugin): v0.2.2 (#5234) 2026-05-22 21:47:14 +05:30
53a3998873 docs: fix capitalization in introduction hero subtitle (#5232)
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-22 20:28:01 +05:30
Saket AryanandGitHub 08aa143db3 chore: extract embedchain to mem0ai/embedchain-archive (#5230) 2026-05-22 20:02:19 +05:30
KartikandGitHub ac141fdafe chore(mem0-plugin): bump marketplace versions to v0.2.1 (#5231) 2026-05-22 19:55:21 +05:30
KartikandGitHub b1188d6044 fix(mem0-plugin): reduce memory noise, match openclaw storage pattern (#5229) 2026-05-22 19:25:59 +05:30
KartikandGitHub 0d61af60c2 feat(mem0-plugin): plugin v0.2.1 — Tiers 1-8 + PostHog telemetry + review fixes (#5215) 2026-05-22 19:01:14 +05:30
58696e4bd4 fix(ci): remove deprecated embedchain CI and fix required check reporting (#5210)
Co-authored-by: Saket Aryan <saketaryan2002@gmail.com>
2026-05-22 12:41:55 +05:30
Harsh Vardhan GuptaandGitHub 8b11e0787a fix(deps): address additional CVEs in langchain, starlette, mcp, cryptography, and lodash (#5219) 2026-05-22 01:18:41 +05:30
Harsh Vardhan GuptaandGitHub 09dc74d61a fix(deps): bump vulnerable dependencies across Python and TypeScript. (#5217) 2026-05-21 23:28:35 +05:30
KartikandGitHub 606ede7c0a feat(mem0-plugin): onboarding, project scoping, identity banner (#5207) 2026-05-20 22:30:07 +05:30
Mragank ShekharandGitHub edd1b3e2f2 feat(cli): add mem0 whoami + mem0 agent-rush subcommands (#5199) 2026-05-20 19:05:12 +05:30
74d043731b docs(llms.txt): lead with signup flow and CLI install (#5159)
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-19 16:25:24 -07:00
Mragank ShekharandGitHub 843ab82905 chore: trigger Mintlify redeploy for #5152 docs (#5185) 2026-05-18 16:22:48 +05:30
youneshimaandGitHub 79793b0d2e docs: link platform migration guide from readme (#5171) 2026-05-16 19:13:47 -07:00
Mragank ShekharandGitHub 5f7ace2aef docs: promote "Sign up as an agent" + drop plugin-sync prose (#5152) 2026-05-16 21:52:34 +05:30
219b1a6f3d docs(faqs): add self-serve account deletion FAQ (#5158)
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-16 03:16:42 +05:30
youneshimaandGitHub 57c8468ce6 docs: add hosted Qdrant migration script (#5156) 2026-05-16 01:46:20 +05:30
Chaithanya KumarandGitHub ddee5f8671 feat(ts): expose latestOnly on hosted memory reads (#5153) 2026-05-15 23:15:51 +05:30
Deshraj YadavandGitHub fbce5fab14 docs: remove unverified SOC2/GDPR compliance claims (#5150) 2026-05-14 23:22:37 -07:00
Mragank ShekharandGitHub 6a1597c6fb fix(plugin): drop API-key-derived user_id, restore $USER fallback (#5147) 2026-05-15 02:37:55 +05:30
Mragank ShekharandGitHub c9e8482a35 fix(docs): Mintlify <5s parse error + add Agent Mode to /platform/cli (#5145) 2026-05-14 21:49:08 +05:30
1864 changed files with 117299 additions and 87252 deletions
+1 -1
View File
@@ -8,7 +8,7 @@
"name": "mem0",
"source": {
"source": "local",
"path": "./mem0-plugin"
"path": "./integrations/mem0-plugin"
},
"policy": {
"installation": "AVAILABLE",
+2 -2
View File
@@ -10,9 +10,9 @@
"plugins": [
{
"name": "mem0",
"source": "./mem0-plugin",
"source": "./integrations/mem0-plugin",
"description": "Mem0 memory layer for AI applications. Add persistent memory, personalization, and semantic search to Claude workflows.",
"version": "0.1.2"
"version": "0.2.14"
}
]
}
+20
View File
@@ -0,0 +1,20 @@
{
"name": "mem0-plugins",
"interface": {
"displayName": "Mem0 Plugins"
},
"plugins": [
{
"name": "mem0",
"source": {
"source": "local",
"path": "./integrations/mem0-plugin"
},
"policy": {
"installation": "AVAILABLE",
"authentication": "ON_INSTALL"
},
"category": "Productivity"
}
]
}
+2 -2
View File
@@ -10,9 +10,9 @@
"plugins": [
{
"name": "mem0",
"source": "./mem0-plugin",
"source": "./integrations/mem0-plugin",
"description": "Mem0 memory layer for AI applications. Add persistent memory, personalization, and semantic search.",
"version": "0.1.1"
"version": "0.2.14"
}
]
}
+3 -5
View File
@@ -9,12 +9,10 @@ body:
label: Component
description: Which part of mem0 is affected?
options:
- Core / Python SDK
- Python SDK
- TypeScript SDK
- Vector Store (Qdrant, PGVector, Redis, Chroma, etc.)
- Graph Memory (Neo4j, Memgraph, etc.)
- Ollama / Local Models
- OpenClaw
- Vector Store
- Plugin
- REST API
- Other
validations:
+3 -6
View File
@@ -9,14 +9,11 @@ body:
label: Component
description: Which part of mem0 does this relate to?
options:
- Core / Python SDK
- Python SDK
- TypeScript SDK
- Vector Store (Qdrant, PGVector, Redis, Chroma, etc.)
- Graph Memory (Neo4j, Memgraph, etc.)
- Ollama / Local Models
- OpenClaw
- Vector Store
- Plugin
- REST API
- Benchmarks / Evals
- Other
validations:
required: true
+15 -18
View File
@@ -1,18 +1,15 @@
# Maps dropdown selections to GitHub labels
# Used by the advanced-issue-labeler GitHub Action
component:
- label: "sdk-python"
matcher: "Core / Python SDK"
- label: "sdk-typescript"
matcher: "TypeScript SDK"
- label: "vector-store"
matcher: "Vector Store"
- label: "graph-memory"
matcher: "Graph Memory"
- label: "ollama"
matcher: "Ollama"
- label: "openclaw"
matcher: "OpenClaw"
- label: "rest-api"
matcher: "REST API"
policy:
- section:
- id: ['component']
block-list: ['Other']
label:
- name: 'sdk-python'
keys: ['Python SDK']
- name: 'sdk-typescript'
keys: ['TypeScript SDK']
- name: 'vector-store'
keys: ['Vector Store']
- name: 'plugin'
keys: ['Plugin']
- name: 'rest-api'
keys: ['REST API']
+40
View File
@@ -0,0 +1,40 @@
{
"language": {
"sdk-python": [
"python", "pip install", "pypi", "pyproject", "requirements.txt",
"from mem0", "import mem0", "traceback", "pydantic", "asyncmemory",
"poetry", "virtualenv", "venv", "conda", "pytest", "async def"
],
"sdk-typescript": [
"typescript", "javascript", "pnpm", "yarn", "node.js", "nodejs",
"mem0-ts", "mem0ai/oss", "tsconfig", "await import",
"=> {", "undefined is not"
]
},
"area": {
"plugin": [
"openclaw", "openclaw-mem0", "openclaw.json", "openclaw plugin",
"claude code", "opencode", "pi agent", "mem0-plugin",
"cursor plugin", "codex plugin", "editor plugin"
],
"cli": ["mem0-cli", "@mem0/cli", "npx mem0", "command line"],
"vector-store": [
"pgvector", "pinecone", "chroma", "chromadb", "weaviate",
"milvus", "faiss", "vector store", "vectorstore",
"elasticsearch", "supabase", "azure ai search",
"s3 vectors", "mongodb"
],
"integrations": [
"vercel ai", "vercel-ai-sdk", "@mem0/vercel-ai-provider",
"llamaindex", "crewai", "autogen", "langgraph"
],
"rest-api": [
"rest api", "fastapi", "docker-compose", "/v1/memories",
"localhost:8000", "localhost:8888", "curl -x", "http endpoint"
],
"documentation": [
"docs.mem0.ai", "documentation", "typo", "readme", "docstring", "broken link",
"issue on docs", "docs:", "link to the docs page", "issue with current documentation"
]
}
}
+59
View File
@@ -0,0 +1,59 @@
sdk-python:
- changed-files:
- any-glob-to-any-file:
- 'mem0/**'
- 'tests/**'
- 'cli/python/**'
- 'pyproject.toml'
- 'poetry.lock'
sdk-typescript:
- changed-files:
- any-glob-to-any-file:
- 'mem0-ts/**'
- 'cli/node/**'
vector-store:
- changed-files:
- any-glob-to-any-file:
- 'mem0/vector_stores/**'
- 'mem0-ts/src/oss/src/vector_stores/**'
rest-api:
- changed-files:
- any-glob-to-any-file: 'server/**'
integrations:
- changed-files:
- any-glob-to-any-file: 'integrations/**'
plugin:
- changed-files:
- all-globs-to-any-file:
- 'integrations/**'
- '!integrations/vercel-ai-sdk/**'
- any-glob-to-any-file:
- 'skills/**'
- '.agents/**'
- '.claude-plugin/**'
- '.codex-plugin/**'
- '.cursor-plugin/**'
- 'marketplace.json'
cli:
- changed-files:
- any-glob-to-any-file: 'cli/**'
documentation:
- changed-files:
- any-glob-to-any-file:
- 'docs/**'
- 'examples/**'
- '*.md'
ci:
- changed-files:
- any-glob-to-any-file:
- '.github/**'
- 'scripts/**'
- '.pre-commit-config.yaml'
+44
View File
@@ -0,0 +1,44 @@
const fs = require('fs');
function componentLabels(keywords) {
return Object.values(keywords).flatMap(Object.keys);
}
function toMatcher(term) {
const escaped = term.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
const prefix = /^[a-z0-9]/i.test(term) ? '\\b' : '';
return new RegExp(prefix + escaped, 'i');
}
function scoreGroup(text, group) {
let winner = null;
let best = 0;
for (const [label, terms] of Object.entries(group)) {
const score = terms.reduce((n, term) => n + (toMatcher(term).test(text) ? 1 : 0), 0);
if (score > best) {
winner = label;
best = score;
}
}
return winner;
}
const UMBRELLA = { plugin: 'integrations' };
function inferComponentLabels(text, keywords) {
if (!text) return [];
const labels = [scoreGroup(text, keywords.language), scoreGroup(text, keywords.area)].filter(
Boolean,
);
for (const label of labels.slice()) {
const parent = UMBRELLA[label];
if (parent && !labels.includes(parent)) labels.push(parent);
}
return labels;
}
function loadKeywords(file) {
return JSON.parse(fs.readFileSync(file, 'utf8'));
}
module.exports = { componentLabels, inferComponentLabels, loadKeywords };
@@ -0,0 +1,102 @@
const assert = require('assert');
const path = require('path');
const { inferComponentLabels, loadKeywords } = require('./infer-component-labels.js');
const keywords = loadKeywords(path.join(__dirname, '..', 'component-keywords.json'));
const cases = [
{
number: 6210,
title: "but(anthropic): sampling parameters returns 400 error for new model",
body: "### Component\n\nCore / Python SDK\n\n### Description\n\n### Summary\n\nWhen using Anthropic latest models such as `claude-opus-4-7`, `claude-opus-4-8`, or `claude-sonnet-5`, Mem0 still sends sampling parameters like `temperature` / `top_p`. These models do not support those parameters, causing Anthropic API requests to fail.\n\nSee https://platform.claude.com/docs/en/about-claude/models/migration-guide\n\n### Steps to Reproduce\n\n```python\n from mem0 import Memory\n\n m = Memory.from_config({\n \"llm\": {\n \"provider\": \"anthropic\",\n \"config\": {\n \"model\": \"claude-opus-4-8\",\n \"api_key\": \"your-anthropic-api-key\"\n },\n },\n ...\n })\n```\n\n### Expected Behavior\n\nMem0 should detect Anthropic models that do not support sampling parameters and omit temperature and top_p from the request.\n\nFor models that still support sampling parameters, such as claude-opus-4-6, claude-sonnet-4-6, and claude-haiku-4-5, Mem0 should continue sending supported sampling parameters till they're deprecated.\n\n### Actual Behavior\n\nMem0 includes temperature by default for Anthropic requests. With newer Anthropic models that do not support sampling parameters, the API request fails because unsupported parameters are sent.\n\n### Environment\n\n - mem0 version: 2.0.11\n - Python/Node version: Python 3.11\n - OS: macOS\n",
expected: ["sdk-python"],
},
{
number: 5770,
title: "feat(ts-sdk): add FastEmbed embedding provider",
body: "## Summary\n\nThe Python SDK supports **FastEmbed** as an embedding provider, but the TypeScript OSS SDK (`mem0ai/oss`) does not. Add it to bring the TS SDK to parity.\n\n| | |\n|---|---|\n| Python reference | `mem0/embeddings/fastembed.py` |\n| Registered in (Python) | `mem0/utils/factory.py` (EmbedderFactory) |\n| Target file (TypeScript) | `mem0-ts/src/oss/src/embeddings/fastembed.ts` |\n| Suggested implementation | Use the `fastembed` npm package (ONNX local embeddings). |\n\n## Requirements\n\n- [ ] Implement `FastEmbedEmbedder` in `mem0-ts/src/oss/src/embeddings/fastembed.ts`, extending `Embedder` (`mem0-ts/src/oss/src/embeddings/base.ts`) and mirroring the Python provider's behavior (embed / embedBatch).\n- [ ] Register the `\"fastembed\"` provider in `mem0-ts/src/oss/src/utils/factory.ts` (EmbedderFactory).\n- [ ] Add config typing in `mem0-ts/src/oss/src/types/`.\n- [ ] Add a unit test under `mem0-ts/src/oss/src/tests/`.\n- [ ] Add `fastembed` to `mem0-ts/package.json` (optional/peer dependency, lazy-imported like other providers).\n- [ ] Update docs under `docs/` if this provider is user-facing.\n\n## Reference pattern\n\nMirror an existing TS provider: `embeddings/openai.ts`.\n\n## Notes\n\n`fastembed` (v2.x) is the JS port of Qdrant's FastEmbed — local/offline embeddings. Mirror the default model in `mem0/embeddings/fastembed.py`.\n\n---\n_Part of the TypeScript ↔ Python SDK provider-parity effort. One provider per issue (atomic)._\n",
expected: ["sdk-typescript"],
},
{
number: 3940,
title: "Milvus database will return distance not similarity score",
body: "### 🐛 Describe the bug\n\nMilvus database will return distance not similarity score\n\n## in milvus.py\n\ndef _parse_output(self, data: list):\n \"\"\"\n Parse the output data.\n\n Args:\n data (Dict): Output data.\n\n Returns:\n List[OutputData]: Parsed output data.\n \"\"\"\n memory = []\n\n for value in data:\n uid, score, metadata = (\n value.get(\"id\"),\n value.get(\"distance\"), # here\n value.get(\"entity\", {}).get(\"metadata\"),\n )\n\n memory_obj = OutputData(id=uid, score=score, payload=metadata)\n memory.append(memory_obj)\n\n return memory\n",
expected: ["vector-store"],
},
{
number: 5290,
title: "Recall search failed: Bad Request Using OpenAI Embedding Model",
body: "### Component\n\nOpenClaw\n\n### Description\n\n### Summary\nuse openclaw.json config:\n\n```json\n...\n\"embedder\": {\n \"provider\": \"openai\",\n \"config\": {\n \"model\": \"bge-base-zh-v1.5\",\n \"embedding_dims\": 1024,\n \"embeddingDims\": 1024,\n \"url\": \"https://xxxxxxxxx/v1\",\n \"apiKey\": \"xxxxxxxxxxxx\"\n }\n },\n\"vectorStore\": {\n \"provider\": \"qdrant\",\n \"config\": {\n \"url\": \"http://qdrant:6333\",\n \"apiKey\": \"${QDRANT_API_KEY}\",\n \"collectionName\": \"mem0\",\n \"embeddingModelDims\": 1024\n }\n }\n```\n```\n\nopenclaw log info is:\n\n```\n23:14:20 Api key is used with unsecure connection.\n23:14:21 [mem0] Recall search failed: Bad Request\n23:14:21 [plugins] openclaw-mem0: skills-mode recall (strategy=smart) injecting 0 memories (~20 tokens)\n23:14:22 [ws] ⇄ res ✓ sessions.list 256ms conn=d1eb9bc4…17da id=201b8113…c9dc\n23:14:22 [ws] ⇄ res ✓ sessions.list 264ms conn=d1eb9bc4…17da id=4939f962…2f16\n23:14:34 [ws] ⇄ res ✓ sessions.list 250ms conn=d1eb9bc4…17da id=f7ad503f…baa6\n23:15:12 [mem0] **Recall search failed: Bad Request**\n23:15:12 [plugins] openclaw-mem0: skills-mode recall (strategy=smart) injecting 0 memories (~20 tokens)\n23:15:12 [ws] ⇄ res ✓ sessions.list 288ms conn=d1eb9bc4…17da id=9e20bb86…371e\n23:15:13 [ws] ⇄ res ✓ sessions.list 268ms conn=d1eb9bc4…17da id=3b49a2ad…7ada\n23:15:20 [ws] ⇄ res ✓ sessions.list 235ms conn=d1eb9bc4…17da id=a192da30…069f\n```\n\n### Actual Behavior\n\nembedding model response ok,response message has 1024 vectors,but the vectors are submitted to vector-db:qdrant with all zero vectors,and vectors has only 256 size.\n\n```http\nPOST /collections/mem0/points/search HTTP/1.1\nhost: qdrant:6333\nconnection: keep-alive\nuser-agent: qdrant-js/1.13.0\napi-key: xxxxxxxxxxxxxxxxxxxxxxxxxxxx\nContent-Type: application/json\nAccept: application/json\naccept-language: *\nsec-fetch-mode: cors\naccept-encoding: gzip, deflate\ncontent-length: 651\n\n{\"vector\":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],\"limit\":120,\"offset\":0,\"filter\":{\"must\":[{\"key\":\"user_id\",\"match\":{\"value\":\"agent\"}}]},\"with_payload\":true,\"with_vector\":false}\n\n**HTTP/1.1 400 Bad Request**\ntransfer-encoding: chunked\ncontent-type: application/json\nvary: accept-encoding, Origin, Access-Control-Request-Method, Access-Control-Request-Headers\ncontent-encoding: gzip\n\n```\n\n### Expected Behavior\n\nembedding model response ok by tcpdump, response message has 1024 vectors,and this vectors are submitted to vector-db:qdrant with the same vectors,and vectors has also 1024 size.\n\n\n### Environment\n\n- openclaw-mem0 version: 1.0.11\n- qdrant: 1.13.6\n",
expected: ["plugin", "integrations"],
},
{
number: 3696,
title: "Cannot set expiration_date for memory in REST API server (Docker Compose)",
body: "### 🐛 Describe the bug\n\nI'm using docker compose to deploy a REST API server. When adding memory, I'm unable to set the expiration_date. Is this feature not supported?",
expected: ["rest-api"],
},
{
number: 6252,
title: "cursor: on_file_read_cursor.sh ignores auto_search / MEM0_AUTO_SEARCH",
body: "### Component\n\nCursor / mem0-plugin\n\n### Description\n\n`on_file_read_cursor.sh` never checks `MEM0_AUTO_SEARCH`. In Claude Code, #6065/#6071 added a guard on `on_file_read.sh`, but the Cursor PreToolUse variant still always calls `file_context.py` (and thus Platform search) once `MEM0_API_KEY` is set.\n\n### Expected\n\nWhen `auto_search: false` / `MEM0_AUTO_SEARCH=false`, `on_file_read_cursor.sh` should exit 0 without searching.\n\n### Actual\n\nTimeline search still runs.\n\n### Related\n\n#6065, #6071, #6250\n",
expected: ["plugin", "integrations"],
},
{
number: 6032,
title: "docs: fix typos and punctuation errors across docs",
body: "### Description\n\n### Page\nMultiple pages — see list below.\n\n### What's Wrong or Missing\n1. https://docs.mem0.ai/components/llms/overview — \"a llm\" should be \"an LLM\"\n2. https://docs.mem0.ai/components/vectordbs/dbs/azure — 2 comma splices + \"setup\" used as a verb (should be \"set up\")\n3. https://docs.mem0.ai/components/embedders/models/azure_openai — \"from the Azure.\" is an incomplete sentence\n4. https://docs.mem0.ai/components/llms/models/azure_openai — same incomplete \"from the Azure\" phrasing\n5. https://docs.mem0.ai/cookbooks/companions/voice-companion-openai — \"an important information\" (uncountable noun)\n6. https://docs.mem0.ai/cookbooks/essentials/exporting-memories — comma splice\n7. https://docs.mem0.ai/cookbooks/integrations/tavily-search — \"usecase\" should be \"use case\"\n8. https://docs.mem0.ai/cookbooks/overview — broken parallelism in bullet list\n9. README.md — \"Github App\" should be \"GitHub App\"\n10. https://docs.mem0.ai/platform/overview — table cell not capitalized like other rows\n\n### Suggested Fix\nApply the corrections listed above for each page. I will submit a PR soon addressing all of the issues mentioned.",
expected: ["documentation"],
},
];
const cliRegressionCase = {
number: 3144,
title: "Bug Report: Memory Score Does Not Match Expected Relevance in Local Search",
body: "### 🐛 Describe the bug\n\n#### Description\n\nWhen using the locally deployed `mem0` server, the returned memory `score` from the `search` interface does not align with the expected semantic relevance. In particular, irrelevant or less relevant memories sometimes receive higher scores than directly related ones.\n\n#### Reproduction Steps\n\n```python\nmem0 = mem0_client(mode=\"local\")\nprint(\"Mem0 client initialized successfully.\")\n\nprint(\"Adding memories...\")\nresult = mem0.add(messages=[\n {\"role\": \"user\", \"content\": \"I like drinking coffee in the morning\"},\n {\"role\": \"user\", \"content\": \"I enjoy reading books at night\"}\n], user_id=\"alice\")\nprint(\"Memory added:\", result)\n\nprint(\"Searching memories...\")\nsearch_result = mem0.search(query=\"coffee\", user_id=\"alice\", top_k=2)\nprint(\"Search results:\", search_result)\n```\n\n#### Actual Output\n\n```json\n{\n \"results\": [\n {\n \"id\": \"5099b5be-c673-4f09-99de-a196f43b6476\",\n \"memory\": \"Likes drinking coffee in the morning\",\n \"score\": 0.5115111920687857\n },\n {\n \"id\": \"08df5c51-c52b-4c45-a5b6-b3f864ea149a\",\n \"memory\": \"Enjoys reading books at night\",\n \"score\": 0.7755568273863331\n }\n ],\n \"relations\": [\n {\"source\": \"coffee\", \"relationship\": \"consumed_in\", \"destination\": \"morning\"},\n {\"source\": \"user_id:_alice\", \"relationship\": \"likes\", \"destination\": \"coffee\"},\n {\"source\": \"user_id:_alice\", \"relationship\": \"likes_drinking\", \"destination\": \"coffee\"},\n {\"source\": \"user_id:_alice\", \"relationship\": \"in_time\", \"destination\": \"morning\"},\n {\"source\": \"user_id:_alice\", \"relationship\": \"drinks_in\", \"destination\": \"morning\"}\n ]\n}\n```\n\n#### Expected Behavior\n\nThe memory `\"Likes drinking coffee in the morning\"` should have a **higher score** than `\"Enjoys reading books at night\"` when querying for `\"coffee\"`, since it is directly semantically related.",
};
let failures = 0;
function run(name, fn) {
try {
fn();
console.log(`PASS ${name}`);
} catch (err) {
failures++;
console.error(`FAIL ${name}: ${err.message}`);
}
}
for (const { number, title, body, expected } of cases) {
const text = `${title}
${body}`;
run(`#${number}`, () => {
assert.deepStrictEqual(inferComponentLabels(text, keywords), expected);
});
}
run('#3144 cliKeywordPrefixSubstringRegression', () => {
const text = `${cliRegressionCase.title}
${cliRegressionCase.body}`;
const inferred = inferComponentLabels(text, keywords);
assert.ok(!inferred.includes('cli'), `expected 'cli' absent (body contains 'Mem0 client', a substring of the removed 'mem0 cli' term), got ${JSON.stringify(inferred)}`);
});
run('noKeywordMatchReturnsEmptyArray', () => {
const text = 'The weather today is sunny and I went for a walk in the park with my dog.';
assert.deepStrictEqual(inferComponentLabels(text, keywords), []);
});
run('emptyStringReturnsEmptyArray', () => {
assert.deepStrictEqual(inferComponentLabels('', keywords), []);
});
if (failures > 0) {
console.error(`
${failures} test(s) failed.`);
process.exit(1);
}
console.log(`
All ${cases.length + 3} tests passed.`);
+18 -4
View File
@@ -1,18 +1,33 @@
name: Publish Python 🐍 distributions 📦 to PyPI and TestPyPI
# Dispatched by release.yml (Release Router) when a release tagged v* is
# published. Can also be dispatched manually to re-publish a tag.
on:
release:
types: [published]
workflow_dispatch:
inputs:
tag:
description: 'Release tag to build and publish (e.g. v1.2.3)'
required: true
type: string
prerelease:
description: 'Unused for PyPI (pre-releases are expressed in the version itself); accepted for router uniformity'
required: false
type: boolean
default: false
jobs:
build-n-publish:
name: Build and publish Python 🐍 distributions 📦 to PyPI and TestPyPI
if: startsWith(github.event.release.tag_name, 'v')
# Pure SDK version tags only (v1.2.3) — excludes package-prefixed tags
# like vercel-ai-v* that also start with 'v'
if: startsWith(inputs.tag, 'v') && !contains(inputs.tag, '-v')
runs-on: ubuntu-latest
permissions:
id-token: write
steps:
- uses: actions/checkout@v2
with:
ref: ${{ inputs.tag }}
- name: Set up Python
uses: actions/setup-python@v2
@@ -39,7 +54,6 @@ jobs:
# packages_dir: dist/
- name: Publish distribution 📦 to PyPI
if: startsWith(github.ref, 'refs/tags/v')
uses: pypa/gh-action-pypi-publish@release/v1
with:
packages_dir: dist/
+208
View File
@@ -0,0 +1,208 @@
name: CI Gate
# Single required status check for all PRs.
#
# Path-filtered CI workflows can't be marked as required in branch
# protection: on a PR that doesn't touch their paths they never report, and
# the required check hangs at "Expected" forever. This gate solves that. It
# runs on every PR, detects which packages changed, calls only the relevant
# package CI workflows (as reusable workflows), and the final "CI Gate" job
# reports the aggregate result — success when every invoked pipeline passed
# (skipped pipelines are fine), failure when any failed.
#
# Branch protection should require exactly one status check: "CI Gate".
#
# Package CI workflows keep their own push-to-main and workflow_dispatch
# triggers; only their pull_request triggers moved here. To wire in a new
# package: add a filter under the `changes` job, a call job that `uses:` the
# package workflow, and list the call job in the gate's `needs`.
on:
pull_request:
concurrency:
group: ci-gate-${{ github.event.pull_request.number }}
cancel-in-progress: true
permissions:
contents: read
pull-requests: read
jobs:
changes:
name: Detect changed packages
runs-on: ubuntu-latest
outputs:
python_sdk: ${{ steps.filter.outputs.python_sdk }}
ts_sdk: ${{ steps.filter.outputs.ts_sdk }}
cli_python: ${{ steps.filter.outputs.cli_python }}
cli_node: ${{ steps.filter.outputs.cli_node }}
openclaw: ${{ steps.filter.outputs.openclaw }}
mem0_plugin: ${{ steps.filter.outputs.mem0_plugin }}
opencode_plugin: ${{ steps.filter.outputs.opencode_plugin }}
pi_agent_plugin: ${{ steps.filter.outputs.pi_agent_plugin }}
n8n_nodes_mem0: ${{ steps.filter.outputs.n8n_nodes_mem0 }}
zapier_mem0: ${{ steps.filter.outputs.zapier_mem0 }}
docs_llms_txt: ${{ steps.filter.outputs.docs_llms_txt }}
steps:
- uses: dorny/paths-filter@v3
id: filter
with:
# Each filter mirrors the package workflow's old pull_request
# paths, plus the package workflow file itself and this gate file
# (changing either must re-exercise the pipeline).
filters: |
python_sdk:
- 'mem0/**'
- 'tests/**'
- 'pyproject.toml'
- '.github/workflows/ci.yml'
- '.github/workflows/ci-gate.yml'
ts_sdk:
- 'mem0-ts/**'
- '.github/workflows/ts-sdk-ci.yml'
- '.github/workflows/ci-gate.yml'
cli_python:
- 'cli/python/**'
- '.github/workflows/cli-python-ci.yml'
- '.github/workflows/ci-gate.yml'
cli_node:
- 'cli/node/**'
- '.github/workflows/cli-node-ci.yml'
- '.github/workflows/ci-gate.yml'
openclaw:
- 'integrations/openclaw/**'
- '.github/workflows/openclaw-checks.yml'
- '.github/workflows/ci-gate.yml'
mem0_plugin:
- 'integrations/mem0-plugin/**'
- '!integrations/mem0-plugin/.opencode-plugin/**'
- '.github/workflows/mem0-plugin-checks.yml'
- '.github/workflows/ci-gate.yml'
opencode_plugin:
- 'integrations/mem0-plugin/.opencode-plugin/**'
- '.github/workflows/opencode-plugin-checks.yml'
- '.github/workflows/ci-gate.yml'
pi_agent_plugin:
- 'integrations/pi-agent-plugin/**'
- '.github/workflows/pi-agent-plugin-checks.yml'
- '.github/workflows/ci-gate.yml'
n8n_nodes_mem0:
- 'integrations/n8n-nodes-mem0/**'
- '.github/workflows/n8n-nodes-mem0-checks.yml'
zapier_mem0:
- 'integrations/zapier-mem0/**'
- '.github/workflows/zapier-mem0-checks.yml'
- '.github/workflows/ci-gate.yml'
docs_llms_txt:
- 'docs/**/*.mdx'
- 'docs/llms.txt'
- 'scripts/check-llms-txt-coverage.py'
- 'scripts/llms-txt-ignore.txt'
- '.github/workflows/docs-llms-txt-check.yml'
- '.github/workflows/ci-gate.yml'
python-sdk:
name: Python SDK
needs: changes
if: needs.changes.outputs.python_sdk == 'true'
uses: ./.github/workflows/ci.yml
secrets: inherit
ts-sdk:
name: TypeScript SDK
needs: changes
if: needs.changes.outputs.ts_sdk == 'true'
uses: ./.github/workflows/ts-sdk-ci.yml
secrets: inherit
cli-python:
name: Python CLI
needs: changes
if: needs.changes.outputs.cli_python == 'true'
uses: ./.github/workflows/cli-python-ci.yml
secrets: inherit
cli-node:
name: Node CLI
needs: changes
if: needs.changes.outputs.cli_node == 'true'
uses: ./.github/workflows/cli-node-ci.yml
secrets: inherit
openclaw:
name: OpenClaw
needs: changes
if: needs.changes.outputs.openclaw == 'true'
uses: ./.github/workflows/openclaw-checks.yml
secrets: inherit
mem0-plugin:
name: Mem0 Plugin
needs: changes
if: needs.changes.outputs.mem0_plugin == 'true'
uses: ./.github/workflows/mem0-plugin-checks.yml
secrets: inherit
opencode-plugin:
name: OpenCode Plugin
needs: changes
if: needs.changes.outputs.opencode_plugin == 'true'
uses: ./.github/workflows/opencode-plugin-checks.yml
secrets: inherit
pi-agent-plugin:
name: Pi Agent Plugin
needs: changes
if: needs.changes.outputs.pi_agent_plugin == 'true'
uses: ./.github/workflows/pi-agent-plugin-checks.yml
secrets: inherit
n8n-nodes-mem0:
name: n8n Node
needs: changes
if: needs.changes.outputs.n8n_nodes_mem0 == 'true'
uses: ./.github/workflows/n8n-nodes-mem0-checks.yml
zapier-mem0:
name: Zapier App
needs: changes
if: needs.changes.outputs.zapier_mem0 == 'true'
uses: ./.github/workflows/zapier-mem0-checks.yml
secrets: inherit
docs-llms-txt:
name: docs llms.txt
needs: changes
if: needs.changes.outputs.docs_llms_txt == 'true'
uses: ./.github/workflows/docs-llms-txt-check.yml
secrets: inherit
gate:
name: CI Gate
needs:
- changes
- python-sdk
- ts-sdk
- cli-python
- cli-node
- openclaw
- mem0-plugin
- opencode-plugin
- pi-agent-plugin
- n8n-nodes-mem0
- zapier-mem0
- docs-llms-txt
if: always()
runs-on: ubuntu-latest
steps:
- name: Evaluate pipeline results
env:
NEEDS: ${{ toJSON(needs) }}
run: |
echo "$NEEDS" | jq -r 'to_entries[] | "\(.key): \(.value.result)"'
failed=$(echo "$NEEDS" | jq -r '[to_entries[] | select(.value.result == "failure" or .value.result == "cancelled") | .key] | join(", ")')
if [ -n "$failed" ]; then
echo "::error::Failing pipelines: $failed"
exit 1
fi
echo "All pipelines relevant to this change passed."
+19 -60
View File
@@ -1,20 +1,11 @@
name: ci
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main runs remain standalone.
on:
push:
branches: [main]
paths:
- 'mem0/**'
- 'tests/**'
- 'embedchain/**'
- '.github/workflows/**'
- 'pyproject.toml'
pull_request:
paths:
- 'mem0/**'
- 'tests/**'
- 'embedchain/**'
- 'pyproject.toml'
workflow_call:
jobs:
changelog_check:
@@ -60,9 +51,8 @@ jobs:
runs-on: ubuntu-latest
outputs:
mem0_changed: ${{ steps.filter.outputs.mem0 }}
embedchain_changed: ${{ steps.filter.outputs.embedchain }}
steps:
- uses: actions/checkout@v3
- uses: actions/checkout@v4
- uses: dorny/paths-filter@v2
id: filter
with:
@@ -70,25 +60,28 @@ jobs:
mem0:
- 'mem0/**'
- 'tests/**'
- '.github/workflows/**'
- '.github/workflows/ci.yml'
- 'pyproject.toml'
embedchain:
- 'embedchain/**'
build_mem0:
needs: check_changes
if: needs.check_changes.outputs.mem0_changed == 'true'
runs-on: ubuntu-latest
strategy:
matrix:
python-version: ["3.10", "3.11", "3.12"]
steps:
- uses: actions/checkout@v3
- name: Skip — no relevant changes
if: needs.check_changes.outputs.mem0_changed != 'true'
run: echo "No changes in mem0/, tests/, pyproject.toml, or ci.yml — skipping"
- uses: actions/checkout@v4
if: needs.check_changes.outputs.mem0_changed == 'true'
- name: Set up Python ${{ matrix.python-version }}
if: needs.check_changes.outputs.mem0_changed == 'true'
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Clean up disk space
if: needs.check_changes.outputs.mem0_changed == 'true'
run: |
df -h
sudo rm -rf /usr/share/dotnet /usr/local/lib/android /opt/ghc /opt/hostedtoolcache/CodeQL
@@ -96,61 +89,27 @@ jobs:
sudo docker builder prune -a
df -h
- name: Install Hatch
if: needs.check_changes.outputs.mem0_changed == 'true'
run: pip install hatch
- name: Load cached venv
if: needs.check_changes.outputs.mem0_changed == 'true'
id: cached-hatch-dependencies
uses: actions/cache@v3
with:
path: .venv
key: venv-mem0-${{ runner.os }}-${{ hashFiles('**/pyproject.toml') }}
- name: Install GEOS Libraries
if: needs.check_changes.outputs.mem0_changed == 'true'
run: sudo apt-get update && sudo apt-get install -y libgeos-dev
- name: Install dependencies
if: needs.check_changes.outputs.mem0_changed == 'true' && steps.cached-hatch-dependencies.outputs.cache-hit != 'true'
run: |
pip install --upgrade pip
pip install -e ".[test,graph,vector_stores,llms,extras]"
pip install ruff
if: steps.cached-hatch-dependencies.outputs.cache-hit != 'true'
pip install ruff==0.16.0
- name: Run Linting
if: needs.check_changes.outputs.mem0_changed == 'true'
run: make lint
- name: Run tests and generate coverage report
if: needs.check_changes.outputs.mem0_changed == 'true'
run: make test
build_embedchain:
needs: check_changes
if: needs.check_changes.outputs.embedchain_changed == 'true'
runs-on: ubuntu-latest
strategy:
matrix:
python-version: ["3.9", "3.10", "3.11", "3.12"]
steps:
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Install Hatch
run: pip install hatch
- name: Load cached venv
id: cached-hatch-dependencies
uses: actions/cache@v3
with:
path: .venv
key: venv-embedchain-${{ runner.os }}-${{ hashFiles('**/pyproject.toml') }}
- name: Install dependencies
run: cd embedchain && make install_all
if: steps.cached-hatch-dependencies.outputs.cache-hit != 'true'
- name: Run Formatting
run: |
mkdir -p embedchain/.ruff_cache && chmod -R 777 embedchain/.ruff_cache
cd embedchain && hatch run format
- name: Lint with ruff
run: cd embedchain && make lint
- name: Run tests and generate coverage report
run: cd embedchain && make coverage
- name: Upload coverage reports to Codecov
uses: codecov/codecov-action@v3
with:
file: coverage.xml
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+18 -4
View File
@@ -1,13 +1,25 @@
name: Publish @mem0/cli 📦 to npm
# Dispatched by release.yml (Release Router) when a release tagged
# cli-node-v* is published. Can also be dispatched manually to re-publish
# a tag.
on:
release:
types: [published]
workflow_dispatch:
inputs:
tag:
description: 'Release tag to build and publish (e.g. cli-node-v0.2.0)'
required: true
type: string
prerelease:
description: 'Publish under the version preid dist-tag instead of latest'
required: false
type: boolean
default: false
jobs:
build-n-publish:
name: Build and publish @mem0/cli 📦 to npm
if: startsWith(github.event.release.tag_name, 'cli-node-v')
if: startsWith(inputs.tag, 'cli-node-v')
runs-on: ubuntu-latest
permissions:
id-token: write
@@ -16,6 +28,8 @@ jobs:
working-directory: cli/node
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.tag }}
- name: Install pnpm
uses: pnpm/action-setup@v4
@@ -38,7 +52,7 @@ jobs:
- name: Publish to npm
run: |
if [ "${{ github.event.release.prerelease }}" = "true" ]; then
if [ "${{ inputs.prerelease }}" = "true" ]; then
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
npx npm@latest publish --provenance --access public --tag "$PREID"
else
+3 -4
View File
@@ -1,5 +1,7 @@
name: CLI Node CI
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main and manual runs remain standalone.
on:
workflow_dispatch:
push:
@@ -7,10 +9,7 @@ on:
paths:
- 'cli/node/**'
- '.github/workflows/cli-node-ci.yml'
pull_request:
paths:
- 'cli/node/**'
- '.github/workflows/cli-node-ci.yml'
workflow_call:
jobs:
lint:
+16 -3
View File
@@ -1,13 +1,24 @@
name: Publish mem0-cli 🐍 distributions 📦 to PyPI
# Dispatched by release.yml (Release Router) when a release tagged cli-v* is
# published. Can also be dispatched manually to re-publish a tag.
on:
release:
types: [published]
workflow_dispatch:
inputs:
tag:
description: 'Release tag to build and publish (e.g. cli-v0.2.0)'
required: true
type: string
prerelease:
description: 'Unused for PyPI (pre-releases are expressed in the version itself); accepted for router uniformity'
required: false
type: boolean
default: false
jobs:
build-n-publish:
name: Build and publish mem0-cli 📦 to PyPI
if: startsWith(github.event.release.tag_name, 'cli-v')
if: startsWith(inputs.tag, 'cli-v')
runs-on: ubuntu-latest
permissions:
id-token: write
@@ -16,6 +27,8 @@ jobs:
working-directory: cli/python
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.tag }}
- name: Set up Python
uses: actions/setup-python@v5
+3 -4
View File
@@ -1,5 +1,7 @@
name: CLI Python CI
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main and manual runs remain standalone.
on:
workflow_dispatch:
push:
@@ -7,10 +9,7 @@ on:
paths:
- 'cli/python/**'
- '.github/workflows/cli-python-ci.yml'
pull_request:
paths:
- 'cli/python/**'
- '.github/workflows/cli-python-ci.yml'
workflow_call:
jobs:
lint:
+3 -6
View File
@@ -6,13 +6,10 @@ name: docs - llms.txt check
# python scripts/check-llms-txt-coverage.py # read-only
# python scripts/check-llms-txt-coverage.py --write # scaffold placeholders
# On PRs this is invoked by ci-gate.yml (the single required check);
# manual runs remain standalone.
on:
pull_request:
paths:
- 'docs/**/*.mdx'
- 'docs/llms.txt'
- 'scripts/check-llms-txt-coverage.py'
- 'scripts/llms-txt-ignore.txt'
workflow_call:
workflow_dispatch: {}
permissions:
+40 -12
View File
@@ -12,28 +12,56 @@ jobs:
label:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: stefanbuck/github-issue-parser@v3
id: issue-parser
continue-on-error: true
with:
template-path: .github/ISSUE_TEMPLATE/bug_report.yml
- uses: redhat-plumbers-in-action/advanced-issue-labeler@v3
continue-on-error: true
with:
issue-form: ${{ steps.issue-parser.outputs.jsonString }}
section: component
token: ${{ secrets.GITHUB_TOKEN }}
config-path: .github/advanced-issue-labeler.yml
- uses: stefanbuck/github-issue-parser@v3
id: feature-parser
if: contains(github.event.issue.labels.*.name, 'enhancement')
- name: Infer component from text when the form was not used
uses: actions/github-script@v7
with:
template-path: .github/ISSUE_TEMPLATE/feature_request.yml
script: |
const {
componentLabels,
inferComponentLabels,
loadKeywords,
} = require(`${process.env.GITHUB_WORKSPACE}/.github/scripts/infer-component-labels.js`);
- uses: redhat-plumbers-in-action/advanced-issue-labeler@v3
if: contains(github.event.issue.labels.*.name, 'enhancement')
with:
issue-form: ${{ steps.feature-parser.outputs.jsonString }}
section: component
token: ${{ secrets.GITHUB_TOKEN }}
config-path: .github/advanced-issue-labeler.yml
const { data: issue } = await github.rest.issues.get({
owner: context.repo.owner,
repo: context.repo.repo,
issue_number: context.issue.number,
});
const keywords = loadKeywords(`${process.env.GITHUB_WORKSPACE}/.github/component-keywords.json`);
const known = componentLabels(keywords);
const existing = issue.labels.map((label) => label.name || label);
if (existing.some((name) => known.includes(name))) {
core.info(`Component label already present: ${existing.join(', ')}`);
return;
}
const labels = inferComponentLabels(`${issue.title}\n\n${issue.body || ''}`, keywords);
if (labels.length === 0) {
core.info('No component could be inferred from the issue text');
return;
}
core.info(`Inferred: ${labels.join(', ')}`);
await github.rest.issues.addLabels({
owner: context.repo.owner,
repo: context.repo.repo,
issue_number: context.issue.number,
labels,
});
+58
View File
@@ -0,0 +1,58 @@
name: Mem0 Plugin Checks
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main and manual runs remain standalone.
#
# Covers the Python plugin (scripts/ + tests/). The nested .opencode-plugin/
# is a separate package with its own workflow (opencode-plugin-checks.yml).
on:
workflow_dispatch:
push:
branches: [main]
paths:
- 'integrations/mem0-plugin/**'
- '!integrations/mem0-plugin/.opencode-plugin/**'
- '.github/workflows/mem0-plugin-checks.yml'
workflow_call:
jobs:
test:
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
python-version: ["3.10", "3.11", "3.12"]
steps:
- uses: actions/checkout@v4
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
working-directory: integrations/mem0-plugin
run: |
pip install -r requirements.txt
pip install pytest
- name: Verify hook entry points are executable
working-directory: integrations/mem0-plugin
run: |
missing=$(find scripts -name '*.sh' ! -name '_*' ! -perm -u+x -print)
if [ -n "$missing" ]; then
echo "Hook entry points must be executable:"
echo "$missing"
exit 1
fi
- name: Check hook manifests are valid JSON
working-directory: integrations/mem0-plugin
run: |
for f in plugin.json mcp_config.json hooks.json hooks/*.json; do
jq empty "$f" || (echo "Invalid JSON: $f" && exit 1)
done
- name: Run tests
working-directory: integrations/mem0-plugin
run: pytest -q
+60
View File
@@ -0,0 +1,60 @@
name: Publish n8n-nodes-mem0 📦 to npm
# Dispatched by release.yml (Release Router) when a release tagged
# n8n-nodes-mem0-v* is published. Can also be dispatched manually to
# re-publish a tag.
on:
workflow_dispatch:
inputs:
tag:
description: 'Release tag to build and publish (e.g. n8n-nodes-mem0-v0.1.0)'
required: true
type: string
prerelease:
description: 'Publish under the version preid dist-tag instead of latest'
required: false
type: boolean
default: false
jobs:
build-n-publish:
name: Build and publish n8n-nodes-mem0 📦 to npm
if: startsWith(inputs.tag, 'n8n-nodes-mem0-v')
runs-on: ubuntu-latest
permissions:
id-token: write
defaults:
run:
working-directory: integrations/n8n-nodes-mem0
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.tag }}
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Set up Node.js
uses: actions/setup-node@v4
with:
node-version: '20'
registry-url: 'https://registry.npmjs.org'
cache: 'pnpm'
cache-dependency-path: integrations/n8n-nodes-mem0/pnpm-lock.yaml
- name: Install dependencies
run: pnpm install --frozen-lockfile --ignore-scripts
- name: Build
run: pnpm run build
- name: Publish to npm
run: |
if [ "${{ inputs.prerelease }}" = "true" ]; then
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
npx npm@latest publish --provenance --access public --tag "$PREID"
else
npx npm@latest publish --provenance --access public
fi
@@ -0,0 +1,88 @@
name: n8n-nodes-mem0 checks
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main and manual runs remain standalone.
on:
workflow_dispatch:
push:
branches: [main]
paths:
- 'integrations/n8n-nodes-mem0/**'
- '.github/workflows/n8n-nodes-mem0-checks.yml'
workflow_call:
jobs:
lint:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: 20
cache: 'pnpm'
cache-dependency-path: integrations/n8n-nodes-mem0/pnpm-lock.yaml
- name: Install dependencies
run: cd integrations/n8n-nodes-mem0 && pnpm install --frozen-lockfile --ignore-scripts
- name: Lint
run: cd integrations/n8n-nodes-mem0 && pnpm run lint
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: 20
cache: 'pnpm'
cache-dependency-path: integrations/n8n-nodes-mem0/pnpm-lock.yaml
- name: Install dependencies
run: cd integrations/n8n-nodes-mem0 && pnpm install --frozen-lockfile --ignore-scripts
- name: Run tests
run: cd integrations/n8n-nodes-mem0 && pnpm test
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: 20
cache: 'pnpm'
cache-dependency-path: integrations/n8n-nodes-mem0/pnpm-lock.yaml
- name: Install dependencies
run: cd integrations/n8n-nodes-mem0 && pnpm install --frozen-lockfile --ignore-scripts
- name: Build
run: cd integrations/n8n-nodes-mem0 && pnpm run build
- name: Verify dist output exists
run: |
test -f integrations/n8n-nodes-mem0/dist/nodes/Mem0/Mem0.node.js || (echo "Build output missing: dist/nodes/Mem0/Mem0.node.js" && exit 1)
test -f integrations/n8n-nodes-mem0/dist/credentials/Mem0Api.credentials.js || (echo "Build output missing: dist/credentials/Mem0Api.credentials.js" && exit 1)
test -f integrations/n8n-nodes-mem0/dist/nodes/Mem0/mem0.svg || (echo "Build output missing: dist/nodes/Mem0/mem0.svg" && exit 1)
+20 -6
View File
@@ -1,21 +1,35 @@
name: Publish @mem0/openclaw-mem0 📦 to npm
# Dispatched by release.yml (Release Router) when a release tagged
# openclaw-v* is published. Can also be dispatched manually to re-publish
# a tag.
on:
release:
types: [published]
workflow_dispatch:
inputs:
tag:
description: 'Release tag to build and publish (e.g. openclaw-v0.5.0)'
required: true
type: string
prerelease:
description: 'Publish under the version preid dist-tag instead of latest'
required: false
type: boolean
default: false
jobs:
build-n-publish:
name: Build and publish @mem0/openclaw-mem0 📦 to npm
if: startsWith(github.event.release.tag_name, 'openclaw-v')
if: startsWith(inputs.tag, 'openclaw-v')
runs-on: ubuntu-latest
permissions:
id-token: write
defaults:
run:
working-directory: openclaw
working-directory: integrations/openclaw
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.tag }}
- name: Install pnpm
uses: pnpm/action-setup@v4
@@ -28,7 +42,7 @@ jobs:
node-version: '22'
registry-url: 'https://registry.npmjs.org'
cache: 'pnpm'
cache-dependency-path: openclaw/pnpm-lock.yaml
cache-dependency-path: integrations/openclaw/pnpm-lock.yaml
- name: Install dependencies
run: pnpm install --frozen-lockfile
@@ -38,7 +52,7 @@ jobs:
- name: Publish to npm
run: |
if [ "${{ github.event.release.prerelease }}" = "true" ]; then
if [ "${{ inputs.prerelease }}" = "true" ]; then
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
npx npm@latest publish --provenance --access public --tag "$PREID"
else
+16 -17
View File
@@ -1,16 +1,15 @@
name: openclaw checks
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main and manual runs remain standalone.
on:
workflow_dispatch:
push:
branches: [main]
paths:
- 'openclaw/**'
- '.github/workflows/openclaw-checks.yml'
pull_request:
paths:
- 'openclaw/**'
- 'integrations/openclaw/**'
- '.github/workflows/openclaw-checks.yml'
workflow_call:
jobs:
lint:
@@ -28,13 +27,13 @@ jobs:
with:
node-version: 20
cache: 'pnpm'
cache-dependency-path: openclaw/pnpm-lock.yaml
cache-dependency-path: integrations/openclaw/pnpm-lock.yaml
- name: Install dependencies
run: cd openclaw && pnpm install --frozen-lockfile
run: cd integrations/openclaw && pnpm install --frozen-lockfile
- name: Type check
run: cd openclaw && pnpm exec tsc --noEmit
run: cd integrations/openclaw && pnpm exec tsc --noEmit
test:
runs-on: ubuntu-latest
@@ -54,20 +53,20 @@ jobs:
with:
node-version: ${{ matrix.node-version }}
cache: 'pnpm'
cache-dependency-path: openclaw/pnpm-lock.yaml
cache-dependency-path: integrations/openclaw/pnpm-lock.yaml
- name: Install dependencies
run: cd openclaw && pnpm install --frozen-lockfile
run: cd integrations/openclaw && pnpm install --frozen-lockfile
- name: Run tests with coverage
run: cd openclaw && pnpm exec vitest run --coverage
run: cd integrations/openclaw && pnpm exec vitest run --coverage
- name: Upload coverage to Codecov
if: matrix.node-version == 20
uses: codecov/codecov-action@v4
with:
flags: openclaw
directory: openclaw/coverage
directory: integrations/openclaw/coverage
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
@@ -86,15 +85,15 @@ jobs:
with:
node-version: 20
cache: 'pnpm'
cache-dependency-path: openclaw/pnpm-lock.yaml
cache-dependency-path: integrations/openclaw/pnpm-lock.yaml
- name: Install dependencies
run: cd openclaw && pnpm install --frozen-lockfile
run: cd integrations/openclaw && pnpm install --frozen-lockfile
- name: Build
run: cd openclaw && pnpm build
run: cd integrations/openclaw && pnpm build
- name: Verify dist output exists
run: |
test -f openclaw/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
test -f openclaw/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
test -f integrations/openclaw/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
test -f integrations/openclaw/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
+58
View File
@@ -0,0 +1,58 @@
name: Publish @mem0/opencode-plugin 📦 to npm
# Dispatched by release.yml (Release Router) when a release tagged
# opencode-v* is published. Can also be dispatched manually to re-publish
# a tag.
on:
workflow_dispatch:
inputs:
tag:
description: 'Release tag to build and publish (e.g. opencode-v0.2.0)'
required: true
type: string
prerelease:
description: 'Publish under the version preid dist-tag instead of latest'
required: false
type: boolean
default: false
jobs:
build-n-publish:
name: Build and publish @mem0/opencode-plugin 📦 to npm
if: startsWith(inputs.tag, 'opencode-v')
runs-on: ubuntu-latest
permissions:
id-token: write
defaults:
run:
working-directory: integrations/mem0-plugin/.opencode-plugin
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.tag }}
- name: Install Bun
uses: oven-sh/setup-bun@v2
with:
bun-version: latest
- name: Set up Node.js
uses: actions/setup-node@v4
with:
node-version: '22'
registry-url: 'https://registry.npmjs.org'
- name: Install dependencies
run: bun install --frozen-lockfile
- name: Build
run: bun run build
- name: Publish to npm
run: |
if [ "${{ inputs.prerelease }}" = "true" ]; then
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
npx npm@latest publish --provenance --access public --tag "$PREID"
else
npx npm@latest publish --provenance --access public
fi
@@ -0,0 +1,39 @@
name: opencode-plugin checks
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main and manual runs remain standalone.
on:
workflow_dispatch:
push:
branches: [main]
paths:
- 'integrations/mem0-plugin/.opencode-plugin/**'
- '.github/workflows/opencode-plugin-checks.yml'
workflow_call:
jobs:
build:
runs-on: ubuntu-latest
defaults:
run:
working-directory: integrations/mem0-plugin/.opencode-plugin
steps:
- uses: actions/checkout@v4
- name: Install Bun
uses: oven-sh/setup-bun@v2
with:
bun-version: latest
- name: Install dependencies
run: bun install --frozen-lockfile
- name: Type check
run: bun run type-check
- name: Build
run: bun run build
- name: Verify dist output exists
run: |
test -f dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
+60
View File
@@ -0,0 +1,60 @@
name: Publish @mem0/pi-agent-plugin 📦 to npm
# Dispatched by release.yml (Release Router) when a release tagged
# pi-agent-v* is published. Can also be dispatched manually to re-publish
# a tag.
on:
workflow_dispatch:
inputs:
tag:
description: 'Release tag to build and publish (e.g. pi-agent-v0.1.1)'
required: true
type: string
prerelease:
description: 'Publish under the version preid dist-tag instead of latest'
required: false
type: boolean
default: false
jobs:
build-n-publish:
name: Build and publish @mem0/pi-agent-plugin 📦 to npm
if: startsWith(inputs.tag, 'pi-agent-v')
runs-on: ubuntu-latest
permissions:
id-token: write
defaults:
run:
working-directory: integrations/pi-agent-plugin
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.tag }}
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Set up Node.js
uses: actions/setup-node@v4
with:
node-version: '22'
registry-url: 'https://registry.npmjs.org'
cache: 'pnpm'
cache-dependency-path: integrations/pi-agent-plugin/pnpm-lock.yaml
- name: Install dependencies
run: pnpm install --frozen-lockfile
- name: Build
run: pnpm build
- name: Publish to npm
run: |
if [ "${{ inputs.prerelease }}" = "true" ]; then
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
npx npm@latest publish --provenance --access public --tag "$PREID"
else
npx npm@latest publish --provenance --access public
fi
@@ -0,0 +1,92 @@
name: pi-agent-plugin checks
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main and manual runs remain standalone.
on:
workflow_dispatch:
push:
branches: [main]
paths:
- 'integrations/pi-agent-plugin/**'
- '.github/workflows/pi-agent-plugin-checks.yml'
workflow_call:
jobs:
lint:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: 20
cache: 'pnpm'
cache-dependency-path: integrations/pi-agent-plugin/pnpm-lock.yaml
- name: Install dependencies
run: cd integrations/pi-agent-plugin && pnpm install --frozen-lockfile
- name: Type check
run: cd integrations/pi-agent-plugin && pnpm exec tsc --noEmit
test:
runs-on: ubuntu-latest
strategy:
matrix:
node-version: [20, 22]
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Setup Node.js ${{ matrix.node-version }}
uses: actions/setup-node@v4
with:
node-version: ${{ matrix.node-version }}
cache: 'pnpm'
cache-dependency-path: integrations/pi-agent-plugin/pnpm-lock.yaml
- name: Install dependencies
run: cd integrations/pi-agent-plugin && pnpm install --frozen-lockfile
- name: Run tests
run: cd integrations/pi-agent-plugin && pnpm exec vitest run
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: 20
cache: 'pnpm'
cache-dependency-path: integrations/pi-agent-plugin/pnpm-lock.yaml
- name: Install dependencies
run: cd integrations/pi-agent-plugin && pnpm install --frozen-lockfile
- name: Build
run: cd integrations/pi-agent-plugin && pnpm build
- name: Verify dist output exists
run: |
test -f integrations/pi-agent-plugin/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
test -f integrations/pi-agent-plugin/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
test -f integrations/pi-agent-plugin/dist/entry.js || (echo "Build output missing: dist/entry.js" && exit 1)
test -f integrations/pi-agent-plugin/dist/entry.d.ts || (echo "Build output missing: dist/entry.d.ts" && exit 1)
+64
View File
@@ -0,0 +1,64 @@
name: PR Labeler
on:
pull_request_target:
types: [opened, synchronize, reopened, edited]
concurrency:
group: pr-labeler-${{ github.event.pull_request.number }}
cancel-in-progress: true
permissions:
contents: read
pull-requests: write
issues: read
jobs:
label:
runs-on: ubuntu-latest
steps:
- uses: actions/labeler@v5
with:
repo-token: ${{ secrets.GITHUB_TOKEN }}
- name: Propagate labels from linked issues
uses: actions/github-script@v7
with:
script: |
const allowed = new Set([
'sdk-python', 'sdk-typescript', 'vector-store', 'plugin',
'rest-api', 'documentation', 'ci', 'cli', 'integrations',
]);
const umbrella = { plugin: 'integrations' };
const { repository } = await github.graphql(
`query ($owner: String!, $repo: String!, $number: Int!) {
repository(owner: $owner, name: $repo) {
pullRequest(number: $number) {
closingIssuesReferences(first: 20) {
nodes { labels(first: 50) { nodes { name } } }
}
}
}
}`,
{ owner: context.repo.owner, repo: context.repo.repo, number: context.issue.number },
);
const labels = new Set();
for (const issue of repository.pullRequest.closingIssuesReferences.nodes) {
for (const label of issue.labels.nodes) {
if (allowed.has(label.name)) labels.add(label.name);
}
}
for (const label of [...labels]) {
if (umbrella[label]) labels.add(umbrella[label]);
}
if (labels.size > 0) {
await github.rest.issues.addLabels({
owner: context.repo.owner,
repo: context.repo.repo,
issue_number: context.issue.number,
labels: [...labels],
});
}
+69
View File
@@ -0,0 +1,69 @@
name: Release Router 🚦
# Single entry point for all release publishing.
#
# Package CD workflows no longer listen to release events themselves — this
# router inspects the release tag and dispatches only the matching pipeline,
# so each release produces one routed run instead of one real run plus seven
# skipped ones.
#
# Re-publishing a release (e.g. after fixing registry settings) does NOT
# require deleting and recreating it anymore — manually dispatch the
# package's CD workflow from the tag instead:
#
# gh workflow run <package>-cd.yml --ref refs/tags/<tag> -f tag=<tag>
#
# Note: dispatching runs the workflow file as it exists at the given ref, so
# this router can only dispatch tags created after the workflow_dispatch
# conversion landed on main. For older tags, dispatch manually from main.
on:
release:
types: [published]
permissions:
actions: write
jobs:
route:
name: Route ${{ github.event.release.tag_name }} to its CD pipeline
runs-on: ubuntu-latest
steps:
- name: Match tag prefix to CD workflow
id: match
env:
TAG: ${{ github.event.release.tag_name }}
run: |
# Specific package prefixes first; the bare v* (Python SDK) arm
# must stay last so prefixed tags that also start with 'v'
# (vercel-ai-v*) can never be routed to the Python pipeline.
case "$TAG" in
ts-v*) workflow="ts-sdk-cd.yml" ;;
cli-node-v*) workflow="cli-node-cd.yml" ;;
cli-v*) workflow="cli-python-cd.yml" ;;
vercel-ai-v*) workflow="vercel-ai-cd.yml" ;;
openclaw-v*) workflow="openclaw-cd.yml" ;;
opencode-v*) workflow="opencode-plugin-cd.yml" ;;
pi-agent-v*) workflow="pi-agent-plugin-cd.yml" ;;
n8n-nodes-mem0-v*) workflow="n8n-nodes-mem0-cd.yml" ;;
v*) workflow="cd.yml" ;;
*)
echo "::error::Release tag '$TAG' does not match any known package prefix — nothing will be published. See the tag prefix table in AGENTS.md."
exit 1
;;
esac
echo "workflow=$workflow" >> "$GITHUB_OUTPUT"
echo ":outbox_tray: Routed \`$TAG\` → \`$workflow\`" >> "$GITHUB_STEP_SUMMARY"
- name: Dispatch ${{ steps.match.outputs.workflow }}
env:
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
TAG: ${{ github.event.release.tag_name }}
run: |
# --ref points at the tag so the dispatched run builds (and signs
# provenance for) the exact tagged commit.
gh workflow run "${{ steps.match.outputs.workflow }}" \
--repo "$GITHUB_REPOSITORY" \
--ref "refs/tags/$TAG" \
-f tag="$TAG" \
-f prerelease="${{ github.event.release.prerelease }}"
+17 -4
View File
@@ -1,13 +1,24 @@
name: Publish mem0ai 📦 to npm
# Dispatched by release.yml (Release Router) when a release tagged ts-v* is
# published. Can also be dispatched manually to re-publish a tag.
on:
release:
types: [published]
workflow_dispatch:
inputs:
tag:
description: 'Release tag to build and publish (e.g. ts-v2.1.0)'
required: true
type: string
prerelease:
description: 'Publish under the version preid dist-tag instead of latest'
required: false
type: boolean
default: false
jobs:
build-n-publish:
name: Build and publish mem0ai 📦 to npm
if: startsWith(github.event.release.tag_name, 'ts-v')
if: startsWith(inputs.tag, 'ts-v')
runs-on: ubuntu-latest
permissions:
id-token: write
@@ -16,6 +27,8 @@ jobs:
working-directory: mem0-ts
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.tag }}
- name: Install pnpm
uses: pnpm/action-setup@v4
@@ -38,7 +51,7 @@ jobs:
- name: Publish to npm
run: |
if [ "${{ github.event.release.prerelease }}" = "true" ]; then
if [ "${{ inputs.prerelease }}" = "true" ]; then
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
npx npm@latest publish --provenance --access public --tag "$PREID"
else
+3 -3
View File
@@ -1,14 +1,14 @@
name: TypeScript SDK CI
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main runs remain standalone.
on:
push:
branches: [main]
paths:
- 'mem0-ts/**'
- '.github/workflows/ts-sdk-ci.yml'
pull_request:
paths:
- 'mem0-ts/**'
workflow_call:
jobs:
check_changes:
+20 -6
View File
@@ -1,21 +1,35 @@
name: Publish @mem0/vercel-ai-provider 📦 to npm
# Dispatched by release.yml (Release Router) when a release tagged
# vercel-ai-v* is published. Can also be dispatched manually to re-publish
# a tag.
on:
release:
types: [published]
workflow_dispatch:
inputs:
tag:
description: 'Release tag to build and publish (e.g. vercel-ai-v2.0.7)'
required: true
type: string
prerelease:
description: 'Publish under the version preid dist-tag instead of latest'
required: false
type: boolean
default: false
jobs:
build-n-publish:
name: Build and publish @mem0/vercel-ai-provider 📦 to npm
if: startsWith(github.event.release.tag_name, 'vercel-ai-v')
if: startsWith(inputs.tag, 'vercel-ai-v')
runs-on: ubuntu-latest
permissions:
id-token: write
defaults:
run:
working-directory: vercel-ai-sdk
working-directory: integrations/vercel-ai-sdk
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.tag }}
- name: Install pnpm
uses: pnpm/action-setup@v4
@@ -28,7 +42,7 @@ jobs:
node-version: '22'
registry-url: 'https://registry.npmjs.org'
cache: 'pnpm'
cache-dependency-path: vercel-ai-sdk/pnpm-lock.yaml
cache-dependency-path: integrations/vercel-ai-sdk/pnpm-lock.yaml
- name: Install dependencies
run: pnpm install --frozen-lockfile
@@ -38,7 +52,7 @@ jobs:
- name: Publish to npm
run: |
if [ "${{ github.event.release.prerelease }}" = "true" ]; then
if [ "${{ inputs.prerelease }}" = "true" ]; then
PREID=$(node -p "require('./package.json').version.split('-')[1].split('.')[0]")
npx npm@latest publish --provenance --access public --tag "$PREID"
else
+42
View File
@@ -0,0 +1,42 @@
name: Deploy zapier-mem0 to Zapier
# Zapier apps deploy to Zapier's own platform (not npm), so this is NOT wired
# into the npm release router (release.yml). It is manual workflow_dispatch
# only and requires the ZAPIER_DEPLOY_KEY repo secret.
#
# gh workflow run zapier-mem0-cd.yml --ref main
on:
workflow_dispatch:
jobs:
push:
name: Push zapier-mem0 to Zapier
runs-on: ubuntu-latest
defaults:
run:
working-directory: integrations/zapier-mem0
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Set up Node.js
uses: actions/setup-node@v4
with:
node-version: 22
cache: 'pnpm'
cache-dependency-path: integrations/zapier-mem0/pnpm-lock.yaml
- name: Install dependencies
run: pnpm install --frozen-lockfile
- name: Build TypeScript
run: pnpm build
- name: Push to Zapier
env:
ZAPIER_DEPLOY_KEY: ${{ secrets.ZAPIER_DEPLOY_KEY }}
run: npx zapier-platform-cli@19 push
+47
View File
@@ -0,0 +1,47 @@
name: zapier-mem0 checks
# On PRs this is invoked by ci-gate.yml (the single required check);
# push-to-main and manual runs remain standalone.
#
# CI compiles the TypeScript app, runs `zapier validate` (offline schema + style
# checks) against the build, plus the offline jest unit suite (test/unit.test.ts —
# mocked z.request, no network). The end-to-end jest suite is skipped here because
# it hits the live Mem0 API — it runs locally with MEM0_API_KEY set (see README).
on:
workflow_dispatch:
push:
branches: [main]
paths:
- 'integrations/zapier-mem0/**'
- '.github/workflows/zapier-mem0-checks.yml'
workflow_call:
jobs:
validate:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install pnpm
uses: pnpm/action-setup@v4
with:
version: 9
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: 22
cache: 'pnpm'
cache-dependency-path: integrations/zapier-mem0/pnpm-lock.yaml
- name: Install dependencies
run: cd integrations/zapier-mem0 && pnpm install --frozen-lockfile
- name: Build TypeScript
run: cd integrations/zapier-mem0 && pnpm build
- name: Validate Zapier app definition
run: cd integrations/zapier-mem0 && npx zapier-platform-cli@19 validate
- name: Run offline unit tests
run: cd integrations/zapier-mem0 && pnpm test:unit
+2 -1
View File
@@ -170,7 +170,6 @@ cython_debug/
# Database
db
test-db
!embedchain/embedchain/core/db/
.vscode
.idea/
@@ -190,3 +189,5 @@ eval/
qdrant_storage/
.crossnote
testing.ipynb
.weave/
+4
View File
@@ -0,0 +1,4 @@
[submodule "evaluation"]
path = evaluation
url = https://github.com/mem0ai/memory-benchmarks
branch = main
+15
View File
@@ -0,0 +1,15 @@
{
"name": "mem0-plugins",
"version": "1",
"plugins": [
{
"id": "mem0",
"displayName": "Mem0",
"version": "0.1.0",
"description": "Persistent memory for Kimi Code. Remembers decisions, patterns, and preferences across sessions.",
"homepage": "https://mem0.ai",
"keywords": ["memory", "personalization", "mcp", "semantic-search"],
"source": "https://github.com/mem0ai/mem0/tree/main/integrations/mem0-plugin"
}
]
}
+77 -69
View File
@@ -12,7 +12,7 @@ This file provides context for AI coding assistants (Claude Code, Cursor, GitHub
## Repository Structure
This is a **polyglot monorepo** containing Python and TypeScript packages, CLIs, servers, plugins, documentation, and evaluation tooling.
This is a **polyglot monorepo** containing Python and TypeScript packages, CLIs, servers, plugins, and documentation.
### Key Directories
@@ -22,18 +22,19 @@ This is a **polyglot monorepo** containing Python and TypeScript packages, CLIs,
| `mem0-ts/` | TypeScript SDK (`mem0ai` on npm) — client + OSS memory |
| `cli/python/` | Python CLI (`mem0-cli` on PyPI) — Typer-based, entry point `mem0` |
| `cli/node/` | Node CLI (`@mem0/cli` on npm) — Commander-based, entry point `mem0` |
| `vercel-ai-sdk/` | `@mem0/vercel-ai-provider` — Vercel AI SDK memory provider |
| `openclaw/` | `@mem0/openclaw-mem0` — OpenClaw plugin for Claude Code / AI editors |
| `integrations/` | **Agent & editor integrations**, one directory per integration (see "Adding a New Integration") |
| `integrations/mem0-plugin/` | AI editor plugins (Claude Code, Cursor, Codex) — MCP server connection, lifecycle hooks, skills. Contains nested `.opencode-plugin/` (`@mem0/opencode-plugin`) |
| `integrations/openclaw/` | `@mem0/openclaw-mem0` — OpenClaw plugin for Claude Code / AI editors |
| `integrations/pi-agent-plugin/` | `@mem0/pi-agent-plugin` — Pi Agent plugin |
| `integrations/vercel-ai-sdk/` | `@mem0/vercel-ai-provider` — Vercel AI SDK memory provider |
| `integrations/n8n-nodes-mem0/` | `@mem0/n8n-nodes-mem0` — n8n community node; add / search / get / update / delete memories |
| `integrations/zapier-mem0/` | `@mem0/zapier` — Zapier Platform CLI app (deploys to Zapier, not npm); add / search / get / delete memories |
| `server/` | FastAPI REST server for self-hosted Mem0 (Docker: FastAPI + PostgreSQL/pgvector + Neo4j) |
| `openmemory/` | Self-hosted memory platform — `api/` (FastAPI + Alembic + MCP server) and `ui/` (Next.js 15 + React 19) |
| `mem0-plugin/` | AI editor plugins (Claude Code, Cursor, Codex) — MCP server connection, lifecycle hooks, skills |
| `skills/` | Claude Code skill definitions. Reference skills (SDK knowledge, always-on): `mem0/`, `mem0-cli/`, `mem0-vercel-ai-sdk/`. Pipeline skills (run on demand): `mem0-integrate/`, `mem0-test-integration/` |
| `skills/` | Claude Code skill definitions. Reference skills (SDK knowledge, always-on): `mem0/`, `mem0-cli/`, `mem0-vercel-ai-sdk/`. Pipeline skills (run on demand): `mem0-integrate/`, `mem0-test-integration/`, `mem0-oss-to-platform/` |
| `docs/` | Documentation site (Mintlify) |
| `tests/` | Python SDK tests (pytest) |
| `evaluation/` | Benchmarking framework — LOCOMO evals, experiment runner, score generation |
| `examples/` | Sample projects — demo apps, Chrome extension, multi-agent patterns |
| `cookbooks/` | Jupyter notebooks — customer support chatbot, AutoGen integration |
| `embedchain/` | Legacy Embedchain RAG framework (maintained separately, Poetry-based) |
| `evaluation/` | Submodule → [`mem0ai/memory-benchmarks`](https://github.com/mem0ai/memory-benchmarks) — benchmarking (LOCOMO, LongMemEval, BEAM) lives in that repo |
| `examples/` | Sample projects & runnable demos — apps, Chrome extension, multi-agent patterns, and Jupyter notebooks (`notebooks/`) |
| `pr-reviews/` | Pull request review materials |
| `scripts/` | Repo-wide utility scripts (e.g., `check-llms-txt-coverage.py` for docs/llms.txt sync) |
@@ -50,8 +51,8 @@ mem0 (Python SDK) mem0-ts (TypeScript SDK)
cli/python/ ──▶ mem0ai (optional, for OSS mode)
cli/node/ ──▶ mem0ai (npm, for API calls)
vercel-ai-sdk/ ──▶ ai, @ai-sdk/* providers
openclaw/ ──▶ mem0ai (npm)
integrations/vercel-ai-sdk/ ──▶ ai, @ai-sdk/* providers
integrations/openclaw/ ──▶ mem0ai (npm)
```
## Development Setup
@@ -62,7 +63,7 @@ openclaw/ ──▶ mem0ai (npm)
- **Node.js**: v18+ (v20 or v22 recommended)
- **pnpm**: v10+ (`npm install -g pnpm@10`) — used for all TypeScript packages
- **Hatch**: Python build/environment tool (`pip install hatch`)
- **Docker**: Required for `server/` and `openmemory/` development
- **Docker**: Required for `server/` development
### Initial Setup
@@ -74,8 +75,8 @@ pre-commit install # install git hooks
# TypeScript packages
cd mem0-ts && pnpm install # TS SDK
cd cli/node && pnpm install # Node CLI
cd vercel-ai-sdk && pnpm install # Vercel AI provider
cd openclaw && pnpm install # OpenClaw plugin
cd integrations/vercel-ai-sdk && pnpm install # Vercel AI provider
cd integrations/openclaw && pnpm install # OpenClaw plugin
```
## Build, Lint, and Test Commands
@@ -163,10 +164,10 @@ pnpm run dev # tsx src/index.ts (development)
- **Test:** vitest (not jest)
- **Framework:** Commander + Chalk + ora + cli-table3
### Vercel AI SDK Provider (`vercel-ai-sdk/`)
### Vercel AI SDK Provider (`integrations/vercel-ai-sdk/`)
```bash
cd vercel-ai-sdk
cd integrations/vercel-ai-sdk
pnpm install
pnpm run build # tsup
pnpm run lint # eslint
@@ -181,10 +182,10 @@ pnpm run test:node # vitest (node runtime)
- **Lint:** ESLint + Prettier
- **Test:** jest + vitest (edge/node configs)
### OpenClaw Plugin (`openclaw/`)
### OpenClaw Plugin (`integrations/openclaw/`)
```bash
cd openclaw
cd integrations/openclaw
pnpm install
pnpm run build # tsup
pnpm run test # vitest run
@@ -214,28 +215,6 @@ docker-compose up # starts all 3 services
- **Services:** PostgreSQL with pgvector, Neo4j 5.x with APOC plugin
- **Hot reload:** Dev Dockerfile mounts `server/` and `mem0/` for live changes
### OpenMemory (`openmemory/`)
```bash
# Full stack via Docker Compose
cd openmemory
docker-compose up
# Qdrant: localhost:6333
# API (MCP): localhost:8765
# UI: localhost:3000
# Individual development
cd openmemory/api && uvicorn main:app --reload # FastAPI backend
cd openmemory/ui && npm run dev # Next.js frontend
# Tests
cd openmemory/api && pytest tests/ # API tests (e.g., test_mcp_server.py)
```
- **API:** FastAPI + Alembic (DB migrations) + MCP server (Model Context Protocol)
- **UI:** Next.js 15, React 19, Radix UI, Redux Toolkit, TailwindCSS, Recharts
- **Vector store:** Qdrant
### Documentation (`docs/`)
```bash
@@ -246,18 +225,19 @@ make docs # or: cd docs && mintlify dev
- **API spec:** `docs/openapi.json`
- **Structure:** `api-reference/`, `open-source/`, `platform/`, `integrations/`, `cookbooks/`, `core-concepts/`
### Evaluation (`evaluation/`)
### Evaluation / Benchmarking
Benchmarking lives in the external [`mem0ai/memory-benchmarks`](https://github.com/mem0ai/memory-benchmarks) repo (LOCOMO + LongMemEval + BEAM). The in-repo `evaluation/` path is a **git submodule** pinned to that repo's `main` — populate it with `git submodule update --init evaluation` (or clone mem0 with `--recurse-submodules`), or clone the benchmarks repo standalone:
```bash
cd evaluation
make run-mem0-add # Run mem0 add experiments
make run-mem0-search # Run mem0 search experiments
make run-mem0-plus-add # With graph memory
make run-mem0-plus-search # With graph memory
make run-rag # RAG baseline
make run-full-context # Full context baseline
make run-langmem # LangMem comparison
make run-openai # OpenAI comparison
git clone https://github.com/mem0ai/memory-benchmarks.git
cd memory-benchmarks
pip install -r requirements.txt
# Run a benchmark (Mem0 Cloud; use docker compose for OSS)
python -m benchmarks.locomo.run --project-name my-test --backend cloud --mem0-api-key $MEM0_API_KEY
python -m benchmarks.longmemeval.run --project-name my-test --backend cloud --mem0-api-key $MEM0_API_KEY --all-questions
python -m benchmarks.beam.run --project-name my-test --backend cloud --mem0-api-key $MEM0_API_KEY --chat-sizes 100K --conversations 0-9
```
## Core APIs
@@ -330,7 +310,6 @@ make run-openai # OpenAI comparison
- Root SDK: line length **120**
- Python CLI: line length **100** with extended rule set (UP, B, SIM, RUF)
- **isort** with `profile = "black"` for import sorting.
- Ruff excludes `embedchain/` and `openmemory/` from root config.
### TypeScript Conventions
@@ -343,8 +322,8 @@ make run-openai # OpenAI comparison
|---------|--------|-----------|---------------|
| `mem0-ts/` | — | Prettier | jest |
| `cli/node/` | Biome | Biome | vitest |
| `vercel-ai-sdk/` | ESLint | Prettier | jest + vitest |
| `openclaw/` | — | — | vitest |
| `integrations/vercel-ai-sdk/` | ESLint | Prettier | jest + vitest |
| `integrations/openclaw/` | — | — | vitest |
### Type Checking
@@ -381,15 +360,14 @@ Optional layer on top of vector memory for relationship-aware retrieval. Configu
Model Context Protocol support in multiple places:
- **Remote:** MCP server at `mcp.mem0.ai`
- **Local:** MCP server in `openmemory/api/` (FastAPI-based)
- **Plugin:** MCP tools in `mem0-plugin/` — 9 tools: `add_memory`, `search_memories`, `get_memories`, `get_memory`, `update_memory`, `delete_memory`, `delete_all_memories`, `delete_entities`, `list_entities`
- **Plugin:** MCP tools in `integrations/mem0-plugin/` — 9 tools: `add_memory`, `search_memories`, `get_memories`, `get_memory`, `update_memory`, `delete_memory`, `delete_all_memories`, `delete_entities`, `list_entities`
### Plugin & Skills System
- `mem0-plugin/` provides integrations for Claude Code, Cursor, and Codex via MCP server connections and lifecycle hooks for automatic memory capture.
- `integrations/mem0-plugin/` provides integrations for Claude Code, Cursor, and Codex via MCP server connections and lifecycle hooks for automatic memory capture.
- `skills/` contains structured skill definitions for AI agents, split into two categories:
- **Reference skills** (always-on SDK knowledge): `mem0` (Python + TS SDKs, framework integrations), `mem0-cli` (terminal workflows), `mem0-vercel-ai-sdk` (Vercel AI provider).
- **Pipeline skills** (run on demand): `mem0-integrate` wires Mem0 into an existing repo via a TDD pipeline; `mem0-test-integration` verifies what the integrator produced on the same branch. The two are loosely coupled via `.mem0-integration/` artifacts.
- **Pipeline skills** (run on demand): `mem0-integrate` wires Mem0 into an existing repo via a TDD pipeline; `mem0-test-integration` verifies what the integrator produced on the same branch (the two are loosely coupled via `.mem0-integration/` artifacts); `mem0-oss-to-platform` migrates an existing project from Mem0 OSS to the hosted Platform SDK (plan, then execute on approval).
### Adding a New Provider
@@ -403,38 +381,70 @@ To add a new LLM, embedding, vector store, or reranker provider:
6. Add any new dependencies to the appropriate optional group in `pyproject.toml` (never to core `dependencies`)
7. Follow the exact pattern of existing providers in the same category — match method signatures, error handling, and config structure
### Adding a New Integration
Agent/editor integrations live under `integrations/`. Each is a self-contained directory (its own `package.json`/lockfile, build, and tests). To add one:
1. Create `integrations/<name>/` and build the integration there.
2. If it publishes to a registry, set `repository.directory: "integrations/<name>"` in its `package.json` so npm provenance links to the correct subdirectory.
3. Add CI/CD under `.github/workflows/` (`<name>-checks.yml`, `<name>-cd.yml`). Use `integrations/<name>` in `paths:` triggers, `working-directory`, and `cache-dependency-path`. Register the release tag prefix in the `case` block in `release.yml` (keep the bare `v*` arm last). Keep workflow **filenames** stable — npm OIDC trusted publishing is pinned to repo + workflow filename.
4. If it is a Claude Code / editor marketplace plugin, register its path in the five `marketplace.json` files (root + `.claude-plugin/`, `.cursor-plugin/`, `.codex-plugin/`, `.agents/plugins/`).
5. Document it under `docs/integrations/` and add the page to `docs/docs.json` and `docs/llms.txt`.
6. Add rows to the "Key Directories" table and the CI/CD tables in this file.
## CI/CD
### CI Workflows (automated testing)
| Workflow | File | Triggers | Tests |
|----------|------|----------|-------|
| Python SDK | `ci.yml` | Push to main, PRs on `mem0/`, `tests/`, `pyproject.toml` | Ruff lint + pytest on Python 3.10, 3.11, 3.12 |
| TypeScript SDK | `ts-sdk-ci.yml` | Push to main, PRs on `mem0-ts/` | Prettier + build + jest on Node 20, 22 |
| Python CLI | `cli-python-ci.yml` | Push to `cli/python/`, PRs, manual | Ruff lint + pytest + hatch build on Python 3.10, 3.11, 3.12 |
| Node CLI | `cli-node-ci.yml` | Push to `cli/node/`, PRs, manual | Biome lint + tsc + vitest + tsup build on Node 20, 22 |
| OpenClaw | `openclaw-checks.yml` | Push to `openclaw/`, PRs, manual | tsc + vitest (with Codecov) + tsup build on Node 20, 22 |
| Embedchain | `ci.yml` (shared) | PRs on `embedchain/` | Ruff + pytest + coverage on Python 3.9–3.12 |
PR testing is orchestrated by a single entry point: **`ci-gate.yml` (CI Gate)** runs on every PR, detects which packages changed, and invokes only the relevant package workflows below as reusable workflows (`workflow_call`). Its final **`CI Gate`** job aggregates the results (skipped pipelines pass; failed or cancelled ones fail) and is the **only status check that needs to be required** in branch protection. Package workflows keep their own push-to-main and manual triggers; their `pull_request` triggers moved into the gate's path filters.
| Workflow | File | Standalone Triggers | Tests |
|----------|------|---------------------|-------|
| CI Gate | `ci-gate.yml` | All PRs | Routes to and aggregates the workflows below |
| Python SDK | `ci.yml` | Push to main | Ruff lint + pytest on Python 3.10, 3.11, 3.12 |
| TypeScript SDK | `ts-sdk-ci.yml` | Push to main (on `mem0-ts/`) | Prettier + build + jest on Node 20, 22 |
| Python CLI | `cli-python-ci.yml` | Push to main (on `cli/python/`), manual | Ruff lint + pytest + hatch build on Python 3.10, 3.11, 3.12 |
| Node CLI | `cli-node-ci.yml` | Push to main (on `cli/node/`), manual | Biome lint + tsc + vitest + tsup build on Node 20, 22 |
| OpenClaw | `openclaw-checks.yml` | Push to main (on `integrations/openclaw/`), manual | tsc + vitest (with Codecov) + tsup build on Node 20, 22 |
| Mem0 Plugin | `mem0-plugin-checks.yml` | Push to main (on `integrations/mem0-plugin/`, excluding `.opencode-plugin/`), manual | pytest + hook entry-point exec bits + JSON manifest validation on Python 3.10, 3.11, 3.12 |
| OpenCode Plugin | `opencode-plugin-checks.yml` | Push to main (on `integrations/mem0-plugin/.opencode-plugin/`), manual | Bun: tsc type-check + build + dist artifact check |
| Pi Agent Plugin | `pi-agent-plugin-checks.yml` | Push to main (on `integrations/pi-agent-plugin/`), manual | tsc + vitest + tsup build (dist artifact check) on Node 20, 22 |
| n8n Node | `n8n-nodes-mem0-checks.yml` | Push to main (on `integrations/n8n-nodes-mem0/`), manual | ESLint (n8n-nodes-base) + tsc build (dist artifact check) on Node 20 |
| Zapier App | `zapier-mem0-checks.yml` | Push to main (on `integrations/zapier-mem0/`), manual | build (tsc) + `zapier validate` + offline unit tests on Node 22 |
| docs llms.txt | `docs-llms-txt-check.yml` | Manual | `docs/llms.txt` coverage check |
When adding a new package CI workflow: give it `workflow_call` (plus `push`/`workflow_dispatch` as needed, but no `pull_request` trigger), then register it in `ci-gate.yml` — a path filter under the `changes` job, a call job, and an entry in the gate job's `needs` list.
### CD Workflows (automated publishing)
Publishing is routed through a single entry point: **`release.yml` (Release Router)** is the only workflow that listens to `release: published` events. It matches the release tag prefix and dispatches the corresponding package workflow via `workflow_dispatch`, so each release produces exactly one routed run (no skipped runs from the other pipelines).
| Workflow | File | Tag Prefix | Target |
|----------|------|------------|--------|
| Release Router | `release.yml` | (all releases) | dispatches the matching workflow below |
| Python SDK | `cd.yml` | `v*` | PyPI (`mem0ai`) |
| TypeScript SDK | `ts-sdk-cd.yml` | `ts-v*` | npm (`mem0ai`) |
| Python CLI | `cli-python-cd.yml` | `cli-v*` | PyPI (`mem0-cli`) |
| Node CLI | `cli-node-cd.yml` | `cli-node-v*` | npm (`@mem0/cli`) |
| Vercel AI SDK | `vercel-ai-cd.yml` | `vercel-ai-v*` | npm (`@mem0/vercel-ai-provider`) |
| OpenClaw | `openclaw-cd.yml` | `openclaw-v*` | npm (`@mem0/openclaw-mem0`) |
| OpenCode Plugin | `opencode-plugin-cd.yml` | `opencode-v*` | npm (`@mem0/opencode-plugin`) |
| Pi Agent Plugin | `pi-agent-plugin-cd.yml` | `pi-agent-v*` | npm (`@mem0/pi-agent-plugin`) |
| n8n Node | `n8n-nodes-mem0-cd.yml` | `n8n-nodes-mem0-v*` | npm (`@mem0/n8n-nodes-mem0`) |
- Package CD workflows are `workflow_dispatch`-only (inputs: `tag`, `prerelease`); they check out and build the given tag. Registry trusted-publisher settings stay pinned to each package's own workflow filename.
- All publishing uses **OIDC trusted publishing** — no tokens or secrets required.
- First publish of a new npm package must be done manually; OIDC works for subsequent versions.
- To re-publish a release (e.g. after a registry settings fix), do **not** delete/recreate the GitHub release — manually dispatch the package workflow instead: `gh workflow run <package>-cd.yml --ref refs/tags/<tag> -f tag=<tag>`.
- The **Zapier app** (`integrations/zapier-mem0`) deploys to Zapier's own platform, not npm, so it is **not** in the release router. Deploy it manually: `gh workflow run zapier-mem0-cd.yml --ref main` (requires the `ZAPIER_DEPLOY_KEY` secret).
- When adding a new package: add its CD workflow (`workflow_dispatch` with `tag`/`prerelease` inputs), then register its tag prefix in the `case` block in `release.yml`. Keep the bare `v*` arm last.
### Utility Workflows
| Workflow | File | Purpose |
|----------|------|---------|
| Issue Labeler | `issue-labeler.yml` | Automatic issue labeling |
| PR Labeler | `pr-labeler.yml` | Path-based PR labeling plus propagating labels from linked issues |
| Stale Bot | `stale.yml` | Marks stale issues and PRs |
| llms.txt Check | `docs-llms-txt-check.yml` | Blocks PRs touching `docs/**/*.mdx` when `docs/llms.txt` is out of sync. Fix locally with `python scripts/check-llms-txt-coverage.py --write`. |
@@ -557,7 +567,7 @@ N/A
- Follow existing code patterns — don't introduce new frameworks or abstractions without discussion.
- Version bumps go in `pyproject.toml` (Python) or `package.json` (TypeScript).
- For `server/` and `openmemory/` work, use Docker Compose for local development.
- For `server/` work, use Docker Compose for local development.
- Do NOT use `pip` or `conda` for dependency management — use `hatch` (see `docs/contributing/development.mdx`).
### Contributing Guides
@@ -576,10 +586,8 @@ N/A
- Modify CI/CD workflows without explicit approval.
- Add new Python dependencies to the core `dependencies` list in `pyproject.toml` without discussion — use optional dependency groups instead.
- Commit `.env` files, API keys, or credentials.
- Modify `embedchain/` unless specifically working on that package — it has its own build system (Poetry).
- Skip pre-commit hooks.
- Use npm or yarn in TypeScript packages — this repo uses pnpm exclusively.
- Use `require()` for imports in TypeScript — use ES module `import` syntax.
- Mix up linter configs: root Python SDK uses line-length 120, Python CLI uses 100, Node CLI uses Biome (not ESLint/Ruff).
- Modify `openmemory/` database migrations without understanding the Alembic migration chain.
- Change public APIs without updating documentation in `docs/`.
+134 -47
View File
@@ -1,72 +1,157 @@
# Contributing to mem0
# Contributing to Mem0
Let us make contribution easy, collaborative and fun.
First off, thank you for taking the time to contribute! 🎉 Mem0 is a
community-driven project and we welcome contributions of all kinds — bug fixes,
new features, documentation, examples, and integrations.
## Submit your Contribution through PR
Mem0 is a polyglot monorepo, and this guide covers contributing to both the
**Python SDK** and the **TypeScript SDK** (and the rest of the repository).
To make a contribution, follow these steps:
## Before You Start
1. Fork and clone this repository
2. Do the changes on your fork with dedicated feature branch `feature/f1`
3. If you modified the code (new feature or bug-fix), please add tests for it
4. Include proper documentation / docstring and examples to run the feature
5. Ensure that all tests pass
6. Submit a pull request
### 1. Open an Issue First
For more details about pull requests, please read [GitHub's guides](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/creating-a-pull-request).
**Always open an issue before opening a pull request.** This lets us discuss the
change, avoid duplicate effort, and agree on the approach before you invest time
in code.
- Search [existing issues](https://github.com/mem0ai/mem0/issues) first to see if
your bug or idea already exists.
- If it doesn't, open a
[bug report](https://github.com/mem0ai/mem0/issues/new?template=bug_report.yml) or
[feature request](https://github.com/mem0ai/mem0/issues/new?template=feature_request.yml).
- For anything beyond a trivial fix, wait for a maintainer to confirm the approach
before starting significant work.
### 📦 Development Environment
Every pull request must link to an issue using `Closes #<issue-number>`.
We use `hatch` for managing development environments. To set up:
### 2. Sign the Contributor License Agreement (CLA)
**We cannot accept or merge any pull request until you have signed our Contributor
License Agreement (CLA).**
When you open your first PR, the CLA bot will automatically comment with a link to
sign. Signing takes less than a minute and only needs to be done once. Pull
requests from contributors who have not signed the CLA will be blocked from
merging.
## Repository Layout
The two most common contribution targets are the SDKs:
| Package | Path | Language | Package manager |
| --------------------- | ---------- | ------------ | --------------- |
| Python SDK (`mem0ai`) | `mem0/` | Python 3.9+ | `hatch` |
| TypeScript SDK (`mem0ai`) | `mem0-ts/` | TypeScript | `pnpm` |
Other packages include the CLIs (`cli/python/`, `cli/node/`), integrations
(`integrations/`), the self-hosted `server/`, and the docs site
(`docs/`). See [AGENTS.md](./AGENTS.md) for a full map of the repository.
## Development Workflow
1. **Fork** the repository and **clone** your fork.
2. Create a **feature branch** from `main` (e.g. `feature/my-new-feature` or
`fix/issue-1234`).
3. Make your changes — add **tests**, **documentation**, and **examples** as
appropriate.
4. Run **linting and tests** for every package you touched (see below).
5. Commit using [Conventional Commits](https://www.conventionalcommits.org/)
(e.g. `feat:`, `fix:`, `docs:`, `refactor:`, `test:`).
6. Push and open a **pull request** against `main`, linking the issue with
`Closes #<number>` and filling out the
[PR template](./.github/PULL_REQUEST_TEMPLATE.md).
### Contributing to the Python SDK (`mem0/`)
We use [`hatch`](https://hatch.pypa.io/latest/install/) to manage environments.
**Do not use `pip` or `conda` for dependency management.**
```bash
# Activate environment for specific Python version:
hatch shell dev_py_3_9 # Python 3.9
hatch shell dev_py_3_10 # Python 3.10
hatch shell dev_py_3_11 # Python 3.11
hatch shell dev_py_3_12 # Python 3.12
# Activate a dev environment (3.9 / 3.10 / 3.11 / 3.12)
hatch shell dev_py_3_11
# The environment will automatically install all dev dependencies
# Run tests within the activated shell:
make test
```
### 📌 Pre-commit
To ensure our standards, make sure to install pre-commit before starting to contribute.
```bash
# Install pre-commit hooks (runs ruff + isort on commit)
pre-commit install
# Lint, format, and sort imports
make lint
make format
make sort
# Run the test suite (run `make install_all` first if deps are missing)
make test
```
### 🧪 Testing
- **Linter / formatter:** Ruff (line length **120**)
- **Import sorting:** isort (`profile = "black"`)
- **Tests:** pytest (in `tests/`)
We use `pytest` to test our code across multiple Python versions. You can run tests using:
See the full [Development guide](https://docs.mem0.ai/contributing/development) for
environment details.
### Contributing to the TypeScript SDK (`mem0-ts/`)
We use [`pnpm`](https://pnpm.io/) (v10+) for all TypeScript packages. **Do not use
`npm` or `yarn`.**
```bash
# Run tests with default Python version
make test
cd mem0-ts
pnpm install
# Test specific Python versions:
make test-py-3.9 # Python 3.9 environment
make test-py-3.10 # Python 3.10 environment
make test-py-3.11 # Python 3.11 environment
make test-py-3.12 # Python 3.12 environment
# When using hatch shells, run tests with:
make test # After activating a shell with hatch shell test_XX
pnpm run build # tsup (CJS + ESM)
pnpm run test # jest (all tests)
pnpm run test:unit # unit tests with coverage
```
Make sure that all tests pass across all supported Python versions before submitting a pull request.
- **Build:** tsup
- **Formatter:** Prettier
- **Tests:** jest
- Always run type checking after changes: `pnpm run typecheck` (or `tsc --noEmit`).
- Use ES module `import` syntax — never `require()`.
We look forward to your pull requests and can't wait to see your contributions!
## Good Contribution Practices
### 🚀 Releasing
- **Keep PRs small and focused.** One logical change per PR is easier to review and
merge.
- **Follow existing patterns.** Match the style, structure, and conventions of the
code around you. Don't introduce new frameworks or abstractions without
discussion.
- **Write tests** that would fail without your change — regression tests for bugs,
coverage for new features.
- **Update documentation** in `docs/` for any user-facing change. New `.mdx` pages
must be added to `docs/llms.txt` (run
`python scripts/check-llms-txt-coverage.py --write` to scaffold entries).
- **Add examples** when introducing new user-facing behavior.
- **Run linters and tests locally** before pushing — CI re-runs them on every PR
via the CI Gate.
- **Never commit secrets** — no `.env` files, API keys, or credentials.
- **Don't add core dependencies lightly.** New Python dependencies belong in an
optional group in `pyproject.toml`, not the core `dependencies` list.
- **Be responsive** to review feedback and keep your branch up to date with `main`.
All packages are published automatically via GitHub Actions when a GitHub Release is created with the correct tag prefix.
## Pull Request Checklist
#### Tag Prefixes
Before requesting review, make sure:
- [ ] An issue exists and is linked with `Closes #<number>`
- [ ] You have signed the CLA
- [ ] Your code follows the project's style guidelines (lint passes)
- [ ] You performed a self-review of your changes
- [ ] Tests are added/updated and pass locally
- [ ] Documentation is updated if needed
## Reporting Security Issues
**Do not report security vulnerabilities through public issues or pull requests.**
Please follow our [Security Policy](./SECURITY.md) to report them privately.
## Releasing
All packages are published automatically via GitHub Actions when a GitHub Release
is created with the correct tag prefix.
### Tag Prefixes
| Package | Registry | Tag Prefix | Example |
|---------|----------|------------|---------|
@@ -77,15 +162,17 @@ All packages are published automatically via GitHub Actions when a GitHub Releas
| `@mem0/vercel-ai-provider` | npm | `vercel-ai-v*` | `vercel-ai-v2.0.6` |
| `@mem0/openclaw-mem0` | npm | `openclaw-v*` | `openclaw-v1.0.1` |
#### How to Release
### How to Release
1. Bump the version in `pyproject.toml` (Python) or `package.json` (Node)
2. Create a [GitHub Release](https://github.com/mem0ai/mem0/releases/new) with the matching tag prefix
3. The correct workflow will trigger automatically — verify in the [Actions tab](https://github.com/mem0ai/mem0/actions)
#### Publishing Details
### Publishing Details
- **PyPI packages** use OIDC trusted publishing via `pypa/gh-action-pypi-publish`
- **npm packages** use OIDC trusted publishing via npm CLI (>= 11.5.1) — no tokens or secrets required
- All workflows require `permissions: id-token: write` for OIDC authentication
- First publish of a new npm package must be done manually; OIDC works for subsequent versions
We look forward to your pull requests and can't wait to see your contributions!
+2 -1
View File
@@ -1026,7 +1026,8 @@ def get_user_preferences(user_id: str):
### AutoGen Integration
```python
from cookbooks.helper.mem0_teachability import Mem0Teachability
# Mem0Teachability lives in examples/notebooks/helper/ — see examples/notebooks/mem0-autogen.ipynb
from helper.mem0_teachability import Mem0Teachability
from mem0 import Memory
# Add memory capability to AutoGen agents
-221
View File
@@ -1,221 +0,0 @@
# Migration Guide: Upgrading to mem0 1.0.0
## TL;DR
**What changed?** We simplified the API by removing confusing version parameters. Now everything returns a consistent format: `{"results": [...]}`.
**What you need to do:**
1. Upgrade: `pip install mem0ai==1.0.0`
2. Remove `version` and `output_format` parameters from your code
3. Update response handling to use `result["results"]` instead of treating responses as lists
**Time needed:** ~5-10 minutes for most projects
---
## Quick Migration Guide
### 1. Install the Update
```bash
pip install mem0ai==1.0.0
```
### 2. Update Your Code
**If you're using the Memory API:**
```python
# Before
memory = Memory(config=MemoryConfig(version="v1.1"))
result = memory.add("I like pizza")
# After
memory = Memory() # That's it - version is automatic now
result = memory.add("I like pizza")
```
**If you're using the Client API:**
```python
# Before
client.add(messages, output_format="v1.1")
client.search(query, version="v2", output_format="v1.1")
# After
client.add(messages) # Just remove those extra parameters
client.search(query)
```
### 3. Update How You Handle Responses
All responses now use the same format: a dictionary with `"results"` key.
```python
# Before - you might have done this
result = memory.add("I like pizza")
for item in result: # Treating it as a list
print(item)
# After - do this instead
result = memory.add("I like pizza")
for item in result["results"]: # Access the results key
print(item)
# Graph relations (if you use them)
if "relations" in result:
for relation in result["relations"]:
print(relation)
```
---
## Enhanced Message Handling
The platform client (MemoryClient) now supports the same flexible message formats as the OSS version:
```python
from mem0 import MemoryClient
client = MemoryClient(api_key="your-key")
# All three formats now work:
# 1. Single string (automatically converted to user message)
client.add("I like pizza", user_id="alice")
# 2. Single message dictionary
client.add({"role": "user", "content": "I like pizza"}, user_id="alice")
# 3. List of messages (conversation)
client.add([
{"role": "user", "content": "I like pizza"},
{"role": "assistant", "content": "I'll remember that!"}
], user_id="alice")
```
### Async Mode Configuration
The `async_mode` parameter now defaults to `True` but can be configured:
```python
# Default behavior (async_mode=True)
client.add(messages, user_id="alice")
# Explicitly set async mode
client.add(messages, user_id="alice", async_mode=True)
# Disable async mode if needed
client.add(messages, user_id="alice", async_mode=False)
```
**Note:** `async_mode=True` provides better performance for most use cases. Only set it to `False` if you have specific synchronous processing requirements.
---
## That's It!
For most users, that's all you need to know. The changes are:
- ✅ No more `version` or `output_format` parameters
- ✅ Consistent `{"results": [...]}` response format
- ✅ Cleaner, simpler API
---
## Common Issues
**Getting `KeyError: 'results'`?**
Your code is still treating the response as a list. Update it:
```python
# Change this:
for memory in response:
# To this:
for memory in response["results"]:
```
**Getting `TypeError: unexpected keyword argument`?**
You're still passing old parameters. Remove them:
```python
# Change this:
client.add(messages, output_format="v1.1")
# To this:
client.add(messages)
```
**Seeing deprecation warnings?**
Remove any explicit `version="v1.0"` from your config:
```python
# Change this:
memory = Memory(config=MemoryConfig(version="v1.0"))
# To this:
memory = Memory()
```
---
## What's New in 1.0.0
- **Better vector stores:** Fixed OpenSearch and improved reliability across all stores
- **Cleaner API:** One way to do things, no more confusing options
- **Enhanced GCP support:** Better Vertex AI configuration options
- **Flexible message input:** Platform client now accepts strings, dicts, and lists (aligned with OSS)
- **Configurable async_mode:** Now defaults to `True` but users can override if needed
---
## Need Help?
- Check [GitHub Issues](https://github.com/mem0ai/mem0/issues)
- Read the [documentation](https://docs.mem0.ai/)
- Open a new issue if you're stuck
---
## Advanced: Configuration Changes
**If you configured vector stores with version:**
```python
# Before
config = MemoryConfig(
version="v1.1",
vector_store=VectorStoreConfig(...)
)
# After
config = MemoryConfig(
vector_store=VectorStoreConfig(...)
)
```
---
## Testing Your Migration
Quick sanity check:
```python
from mem0 import Memory
memory = Memory()
# Add should return a dict with "results"
result = memory.add("I like pizza", user_id="test")
assert "results" in result
# Search should return a dict with "results"
search = memory.search("food", user_id="test")
assert "results" in search
# Get all should return a dict with "results"
all_memories = memory.get_all(user_id="test")
assert "results" in all_memories
print("✅ Migration successful!")
```
+1 -1
View File
@@ -11,7 +11,7 @@ install:
hatch env create
install_all:
pip install ruff==0.6.9 groq together boto3 litellm ollama chromadb weaviate weaviate-client sentence_transformers vertexai \
pip install ruff==0.16.0 groq together boto3 litellm ollama chromadb weaviate weaviate-client sentence_transformers vertexai \
google-generativeai elasticsearch opensearch-py vecs "pinecone<7.0.0" pinecone-text faiss-cpu langchain-community \
upstash-vector azure-search-documents langchain-memgraph langchain-neo4j langchain-aws rank-bm25 pymochow pymongo psycopg kuzu databricks-sdk valkey
+27 -7
View File
@@ -46,12 +46,12 @@
| Benchmark | Old | New | Tokens | Latency p50 |
| --- | --- | --- | --- | --- |
| **LoCoMo** | 71.4 | **91.6** | 7.0K | 0.88s |
| **LongMemEval** | 67.8 | **94.8** | 6.8K | 1.09s |
| **LoCoMo** | 71.4 | **92.5** | 7.0K | 0.88s |
| **LongMemEval** | 67.8 | **94.4** | 6.8K | 1.09s |
| **BEAM (1M)** | — | **64.1** | 6.7K | 1.00s |
| **BEAM (10M)** | — | **48.6** | 6.9K | 1.05s |
All benchmarks run on the same production-representative model stack. Single-pass retrieval (one call, no agentic loops).
All benchmarks run on the same production-representative model stack. Single-pass retrieval (one call, no agentic loops) at a top_200 retrieval budget. Scores reflect Mem0's managed platform, which includes proprietary optimizations not available in the open-source SDK; open-source users should expect directionally similar gains but not identical numbers.
**What changed:**
- **Single-pass ADD-only extraction** -- one LLM call, no UPDATE/DELETE. Memories accumulate; nothing is overwritten.
@@ -63,8 +63,8 @@ All benchmarks run on the same production-representative model stack. Single-pas
See the [migration guide](https://docs.mem0.ai/migration/oss-v2-to-v3) for upgrade instructions. The [evaluation framework](https://github.com/mem0ai/memory-benchmarks) is open-sourced so anyone can reproduce the numbers.
## Research Highlights
- **91.6 on LoCoMo** -- +20 points over the previous algorithm
- **94.8 on LongMemEval** -- +27 points, with +53.6 on assistant memory recall
- **92.5 on LoCoMo** -- +21 points over the previous algorithm
- **94.4 on LongMemEval** -- +27 points, with 98.2 on assistant memory recall
- **64.1 on BEAM (1M)** -- production-scale memory evaluation at 1M tokens
- [Read the full paper](https://mem0.ai/research)
@@ -86,7 +86,25 @@ See the [migration guide](https://docs.mem0.ai/migration/oss-v2-to-v3) for upgra
## 🚀 Quickstart Guide <a name="quickstart"></a>
> **Agent Mode — for AI agents setting up Mem0 autonomously.** Run `mem0 init --agent --agent-caller <your-name> --json` (after `pip install mem0-cli` or `npm install -g @mem0/cli`), replacing `<your-name>` with your AI agent identity (e.g. `claude-code`, `cursor`, `codex`). This mints an evaluation Mem0 API key in <5 seconds — no email, no dashboard, no OTP. If you forgot to pass `--agent-caller`, run `mem0 identify <your-name>` after init. Use the key immediately against the Platform or the MCP server. The human owner can claim ownership later with `mem0 init --email <their-email>`: memories transfer, the same key keeps working, and the agent isn't disrupted.
### Sign up as an agent
AI agents can mint a working Mem0 API key in under five seconds — no email, no dashboard, no OTP. Four commands end-to-end:
```bash
# 1. Install
npm install -g @mem0/cli # or: pip install mem0-cli
# 2. Sign up as an agent (replace `claude-code` with your name)
mem0 init --agent --agent-caller claude-code
# 3. Add a memory
mem0 add "I am using mem0"
# 4. Search
mem0 search "am I using mem0"
```
The human owner can claim the account later with `mem0 init --email <their-email>` — same key, memories preserved. Full guide: [Sign up as an agent](https://docs.mem0.ai/platform/agent-signup).
| | Library | Self-Hosted Server | Cloud Platform |
|---|---------|-------------------|----------------|
@@ -135,6 +153,7 @@ See the [self-hosted docs](https://docs.mem0.ai/open-source/overview) for config
1. Sign up on [Mem0 Platform](https://app.mem0.ai?utm_source=oss&utm_medium=readme)
2. Embed the memory layer via SDK or API keys
3. Using hosted Qdrant vectors? See the [Platform migration guide](https://docs.mem0.ai/migration/oss-to-platform) to import them into Mem0 Platform.
### CLI
@@ -167,9 +186,10 @@ npx skills add https://github.com/mem0ai/mem0 --skill mem0-vercel-ai-sdk
```bash
npx skills add https://github.com/mem0ai/mem0 --skill mem0-integrate
npx skills add https://github.com/mem0ai/mem0 --skill mem0-test-integration
npx skills add https://github.com/mem0ai/mem0 --skill mem0-oss-to-platform
```
Use `/mem0-integrate` to wire Mem0 into an existing repo via a test-first pipeline, then `/mem0-test-integration` to verify. See the [skills catalog](./skills/) or [Vibecoding with Mem0](https://docs.mem0.ai/vibecoding) for the full picture.
Use `/mem0-integrate` to wire Mem0 into an existing repo via a test-first pipeline, then `/mem0-test-integration` to verify. Use `/mem0-oss-to-platform` to migrate an existing project from Mem0 OSS to the hosted Platform SDK. See the [skills catalog](./skills/) or [Vibecoding with Mem0](https://docs.mem0.ai/vibecoding) for the full picture.
### Basic Usage
+48
View File
@@ -0,0 +1,48 @@
# Security Policy
We take the security of Mem0 and our community seriously. Thank you for helping
keep Mem0 and its users safe by disclosing vulnerabilities responsibly.
## Reporting a Vulnerability
Please **do not** report security vulnerabilities through public GitHub issues,
pull requests, or discussions.
If you believe you have found a security vulnerability in Mem0, please report it
privately through one of the following channels:
1. **GitHub Private Vulnerability Reporting** — open a
[private security advisory](https://github.com/mem0ai/mem0/security/advisories/new)
directly on this repository.
2. **Email** the maintainers at **support@mem0.ai** with the subject line:
`SECURITY: Mem0 vulnerability report`
To help us triage and resolve the issue quickly, please include as much of the
following as you can:
- Affected component or package (e.g. Python SDK, TypeScript SDK, server, CLI)
- Affected version, tag, or commit
- Clear, step-by-step reproduction instructions
- The security impact and a proof of concept, if available
- Any suggested fix or mitigation
## Response Process
- We will acknowledge receipt of your report within **72 hours**.
- We will work with you privately to confirm the issue and assess its impact.
- Once a fix or mitigation is ready, we will coordinate a disclosure timeline
with you and credit you for the discovery, unless you prefer to remain anonymous.
## Public Disclosure
Please avoid sharing technical details of the vulnerability publicly until the
maintainers have reviewed the issue and a fix or mitigation has been released. We
are committed to resolving valid reports promptly and keeping you informed
throughout the process.
## Supported Versions
We release security fixes against the latest published version of each package.
Whenever possible, please reproduce the issue on the most recent release before
reporting.
+1 -2
View File
@@ -60,9 +60,8 @@ mem0 delete <memory-id>
| `mem0 entity` | List or delete entities (users, agents, apps, runs) |
| `mem0 event` | Inspect background processing events (bulk deletes, large add jobs) |
| `mem0 status` | Verify API connection and display current project |
| `mem0 version` | Print the CLI version |
Run `mem0 <command> --help` for detailed usage on any command.
Run `mem0 <command> --help` for detailed usage on any command, or `mem0 --version` to print the CLI version.
## Agent mode
+13 -1
View File
@@ -207,7 +207,11 @@
{ "name": "immutable", "flags": ["--immutable"], "type": "boolean", "default": false, "help": "Prevent future updates." },
{ "name": "no_infer", "flags": ["--no-infer"], "type": "boolean", "default": false, "help": "Skip inference, store raw." },
{ "name": "expires", "flags": ["--expires"], "type": "string", "help": "Expiration date (YYYY-MM-DD)." },
{ "name": "categories", "flags": ["--categories"], "type": "string", "help": "Categories (JSON array or comma-separated)." },
{ "name": "categories", "flags": ["--categories"], "type": "string", "help": "Not supported on add, use --custom-categories instead." },
{ "name": "custom_instructions", "flags": ["--custom-instructions"], "type": "string", "help": "Custom instructions for fact extraction." },
{ "name": "custom_categories", "flags": ["--custom-categories"], "type": "string", "help": "Custom categories as a JSON array of {name: description} objects." },
{ "name": "structured_data_schema", "flags": ["--structured-data-schema"], "type": "string", "help": "Schema for structured data extraction, as JSON." },
{ "name": "timestamp", "flags": ["--timestamp"], "type": "integer", "help": "Unix timestamp for the memory." },
{ "name": "graph", "flags": ["--graph"], "type": "boolean", "default": false, "help": "Enable graph memory extraction.", "panel": "Scope" },
{ "name": "no_graph", "flags": ["--no-graph"], "type": "boolean", "default": false, "help": "Disable graph memory extraction.", "panel": "Scope" },
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "text", "help": "Output format: text, json, quiet.", "panel": "Output" }
@@ -244,6 +248,9 @@
{ "name": "keyword", "flags": ["--keyword"], "type": "boolean", "default": false, "help": "Use keyword search.", "panel": "Search" },
{ "name": "filter_json", "flags": ["--filter"], "type": "string", "help": "Advanced filter expression (JSON).", "panel": "Search" },
{ "name": "fields", "flags": ["--fields"], "type": "string", "help": "Specific fields to return (comma-separated).", "panel": "Search" },
{ "name": "show_expired", "flags": ["--show-expired"], "type": "boolean", "default": false, "help": "Include expired memories.", "panel": "Search" },
{ "name": "reference_date", "flags": ["--reference-date"], "type": "string", "help": "Reference date for relative queries (YYYY-MM-DD or unix timestamp).", "panel": "Search" },
{ "name": "latest_only", "flags": ["--latest-only"], "type": "boolean", "default": false, "help": "Only return the latest version of each memory.", "panel": "Search" },
{ "name": "graph", "flags": ["--graph"], "type": "boolean", "default": false, "help": "Enable graph in search.", "panel": "Search" },
{ "name": "no_graph", "flags": ["--no-graph"], "type": "boolean", "default": false, "help": "Disable graph in search.", "panel": "Search" },
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "text", "help": "Output: text, json, table.", "panel": "Output" }
@@ -296,6 +303,8 @@
{ "name": "category", "flags": ["--category"], "type": "string", "help": "Filter by category.", "panel": "Filters" },
{ "name": "after", "flags": ["--after"], "type": "string", "help": "Created after (YYYY-MM-DD).", "panel": "Filters" },
{ "name": "before", "flags": ["--before"], "type": "string", "help": "Created before (YYYY-MM-DD).", "panel": "Filters" },
{ "name": "show_expired", "flags": ["--show-expired"], "type": "boolean", "default": false, "help": "Include expired memories.", "panel": "Filters" },
{ "name": "latest_only", "flags": ["--latest-only"], "type": "boolean", "default": false, "help": "Only return the latest version of each memory.", "panel": "Filters" },
{ "name": "graph", "flags": ["--graph"], "type": "boolean", "default": false, "help": "Enable graph in listing.", "panel": "Filters" },
{ "name": "no_graph", "flags": ["--no-graph"], "type": "boolean", "default": false, "help": "Disable graph in listing.", "panel": "Filters" },
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "table", "help": "Output: text, json, table.", "panel": "Output" }
@@ -329,6 +338,8 @@
],
"options": [
{ "name": "metadata", "flags": ["--metadata", "-m"], "type": "string", "help": "Update metadata (JSON)." },
{ "name": "expires", "flags": ["--expires"], "type": "string", "help": "Expiration date (YYYY-MM-DD)." },
{ "name": "timestamp", "flags": ["--timestamp"], "type": "integer", "help": "Unix timestamp for the memory." },
{ "name": "output", "flags": ["--output", "-o"], "type": "string", "default": "text", "help": "Output: text, json, quiet.", "panel": "Output" }
],
"apiEndpoint": "update"
@@ -356,6 +367,7 @@
{ "name": "all", "flags": ["--all"], "type": "boolean", "default": false, "help": "Delete all memories matching scope filters." },
{ "name": "entity", "flags": ["--entity"], "type": "boolean", "default": false, "help": "Delete the entity itself and all its memories (cascade)." },
{ "name": "project", "flags": ["--project"], "type": "boolean", "default": false, "help": "With --all: delete ALL memories project-wide." },
{ "name": "delete_linked", "flags": ["--delete-linked"], "type": "boolean", "default": false, "help": "Also delete memories linked to this memory." },
{ "name": "dry_run", "flags": ["--dry-run"], "type": "boolean", "default": false, "help": "Show what would be deleted without deleting." },
{ "name": "force", "flags": ["--force"], "type": "boolean", "default": false, "help": "Skip confirmation." },
{ "name": "user_id", "flags": ["--user-id", "-u"], "type": "string", "help": "Scope to user.", "panel": "Scope" },
+41
View File
@@ -0,0 +1,41 @@
# Node CLI (`cli/node/`)
The `@mem0/cli` package on npm. Commander-based, entry point `mem0`.
## Commands
```bash
pnpm install
pnpm run build # tsup (ESM)
pnpm run lint # biome check src/
pnpm run lint:fix # biome check --write src/
pnpm run typecheck # tsc --noEmit
pnpm run test # vitest run
pnpm run test:watch
pnpm run dev # tsx src/index.ts
```
pnpm only. Never npm, never yarn.
## Conventions
> **Biome, not ESLint. vitest, not jest.** `mem0-ts/` uses Prettier + jest and
> `integrations/vercel-ai-sdk/` uses ESLint + jest. Running those tools here produces
> spurious diffs. Every toolchain in this repo is per-package.
- **Node 18+** required.
- **Build:** tsup, ESM output only.
- **Linter and formatter:** Biome, configured in `biome.json`.
- **Tests:** vitest.
- **TypeScript strict mode.** ES module `import` syntax only, never `require()`.
Run `pnpm run typecheck` after every change.
## Dependencies
Commander + Chalk + ora + cli-table3, and `mem0ai` (npm) for API calls.
## CI and release
- CI: `cli-node-ci.yml`, Biome + tsc + vitest + tsup build on Node 20 and 22.
- Release: tag prefix `cli-node-v*` dispatches `cli-node-cd.yml`, publishing to npm over OIDC.
+1
View File
@@ -0,0 +1 @@
AGENTS.md
+2 -8
View File
@@ -232,14 +232,6 @@ Verify your API connection and display the current project.
mem0 status
```
### `mem0 version`
Print the CLI version.
```bash
mem0 version
```
## Agent mode
Pass `--agent` (or its alias `--json`) as a **global flag** on any command to get output designed for AI agent tool loops:
@@ -298,6 +290,8 @@ These flags are available on all commands:
| `--base-url` | Override the configured API base URL for this request |
| `-o, --output` | Set the output format |
`mem0 --version` prints the CLI version. It is only valid before a subcommand, not after one.
## Environment variables
| Variable | Description |
+1 -1
View File
@@ -51,7 +51,7 @@ pnpm link --global
# Now use it like a normal CLI
mem0 --help
mem0 version
mem0 --version
```
> **Warning:** If you also have the Python CLI installed, both register the `mem0` command. The last one linked/installed wins. Unlink with `pnpm unlink --global`.
+13 -2
View File
@@ -1,6 +1,6 @@
{
"name": "@mem0/cli",
"version": "0.2.5",
"version": "0.2.12",
"description": "The official CLI for mem0 — the memory layer for AI agents",
"type": "module",
"bin": {
@@ -40,8 +40,19 @@
"typescript": "^5.4.0",
"tsup": "^8.0.0",
"tsx": "^4.7.0",
"vitest": "^1.5.0",
"vite": "^6.0.0",
"vitest": "^4.1.0",
"@biomejs/biome": "^1.7.0",
"@types/node": "^20.0.0"
},
"pnpm": {
"overrides": {
"jws@4.0.0": "4.0.1",
"langsmith@<0.6.0": "^0.6.0",
"tar-fs@>=2.0.0 <2.1.4": "^2.1.4",
"picomatch@<2.3.2": "^2.3.2",
"esbuild": ">=0.28.1",
"postcss@<8.5.18": ">=8.5.18 <9.0.0"
}
}
}
+327 -723
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+14
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@@ -0,0 +1,14 @@
packages:
- '.'
onlyBuiltDependencies:
- "@biomejs/biome"
- esbuild
overrides:
jws@4.0.0: 4.0.1
langsmith@<0.6.0: ^0.6.0
tar-fs@>=2.0.0 <2.1.4: ^2.1.4
picomatch@<2.3.2: ^2.3.2
"esbuild": ">=0.28.1"
"postcss@<8.5.18": ">=8.5.18 <9.0.0"
+17 -1
View File
@@ -14,7 +14,11 @@ export interface AddOptions {
immutable?: boolean;
infer?: boolean;
expires?: string;
categories?: string[];
customInstructions?: string;
agentCustomInstructions?: string;
customCategories?: Record<string, string>[];
structuredDataSchema?: Record<string, unknown>;
timestamp?: number;
}
export interface SearchOptions {
@@ -28,6 +32,9 @@ export interface SearchOptions {
keyword?: boolean;
filters?: Record<string, unknown>;
fields?: string[];
showExpired?: boolean;
referenceDate?: string | number;
latestOnly?: boolean;
}
export interface ListOptions {
@@ -40,6 +47,8 @@ export interface ListOptions {
category?: string;
after?: string;
before?: string;
showExpired?: boolean;
latestOnly?: boolean;
}
export interface DeleteOptions {
@@ -48,6 +57,12 @@ export interface DeleteOptions {
agentId?: string;
appId?: string;
runId?: string;
deleteLinked?: boolean;
}
export interface UpdateOptions {
expirationDate?: string;
timestamp?: number;
}
export interface EntityIds {
@@ -77,6 +92,7 @@ export interface Backend {
memoryId: string,
content?: string,
metadata?: Record<string, unknown>,
opts?: UpdateOptions,
): Promise<Record<string, unknown>>;
delete(
+55 -19
View File
@@ -15,8 +15,13 @@ import {
type ListOptions,
NotFoundError,
type SearchOptions,
type UpdateOptions,
} from "./base.js";
function encodePathSegment(value: unknown): string {
return encodeURIComponent(String(value));
}
export class PlatformBackend implements Backend {
private baseUrl: string;
private headers: Record<string, string>;
@@ -146,7 +151,15 @@ export class PlatformBackend implements Backend {
if (opts.immutable) payload.immutable = true;
if (opts.infer === false) payload.infer = false;
if (opts.expires) payload.expiration_date = opts.expires;
if (opts.categories) payload.categories = opts.categories;
if (opts.customInstructions)
payload.custom_instructions = opts.customInstructions;
if (opts.agentCustomInstructions)
payload.agent_custom_instructions = opts.agentCustomInstructions;
if (opts.customCategories)
payload.custom_categories = opts.customCategories;
if (opts.structuredDataSchema)
payload.structured_data_schema = opts.structuredDataSchema;
if (opts.timestamp !== undefined) payload.timestamp = opts.timestamp;
payload.source = "CLI";
return (await this._request("POST", "/v3/memories/add/", {
@@ -207,6 +220,10 @@ export class PlatformBackend implements Backend {
if (opts.rerank) payload.rerank = true;
if (opts.keyword) payload.keyword_search = true;
if (opts.fields) payload.fields = opts.fields;
if (opts.showExpired) payload.show_expired = true;
if (opts.referenceDate !== undefined)
payload.reference_date = opts.referenceDate;
if (opts.latestOnly) payload.latest_only = true;
payload.source = "CLI";
const result = (await this._request("POST", "/v3/memories/search/", {
@@ -218,9 +235,13 @@ export class PlatformBackend implements Backend {
}
async get(memoryId: string): Promise<Record<string, unknown>> {
return (await this._request("GET", `/v1/memories/${memoryId}/`, {
params: { source: "CLI" },
})) as Record<string, unknown>;
return (await this._request(
"GET",
`/v1/memories/${encodePathSegment(memoryId)}/`,
{
params: { source: "CLI" },
},
)) as Record<string, unknown>;
}
async listMemories(
@@ -257,6 +278,8 @@ export class PlatformBackend implements Backend {
extraFilters: Object.keys(extra).length > 0 ? extra : undefined,
});
if (apiFilters) payload.filters = apiFilters;
if (opts.showExpired) payload.show_expired = true;
if (opts.latestOnly) payload.latest_only = true;
payload.source = "CLI";
const result = (await this._request("POST", "/v3/memories/", {
@@ -272,14 +295,21 @@ export class PlatformBackend implements Backend {
memoryId: string,
content?: string,
metadata?: Record<string, unknown>,
opts: UpdateOptions = {},
): Promise<Record<string, unknown>> {
const payload: Record<string, unknown> = {};
if (content) payload.text = content;
if (metadata) payload.metadata = metadata;
if (opts.expirationDate) payload.expiration_date = opts.expirationDate;
if (opts.timestamp !== undefined) payload.timestamp = opts.timestamp;
payload.source = "CLI";
return (await this._request("PUT", `/v1/memories/${memoryId}/`, {
json: payload,
})) as Record<string, unknown>;
return (await this._request(
"PUT",
`/v1/memories/${encodePathSegment(memoryId)}/`,
{
json: payload,
},
)) as Record<string, unknown>;
}
async delete(
@@ -297,9 +327,13 @@ export class PlatformBackend implements Backend {
})) as Record<string, unknown>;
}
if (memoryId) {
return (await this._request("DELETE", `/v1/memories/${memoryId}/`, {
params: { source: "CLI" },
})) as Record<string, unknown>;
const params: Record<string, string> = { source: "CLI" };
if (opts.deleteLinked) params.delete_linked = "true";
return (await this._request(
"DELETE",
`/v1/memories/${encodePathSegment(memoryId)}/`,
{ params },
)) as Record<string, unknown>;
}
throw new Error("Either memoryId or --all is required");
}
@@ -316,16 +350,18 @@ export class PlatformBackend implements Backend {
if (entities.length === 0) {
throw new Error("At least one entity ID is required for deleteEntities.");
}
// Delete each provided entity via the v2 path-based endpoint
let result: Record<string, unknown> = {};
// Delete each provided entity via the v2 path-based endpoint. Key each
// response by entity type so a multi-entity delete (e.g. --user-id and
// --agent-id together) doesn't discard everything but the last result.
const results: Record<string, unknown> = {};
for (const [entityType, entityId] of entities) {
result = (await this._request(
results[entityType] = (await this._request(
"DELETE",
`/v2/entities/${entityType}/${entityId}/`,
`/v2/entities/${encodePathSegment(entityType)}/${encodePathSegment(entityId)}/`,
{ params: { source: "CLI" } },
)) as Record<string, unknown>;
}
return result;
return results;
}
async ping(): Promise<Record<string, unknown>> {
@@ -384,9 +420,9 @@ export class PlatformBackend implements Backend {
}
async getEvent(eventId: string): Promise<Record<string, unknown>> {
return (await this._request("GET", `/v1/event/${eventId}/`)) as Record<
string,
unknown
>;
return (await this._request(
"GET",
`/v1/event/${encodePathSegment(eventId)}/`,
)) as Record<string, unknown>;
}
}
+1 -1
View File
@@ -247,7 +247,7 @@ export async function claimViaOtp(
printError(`Claim failed: ${detail}`);
if (errCode === "email_already_claimed") {
console.log(
` ${dim("Tip: this email already has a Mem0 account. Sign in there and run `mem0 link <key>` to attach this agent.")}`,
` ${dim("Tip: this email already has a Mem0 account. Sign in at app.mem0.ai with your existing credentials.")}`,
);
}
process.exit(1);
+147
View File
@@ -0,0 +1,147 @@
/**
* `mem0 agent-rush <add|search> "..."` — wraps the AGENTRUSH platform endpoints.
* Project routing is implicit (server-side); zero flags needed.
*/
import readline from "node:readline";
import { colors, printError, printSuccess } from "../branding.js";
import { loadConfig, saveConfig } from "../config.js";
import { CLI_VERSION } from "../version.js";
const PII_WARNING = [
"",
"⚠️ AGENTRUSH memories are PUBLIC — visible to any other player.",
" Do not include real names, emails, secrets, work content, or PII.",
"",
].join("\n");
const ERROR_HINTS: Record<string, string> = {
agentrush_search_first:
"Run 3 'mem0 agent-rush search' commands before adding.",
agentrush_search_quota: "You've used your 3 lifetime searches.",
agentrush_add_quota: "You've used your 3 lifetime adds.",
agentrush_not_agent_mode:
"Re-run 'mem0 init --agent' to bootstrap an agent-mode key.",
agentrush_length: "Memory text must be 50-1000 characters.",
agentrush_no_urls: "URLs are not allowed.",
agentrush_blocklist: "Content contains a blocked term.",
agentrush_global_quota: "Event-wide cap reached. Try again later.",
agentrush_not_provisioned:
"AGENTRUSH is not provisioned in this environment.",
};
async function callEndpoint(
path: string,
body: Record<string, unknown>,
): Promise<unknown> {
const config = loadConfig();
const baseUrl = (config.platform?.baseUrl ?? "https://api.mem0.ai").replace(
/\/+$/,
"",
);
if (!config.platform?.apiKey) {
printError("Not initialized. Run `mem0 init --agent` first.");
process.exit(1);
}
const resp = await fetch(`${baseUrl}${path}`, {
method: "POST",
headers: {
Authorization: `Token ${config.platform.apiKey}`,
"Content-Type": "application/json",
"X-Mem0-Source": "cli",
"X-Mem0-Client-Language": "node",
"X-Mem0-Client-Version": CLI_VERSION,
"X-Mem0-Mode": "agent-rush",
},
body: JSON.stringify(body),
signal: AbortSignal.timeout(30_000),
});
const json = await resp.json().catch(() => ({}));
if (!resp.ok) {
const code =
(json as { error?: { code?: string } }).error?.code ?? "unknown";
printError(`AGENTRUSH error: ${code}`);
if (ERROR_HINTS[code]) {
console.log(` ${colors.dim(ERROR_HINTS[code])}`);
}
process.exit(1);
}
return json;
}
function promptLine(question: string): Promise<string> {
const rl = readline.createInterface({
input: process.stdin,
output: process.stdout,
});
return new Promise((resolve) => {
rl.question(question, (answer) => {
rl.close();
resolve(answer.trim());
});
});
}
/**
* Ensure the human has acknowledged that AGENTRUSH memories are PUBLIC.
*
* Interactive (TTY): show the prompt; on "y" persist `agentRush.acknowledgedAt`
* so we never ask the same machine twice. On anything else, abort.
*
* Non-interactive (agent invocation, no TTY): print the warning to stderr
* for the human reading the agent's transcript and proceed — agents can't
* answer y/N prompts.
*/
async function ensureWarningAcknowledged(): Promise<void> {
const config = loadConfig();
if (config.agentRush?.acknowledgedAt) return;
if (!process.stdin.isTTY || !process.stdout.isTTY) {
// Agent context: surface the warning to stderr, don't block.
console.error(PII_WARNING);
return;
}
console.log(PII_WARNING);
const answer = (await promptLine(" Continue? [y/N]: ")).toLowerCase();
if (answer !== "y" && answer !== "yes") {
printError("Aborted.");
process.exit(1);
}
config.agentRush.acknowledgedAt = new Date().toISOString();
saveConfig(config);
}
export async function cmdAgentRushAdd(content: string): Promise<void> {
await ensureWarningAcknowledged();
const result = await callEndpoint("/v1/agent-rush/memories/", { content });
printSuccess(
`Memory submitted (event_id: ${(result as { event_id?: string }).event_id ?? "?"})`,
);
}
export async function cmdAgentRushSearch(query: string): Promise<void> {
const result = (await callEndpoint("/v1/agent-rush/memories/search/", {
query,
})) as {
results?: Array<{ memory?: string }>;
memories?: Array<{ memory?: string }>;
};
const memories = result.results ?? result.memories ?? [];
if (memories.length === 0) {
console.log(colors.dim("(no results)"));
return;
}
memories.slice(0, 5).forEach((m, i) => {
console.log(` ${i + 1}. ${m.memory ?? JSON.stringify(m)}`);
});
}
+79 -35
View File
@@ -21,16 +21,19 @@ import {
formatSingleMemory,
printResultSummary,
} from "../output.js";
import { isAgentMode, setCurrentCommand } from "../state.js";
import { isAgentMode, setCurrentCommand, stdinIsPiped } from "../state.js";
/** True only when stdin is an actual pipe or file redirect — never in agent mode. */
function _stdinIsPiped(): boolean {
if (isAgentMode()) return false;
try {
const stat = fs.fstatSync(0);
return stat.isFIFO() || stat.isFile();
} catch {
return false;
/** Exit 1 if value is not a future YYYY-MM-DD date. */
function _validateExpires(value: string): void {
if (!/^\d{4}-\d{2}-\d{2}$/.test(value)) {
printError(
"Invalid date format for --expires. Use YYYY-MM-DD (e.g. 2025-12-31).",
);
process.exit(1);
}
if (new Date(value) <= new Date()) {
printError("--expires date must be in the future.");
process.exit(1);
}
}
@@ -46,13 +49,26 @@ export async function cmdAdd(
file?: string;
metadata?: string;
immutable: boolean;
noInfer: boolean;
infer?: boolean;
expires?: string;
categories?: string;
customInstructions?: string;
agentCustomInstructions?: string;
customCategories?: string;
structuredDataSchema?: string;
timestamp?: number;
output: string;
},
): Promise<void> {
setCurrentCommand("add");
if (opts.categories) {
printError(
"--categories is not supported on add. Use --custom-categories instead.",
);
process.exit(1);
}
let msgs: Record<string, unknown>[] | undefined;
let content = text;
@@ -78,7 +94,7 @@ export async function cmdAdd(
}
}
// Read from stdin only if stdin is an actual pipe or file redirect
else if (!content && _stdinIsPiped()) {
else if (!content && stdinIsPiped()) {
content = fs.readFileSync(0, "utf-8").trim();
}
@@ -93,20 +109,6 @@ export async function cmdAdd(
process.exit(1);
}
// Validate --expires
if (opts.expires) {
if (!/^\d{4}-\d{2}-\d{2}$/.test(opts.expires)) {
printError(
"Invalid date format for --expires. Use YYYY-MM-DD (e.g. 2025-12-31).",
);
process.exit(1);
}
if (new Date(opts.expires) <= new Date()) {
printError("--expires date must be in the future.");
process.exit(1);
}
}
let meta: Record<string, unknown> | undefined;
if (opts.metadata) {
try {
@@ -117,15 +119,28 @@ export async function cmdAdd(
}
}
let cats: string[] | undefined;
if (opts.categories) {
let customCats: Record<string, string>[] | undefined;
if (opts.customCategories) {
try {
cats = JSON.parse(opts.categories);
customCats = JSON.parse(opts.customCategories);
} catch {
cats = opts.categories.split(",").map((c) => c.trim());
printError("Invalid JSON in --custom-categories.");
process.exit(1);
}
}
let schema: Record<string, unknown> | undefined;
if (opts.structuredDataSchema) {
try {
schema = JSON.parse(opts.structuredDataSchema);
} catch {
printError("Invalid JSON in --structured-data-schema.");
process.exit(1);
}
}
if (opts.expires) _validateExpires(opts.expires);
let result: Record<string, unknown>;
try {
result = await timedStatus("Adding memory...", async () => {
@@ -136,9 +151,13 @@ export async function cmdAdd(
runId: opts.runId,
metadata: meta,
immutable: opts.immutable,
infer: !opts.noInfer,
infer: opts.infer !== false,
expires: opts.expires,
categories: cats,
customInstructions: opts.customInstructions,
agentCustomInstructions: opts.agentCustomInstructions,
customCategories: customCats,
structuredDataSchema: schema,
timestamp: opts.timestamp,
});
});
} catch (e) {
@@ -223,6 +242,9 @@ export async function cmdSearch(
keyword: boolean;
filterJson?: string;
fields?: string;
showExpired?: boolean;
referenceDate?: string;
latestOnly?: boolean;
output: string;
},
): Promise<void> {
@@ -271,6 +293,9 @@ export async function cmdSearch(
keyword: opts.keyword,
filters,
fields: fieldList,
showExpired: opts.showExpired,
referenceDate: opts.referenceDate,
latestOnly: opts.latestOnly,
});
});
} catch (e) {
@@ -364,6 +389,8 @@ export async function cmdList(
category?: string;
after?: string;
before?: string;
showExpired?: boolean;
latestOnly?: boolean;
output: string;
},
): Promise<void> {
@@ -391,6 +418,8 @@ export async function cmdList(
category: opts.category,
after: opts.after,
before: opts.before,
showExpired: opts.showExpired,
latestOnly: opts.latestOnly,
});
});
} catch (e) {
@@ -450,7 +479,12 @@ export async function cmdUpdate(
backend: Backend,
memoryId: string,
text: string | undefined,
opts: { metadata?: string; output: string },
opts: {
metadata?: string;
expires?: string;
timestamp?: number;
output: string;
},
): Promise<void> {
setCurrentCommand("update");
let meta: Record<string, unknown> | undefined;
@@ -463,11 +497,16 @@ export async function cmdUpdate(
}
}
if (opts.expires) _validateExpires(opts.expires);
const start = performance.now();
let result: Record<string, unknown>;
try {
result = await timedStatus("Updating memory...", async () => {
return backend.update(memoryId, text, meta);
return backend.update(memoryId, text, meta, {
expirationDate: opts.expires,
timestamp: opts.timestamp,
});
});
} catch (e) {
printError(e instanceof Error ? e.message : String(e));
@@ -493,7 +532,12 @@ export async function cmdUpdate(
export async function cmdDelete(
backend: Backend,
memoryId: string,
opts: { output: string; dryRun?: boolean; force?: boolean },
opts: {
output: string;
dryRun?: boolean;
force?: boolean;
deleteLinked?: boolean;
},
): Promise<void> {
setCurrentCommand("delete");
if (opts.dryRun) {
@@ -514,7 +558,7 @@ export async function cmdDelete(
let result: Record<string, unknown>;
try {
result = await timedStatus("Deleting...", async () => {
return backend.delete(memoryId);
return backend.delete(memoryId, { deleteLinked: opts.deleteLinked });
});
} catch (e) {
printError(e instanceof Error ? e.message : String(e));
+1 -6
View File
@@ -1,5 +1,5 @@
/**
* Utility commands: status, version, import.
* Utility commands: status, import.
*/
import fs from "node:fs";
@@ -8,7 +8,6 @@ import type { Backend } from "../backend/base.js";
import { colors, printError, printSuccess, timedStatus } from "../branding.js";
import { formatAgentEnvelope, formatJsonEnvelope } from "../output.js";
import { setCurrentCommand } from "../state.js";
import { CLI_VERSION } from "../version.js";
const { brand, dim, success, error: errorColor } = colors;
@@ -82,10 +81,6 @@ export async function cmdStatus(
console.log();
}
export function cmdVersion(): void {
console.log(` ${brand("◆ Mem0")} CLI v${CLI_VERSION}`);
}
export async function cmdImport(
backend: Backend,
filePath: string,
+18
View File
@@ -0,0 +1,18 @@
/**
* `mem0 whoami` — print the active agent's default_user_id (AGENTRUSH identifier).
* Reads from local config; no network call.
*/
import { colors, printError, printInfo } from "../branding.js";
import { loadConfig } from "../config.js";
export async function cmdWhoami(): Promise<void> {
const config = loadConfig();
const sessionId = config.platform?.defaultUserId;
if (!sessionId) {
printError("No default_user_id found. Run `mem0 init --agent` first.");
process.exit(1);
}
console.log(`Your AGENTRUSH identifier: ${colors.brand(sessionId)}`);
printInfo("Find your row at https://mem0.ai/agentrush");
}
+15
View File
@@ -40,11 +40,18 @@ export interface TelemetryConfig {
anonymousId: string;
}
export interface AgentRushConfig {
// ISO timestamp the human acknowledged the "memories are public" warning.
// Empty until first interactive `mem0 agent-rush add`.
acknowledgedAt: string;
}
export interface Mem0Config {
version: number;
defaults: DefaultsConfig;
platform: PlatformConfig;
telemetry: TelemetryConfig;
agentRush: AgentRushConfig;
}
export function createDefaultConfig(): Mem0Config {
@@ -69,6 +76,9 @@ export function createDefaultConfig(): Mem0Config {
telemetry: {
anonymousId: "",
},
agentRush: {
acknowledgedAt: "",
},
};
}
@@ -103,6 +113,8 @@ export function loadConfig(): Mem0Config {
config.defaults.runId = defaults.run_id ?? "";
const telemetry = data.telemetry ?? {};
config.telemetry.anonymousId = telemetry.anonymous_id ?? "";
const agentRush = data.agent_rush ?? {};
config.agentRush.acknowledgedAt = agentRush.acknowledged_at ?? "";
}
// Environment variable overrides
@@ -143,6 +155,9 @@ export function saveConfig(config: Mem0Config): void {
telemetry: {
anonymous_id: config.telemetry.anonymousId,
},
agent_rush: {
acknowledged_at: config.agentRush.acknowledgedAt,
},
};
fs.writeFileSync(CONFIG_FILE, JSON.stringify(data, null, 2));
+103 -5
View File
@@ -17,6 +17,7 @@ import {
isAgentMode,
setAgentMode,
setCurrentCommand,
stdinIsPiped,
takeNotice,
} from "./state.js";
import { captureEvent } from "./telemetry.js";
@@ -262,6 +263,48 @@ program
await runIdentify(name);
});
// ── Setup: whoami (print active agent identifier) ────────────────────────
program
.command("whoami")
.description("Print the active agent's AGENTRUSH identifier.")
.action(async () => {
const { cmdWhoami } = await import("./commands/whoami.js");
await cmdWhoami();
});
// ── AGENTRUSH subcommand group ────────────────────────────────────────────
const agentRush = program
.command("agent-rush")
.description("AGENTRUSH game commands.")
.addHelpCommand(false)
.configureHelp({ formatHelp: richFormatHelp });
agentRush
.command("add <content...>")
.description("Submit a memory to AGENTRUSH.")
.addHelpText(
"after",
'\nExamples:\n $ mem0 agent-rush add "I used mem0 to build a coding agent"\n $ mem0 agent-rush add "Agents that remember are better agents"',
)
.action(async (parts: string[]) => {
const { cmdAgentRushAdd } = await import("./commands/agent-rush.js");
await cmdAgentRushAdd(parts.join(" "));
});
agentRush
.command("search <query...>")
.description("Search AGENTRUSH memories.")
.addHelpText(
"after",
'\nExamples:\n $ mem0 agent-rush search "agents and memory and tools"\n $ mem0 agent-rush search "coding assistant"',
)
.action(async (parts: string[]) => {
const { cmdAgentRushSearch } = await import("./commands/agent-rush.js");
await cmdAgentRushSearch(parts.join(" "));
});
// ── Memory: add ───────────────────────────────────────────────────────────
program
@@ -277,7 +320,29 @@ program
.option("--immutable", "Prevent future updates.", false)
.option("--no-infer", "Skip inference, store raw.")
.option("--expires <date>", "Expiration date (YYYY-MM-DD).")
.option("--categories <value>", "Categories (JSON array or comma-separated).")
.option(
"--categories <value>",
"Not supported on add, use --custom-categories instead.",
)
.option(
"--custom-instructions <text>",
"Custom instructions for fact extraction.",
)
.option(
"--agent-custom-instructions <text>",
"Extraction instructions for agent-scoped memories, overriding the project setting.",
)
.option(
"--custom-categories <json>",
"Custom categories as a JSON array of {name: description} objects.",
)
.option(
"--structured-data-schema <json>",
"Schema for structured data extraction, as JSON.",
)
.option("--timestamp <unix>", "Unix timestamp for the memory.", (v) =>
Number.parseInt(v),
)
.option("-o, --output <format>", "Output format: text, json, quiet.", "text")
.option("--api-key <key>", "Override API key.")
.option("--base-url <url>", "Override API base URL.")
@@ -324,6 +389,16 @@ program
.option("--keyword", "Use keyword search.", false)
.option("--filter <json>", "Advanced filter expression (JSON).")
.option("--fields <list>", "Specific fields to return (comma-separated).")
.option("--show-expired", "Include expired memories.", false)
.option(
"--reference-date <date>",
"Reference date for relative queries (YYYY-MM-DD or unix timestamp).",
)
.option(
"--latest-only",
"Only return the latest version of each memory.",
false,
)
.option("-o, --output <format>", "Output: text, json, table.", "text")
.option("--api-key <key>", "Override API key.")
.option("--base-url <url>", "Override API base URL.")
@@ -333,7 +408,7 @@ program
)
.action(async (query, opts) => {
let resolvedQuery = query;
if (!resolvedQuery && !process.stdin.isTTY) {
if (!resolvedQuery && stdinIsPiped()) {
resolvedQuery = fs.readFileSync(0, "utf-8").trim();
}
if (!resolvedQuery) {
@@ -356,6 +431,9 @@ program
keyword: opts.keyword,
filterJson: opts.filter,
fields: opts.fields,
showExpired: opts.showExpired,
referenceDate: opts.referenceDate,
latestOnly: opts.latestOnly,
output,
});
});
@@ -399,6 +477,12 @@ program
.option("--category <name>", "Filter by category.")
.option("--after <date>", "Created after (YYYY-MM-DD).")
.option("--before <date>", "Created before (YYYY-MM-DD).")
.option("--show-expired", "Include expired memories.", false)
.option(
"--latest-only",
"Only return the latest version of each memory.",
false,
)
.option("-o, --output <format>", "Output: text, json, table.", "table")
.option("--api-key <key>", "Override API key.")
.option("--base-url <url>", "Override API base URL.")
@@ -422,6 +506,8 @@ program
category: opts.category,
after: opts.after,
before: opts.before,
showExpired: opts.showExpired,
latestOnly: opts.latestOnly,
output,
});
});
@@ -432,6 +518,10 @@ program
.command("update <memoryId> [text]")
.description("Update a memory's text or metadata.")
.option("-m, --metadata <json>", "Update metadata (JSON).")
.option("--expires <date>", "Expiration date (YYYY-MM-DD).")
.option("--timestamp <unix>", "Unix timestamp for the memory.", (v) =>
Number.parseInt(v),
)
.option("-o, --output <format>", "Output: text, json, quiet.", "text")
.option("--api-key <key>", "Override API key.")
.option("--base-url <url>", "Override API base URL.")
@@ -441,7 +531,7 @@ program
)
.action(async (memoryId, text, opts) => {
let resolvedText = text;
if (!resolvedText && !opts.metadata && !process.stdin.isTTY) {
if (!resolvedText && stdinIsPiped()) {
resolvedText = fs.readFileSync(0, "utf-8").trim();
}
const { cmdUpdate } = await import("./commands/memory.js");
@@ -450,6 +540,8 @@ program
const output = isAgent ? "agent" : opts.output;
await cmdUpdate(backend, memoryId, resolvedText, {
metadata: opts.metadata,
expires: opts.expires,
timestamp: opts.timestamp,
output,
});
});
@@ -468,6 +560,11 @@ program
.option("--project", "With --all: delete ALL memories project-wide.", false)
.option("--dry-run", "Show what would be deleted without deleting.", false)
.option("--force", "Skip confirmation.", false)
.option(
"--delete-linked",
"Also delete memories linked to this memory.",
false,
)
.option("-u, --user-id <id>", "Scope to user.")
.option("--agent-id <id>", "Scope to agent.")
.option("--app-id <id>", "Scope to app.")
@@ -521,6 +618,7 @@ program
output,
dryRun: opts.dryRun,
force: opts.force,
deleteLinked: opts.deleteLinked,
});
return;
}
@@ -764,8 +862,8 @@ program
.addHelpText("after", "\nExamples:\n $ mem0 help\n $ mem0 help --json")
.action((opts) => {
// opts.json is set when `mem0 help --json` is used (subcommand flag).
// program.opts().json is set when the root --json global flag was used first.
if (opts.json || program.opts().json) {
// program.opts().json/.agent is set when a root global flag was used first.
if (opts.json || program.opts().json || program.opts().agent) {
// Load spec from parent directory
const __dirname = path.dirname(fileURLToPath(import.meta.url));
const specPath = path.join(__dirname, "..", "..", "cli-spec.json");
+17 -3
View File
@@ -282,11 +282,24 @@ export function sanitizeAgentData(command: string, data: unknown): unknown {
}
case "search":
return (data as Record<string, unknown>[]).map((r) =>
pick(r, ["id", "memory", "score", "created_at", "categories"]),
pick(r, [
"id",
"memory",
"score",
"created_at",
"categories",
"expiration_date",
]),
);
case "list":
return (data as Record<string, unknown>[]).map((r) =>
pick(r, ["id", "memory", "created_at", "categories"]),
pick(r, [
"id",
"memory",
"created_at",
"categories",
"expiration_date",
]),
);
case "get": {
const r = data as Record<string, unknown>;
@@ -297,11 +310,12 @@ export function sanitizeAgentData(command: string, data: unknown): unknown {
"updated_at",
"categories",
"metadata",
"expiration_date",
]);
}
case "update": {
const r = data as Record<string, unknown>;
return pick(r, ["id", "memory"]);
return pick(r, ["id", "memory", "expiration_date"]);
}
case "delete":
case "delete-all":
+13
View File
@@ -3,6 +3,8 @@
* read by commands and branding functions.
*/
import fs from "node:fs";
let _agentMode = false;
let _currentCommand = "";
let _pendingNotice = "";
@@ -38,3 +40,14 @@ export function takeNotice(): string {
_pendingNotice = "";
return msg;
}
/** True only when stdin is an actual pipe or file redirect (never in agent mode). */
export function stdinIsPiped(): boolean {
if (isAgentMode()) return false;
try {
const stat = fs.fstatSync(0);
return stat.isFIFO() || stat.isFile();
} catch {
return false;
}
}
+5 -5
View File
@@ -145,11 +145,11 @@ export function captureEvent(
anonDistinctIdToAlias: anonIdToAlias,
};
const child = spawn(
process.execPath,
[SENDER_SCRIPT, JSON.stringify(context)],
{ detached: true, stdio: "ignore" },
);
const child = spawn(process.execPath, [SENDER_SCRIPT], {
detached: true,
stdio: ["pipe", "ignore", "ignore"],
});
child.stdin?.end(JSON.stringify(context));
child.unref();
} catch {
/* silently swallow */
+28 -2
View File
@@ -1,7 +1,8 @@
/**
* Standalone telemetry sender — runs as a detached child process.
*
* Usage: node telemetry-sender.cjs '<json context>'
* Usage: node telemetry-sender.cjs (JSON context is read from stdin; a single
* argv argument is still accepted as a legacy fallback)
*
* This script is spawned by telemetry.captureEvent() and runs independently
* of the parent CLI process. It:
@@ -19,6 +20,31 @@
const https = require("https");
const fs = require("fs");
function loadContext() {
return new Promise((resolve, reject) => {
if (process.argv[2]) {
try {
resolve(JSON.parse(process.argv[2]));
} catch (err) {
reject(err);
}
return;
}
let data = "";
process.stdin.setEncoding("utf8");
process.stdin.on("data", (chunk) => (data += chunk));
process.stdin.on("end", () => {
try {
resolve(JSON.parse(data));
} catch (err) {
reject(err);
}
});
process.stdin.on("error", reject);
});
}
function httpsRequest(url, method, headers, body) {
return new Promise((resolve, reject) => {
const u = new URL(url);
@@ -108,7 +134,7 @@ async function sendIdentifyEvent(ctx, payload, anonId) {
}
async function main() {
const ctx = JSON.parse(process.argv[2]);
const ctx = await loadContext();
const payload = ctx.payload;
if (ctx.needsEmail && ctx.mem0ApiKey) {
+17 -7
View File
@@ -44,15 +44,25 @@ describe("CLI Integration — help and version", () => {
expect(result.stdout).toContain("search");
});
it("help --json produces valid JSON", () => {
const result = run(["help", "--json"]);
expect(result.exitCode).toBe(0);
const parsed = JSON.parse(result.stdout);
// spec may have cli.name or top-level name
const name = parsed.name ?? parsed.cli?.name;
expect(name).toBe("mem0");
it("prints the version with --version, and has no version subcommand", () => {
const flag = run(["--version"]);
expect(flag.exitCode).toBe(0);
expect(flag.stdout).toContain("Mem0");
expect(run(["version"]).exitCode).not.toBe(0);
});
it.each([["help", "--json"], ["--json", "help"], ["--agent", "help"]])(
"%s %s produces valid JSON",
(...args) => {
const result = run(args);
expect(result.exitCode).toBe(0);
const parsed = JSON.parse(result.stdout);
// spec may have cli.name or top-level name
const name = parsed.name ?? parsed.cli?.name;
expect(name).toBe("mem0");
},
);
it("shows add help", () => {
const result = run(["add", "--help"]);
expect(result.exitCode).toBe(0);
File diff suppressed because it is too large Load Diff
+164
View File
@@ -0,0 +1,164 @@
/**
* Drift test: every documented v3 add/search/list param must be reachable from the Node CLI.
*/
import { execSync } from "node:child_process";
import fs from "node:fs";
import path from "node:path";
import { describe, expect, it } from "vitest";
const OPENAPI_PATH = path.join(
__dirname,
"..",
"..",
"..",
"docs",
"openapi.json",
);
const KNOWN_UNSURFACED: Record<string, Record<string, string>> = {
"/v3/memories/add/": {
includes: "extraction hint, no CLI flag yet",
excludes: "extraction hint, no CLI flag yet",
enable_graph: "graph memory toggle, no CLI flag yet",
output_format: "response envelope is pinned by the CLI",
prompt_profile_id: "no CLI flag yet",
temporal_reasoning: "no CLI flag yet",
timezone: "no CLI flag yet",
observation_datetime: "no CLI flag yet, --timestamp backdates instead",
observation_date: "no CLI flag yet, --timestamp backdates instead",
},
"/v3/memories/search/": {
categories: "expressible through --filter",
metadata: "expressible through --filter",
},
"/v3/memories/": {
start_date: "covered by --after via filters.created_at.gte",
end_date: "covered by --before via filters.created_at.lte",
categories: "covered by --category via filters.categories",
fields: "no CLI flag yet",
keywords: "no CLI flag yet",
},
};
const ADD_MAPPING: Record<string, string[]> = {
messages: ["--messages", "--file", "text"],
user_id: ["--user-id"],
agent_id: ["--agent-id"],
app_id: ["--app-id"],
run_id: ["--run-id"],
metadata: ["--metadata"],
expiration_date: ["--expires"],
custom_instructions: ["--custom-instructions"],
agent_custom_instructions: ["--agent-custom-instructions"],
custom_categories: ["--custom-categories"],
infer: ["--no-infer"],
immutable: ["--immutable"],
structured_data_schema: ["--structured-data-schema"],
timestamp: ["--timestamp"],
};
const SEARCH_MAPPING: Record<string, string[]> = {
query: ["query"],
filters: ["--filter", "--user-id", "--agent-id", "--run-id"],
show_expired: ["--show-expired"],
top_k: ["--top-k"],
threshold: ["--threshold"],
rerank: ["--rerank"],
reference_date: ["--reference-date"],
fields: ["--fields"],
};
const LIST_MAPPING: Record<string, string[]> = {
filters: [
"--user-id",
"--agent-id",
"--run-id",
"--category",
"--after",
"--before",
],
show_expired: ["--show-expired"],
page: ["--page"],
page_size: ["--page-size"],
};
function documentedFields(endpoint: string): string[] {
const spec = JSON.parse(fs.readFileSync(OPENAPI_PATH, "utf-8"));
const schema =
spec.paths[endpoint].post.requestBody.content["application/json"].schema;
return Object.keys(schema.properties);
}
function helpText(command: string): string {
return execSync(`npx tsx src/index.ts ${command} --help`, {
cwd: path.join(__dirname, ".."),
encoding: "utf-8",
timeout: 15000,
});
}
function assertAllReachable(
endpoint: string,
mapping: Record<string, string[]>,
command: string,
) {
const documented = documentedFields(endpoint);
const help = helpText(command);
for (const field of documented) {
if (KNOWN_UNSURFACED[endpoint]?.[field]) continue;
const candidates = mapping[field];
expect(
candidates,
`${endpoint}: documented field "${field}" has no mapping entry for command "${command}"`,
).toBeDefined();
const reachable = candidates.some((flag) =>
flag.startsWith("--") ? help.includes(flag) : true,
);
expect(
reachable,
`${endpoint}: documented field "${field}" not reachable via any of ${JSON.stringify(candidates)} on command "${command}"`,
).toBe(true);
}
}
describe("Option parity: Node CLI reachability of documented v3 params", () => {
it("add covers documented fields", () => {
assertAllReachable("/v3/memories/add/", ADD_MAPPING, "add");
});
it("search covers documented fields", () => {
assertAllReachable("/v3/memories/search/", SEARCH_MAPPING, "search");
});
it("list covers documented fields", () => {
assertAllReachable("/v3/memories/", LIST_MAPPING, "list");
});
});
describe("stdin fallback uses the shared piped-stdin guard", () => {
const SOURCES = ["src/index.ts", "src/commands/memory.ts"];
for (const rel of SOURCES) {
it(`${rel} never checks process.stdin.isTTY directly`, () => {
const src = fs.readFileSync(path.join(__dirname, "..", rel), "utf-8");
expect(
src.includes("process.stdin.isTTY"),
`${rel}: use stdinIsPiped() from state.ts. A bare !isTTY check is also true for /dev/null and sockets, so readFileSync(0) crashes with EAGAIN in scripts, CI, and agent mode.`,
).toBe(false);
});
it(`${rel} guards every readFileSync(0) with stdinIsPiped()`, () => {
const src = fs.readFileSync(path.join(__dirname, "..", rel), "utf-8");
const lines = src.split("\n");
for (const [i, line] of lines.entries()) {
if (!line.includes("readFileSync(0")) continue;
const guard = lines.slice(Math.max(0, i - 3), i).join("\n");
expect(
guard.includes("stdinIsPiped()"),
`${rel}:${i + 1}: readFileSync(0) must be guarded by stdinIsPiped()`,
).toBe(true);
}
});
}
});
+242
View File
@@ -0,0 +1,242 @@
/**
* Tests for the Platform backend (mem0 Platform API client).
*/
import { beforeEach, describe, expect, it, vi } from "vitest";
import { PlatformBackend } from "../src/backend/platform.js";
import { createDefaultConfig } from "../src/config.js";
function makeBackend(): PlatformBackend {
return new PlatformBackend(createDefaultConfig().platform);
}
function mockFetch() {
const fetchMock = vi.fn().mockResolvedValue({
ok: true,
status: 200,
headers: { get: vi.fn().mockReturnValue(null) },
json: vi.fn().mockResolvedValue({ message: "ok" }),
});
vi.stubGlobal("fetch", fetchMock);
return fetchMock;
}
beforeEach(() => {
vi.restoreAllMocks();
vi.unstubAllGlobals();
});
describe("deleteEntities", () => {
it("returns all results keyed by entity type for a multi-entity delete", async () => {
const backend = makeBackend();
const responses: Record<string, unknown> = {
"/v2/entities/user/alice/": { message: "user deleted" },
"/v2/entities/agent/bob/": { message: "agent deleted" },
};
const spy = vi
// biome-ignore lint/suspicious/noExplicitAny: spying on a private method
.spyOn(backend as any, "_request")
.mockImplementation(
async (_method: string, path: string) => responses[path],
);
const result = await backend.deleteEntities({
userId: "alice",
agentId: "bob",
});
expect(result).toEqual({
user: { message: "user deleted" },
agent: { message: "agent deleted" },
});
expect(spy).toHaveBeenCalledTimes(2);
});
it("keys a single-entity delete by its type", async () => {
const backend = makeBackend();
// biome-ignore lint/suspicious/noExplicitAny: spying on a private method
vi.spyOn(backend as any, "_request").mockResolvedValue({
message: "user deleted",
});
const result = await backend.deleteEntities({ userId: "alice" });
expect(result).toEqual({ user: { message: "user deleted" } });
});
it("throws when no entity id is provided", async () => {
const backend = makeBackend();
await expect(backend.deleteEntities({})).rejects.toThrow(
"At least one entity ID is required",
);
});
});
describe("PlatformBackend option-parity payloads (MEM-5893)", () => {
it("add: custom_instructions, custom_categories, structured_data_schema, timestamp reach the payload alongside existing fields", async () => {
const backend = makeBackend();
const spy = vi
// biome-ignore lint/suspicious/noExplicitAny: spying on a private method
.spyOn(backend as any, "_request")
.mockResolvedValue({ results: [] });
await backend.add("hello", undefined, {
userId: "alice",
metadata: { source: "test" },
expires: "2099-01-01",
customInstructions: "Extract only preferences.",
agentCustomInstructions: "Extract only tool outcomes.",
customCategories: [{ prefs: "user preferences" }],
structuredDataSchema: { type: "object" },
timestamp: 1700000000,
});
const payload = spy.mock.calls[0][2].json;
expect(payload.custom_instructions).toBe("Extract only preferences.");
expect(payload.agent_custom_instructions).toBe(
"Extract only tool outcomes.",
);
expect(payload.custom_categories).toEqual([{ prefs: "user preferences" }]);
expect(payload.structured_data_schema).toEqual({ type: "object" });
expect(payload.timestamp).toBe(1700000000);
expect(payload.metadata).toEqual({ source: "test" });
expect(payload.expiration_date).toBe("2099-01-01");
});
it("add: omitted optional fields are absent from the payload", async () => {
const backend = makeBackend();
const spy = vi
// biome-ignore lint/suspicious/noExplicitAny: spying on a private method
.spyOn(backend as any, "_request")
.mockResolvedValue({ results: [] });
await backend.add("hello", undefined, { userId: "alice" });
const payload = spy.mock.calls[0][2].json;
expect(payload).not.toHaveProperty("custom_instructions");
expect(payload).not.toHaveProperty("agent_custom_instructions");
expect(payload).not.toHaveProperty("custom_categories");
expect(payload).not.toHaveProperty("structured_data_schema");
expect(payload).not.toHaveProperty("timestamp");
});
it("search: show_expired, reference_date, latest_only reach the payload", async () => {
const backend = makeBackend();
// biome-ignore lint/suspicious/noExplicitAny: spying on a private method
const spy = vi.spyOn(backend as any, "_request").mockResolvedValue([]);
await backend.search("query", {
showExpired: true,
referenceDate: "2024-01-01",
latestOnly: true,
});
const payload = spy.mock.calls[0][2].json;
expect(payload.show_expired).toBe(true);
expect(payload.reference_date).toBe("2024-01-01");
expect(payload.latest_only).toBe(true);
});
it("search: keyword_search and fields reach the payload", async () => {
const backend = makeBackend();
// biome-ignore lint/suspicious/noExplicitAny: spying on a private method
const spy = vi.spyOn(backend as any, "_request").mockResolvedValue([]);
await backend.search("query", {
keyword: true,
fields: ["memory", "score"],
});
const payload = spy.mock.calls[0][2].json;
expect(payload.keyword_search).toBe(true);
expect(payload.fields).toEqual(["memory", "score"]);
});
it("search: omitted keyword and fields are absent from the payload", async () => {
const backend = makeBackend();
// biome-ignore lint/suspicious/noExplicitAny: spying on a private method
const spy = vi.spyOn(backend as any, "_request").mockResolvedValue([]);
await backend.search("query", {});
const payload = spy.mock.calls[0][2].json;
expect(payload).not.toHaveProperty("keyword_search");
expect(payload).not.toHaveProperty("fields");
});
it("listMemories: show_expired and latest_only are top-level, not nested inside filters", async () => {
const backend = makeBackend();
// biome-ignore lint/suspicious/noExplicitAny: spying on a private method
const spy = vi.spyOn(backend as any, "_request").mockResolvedValue([]);
await backend.listMemories({
userId: "alice",
showExpired: true,
latestOnly: true,
});
const payload = spy.mock.calls[0][2].json;
expect(payload.show_expired).toBe(true);
expect(payload.latest_only).toBe(true);
expect(payload.filters ?? {}).not.toHaveProperty("show_expired");
expect(payload.filters ?? {}).not.toHaveProperty("latest_only");
});
it("update: expiration_date and timestamp reach the payload", async () => {
const backend = makeBackend();
// biome-ignore lint/suspicious/noExplicitAny: spying on a private method
const spy = vi.spyOn(backend as any, "_request").mockResolvedValue({});
await backend.update("mem-123", undefined, undefined, {
expirationDate: "2099-01-01",
timestamp: 1700000000,
});
const payload = spy.mock.calls[0][2].json;
expect(payload.expiration_date).toBe("2099-01-01");
expect(payload.timestamp).toBe(1700000000);
});
it("delete: delete_linked is a query param, not part of the JSON body", async () => {
const backend = makeBackend();
// biome-ignore lint/suspicious/noExplicitAny: spying on a private method
const spy = vi.spyOn(backend as any, "_request").mockResolvedValue({});
await backend.delete("mem-123", { deleteLinked: true });
const opts = spy.mock.calls[0][2];
expect(opts.params.delete_linked).toBe("true");
expect(opts.json).toBeUndefined();
});
});
describe("PlatformBackend path encoding", () => {
it("encodes memory IDs before interpolating them into paths", async () => {
const fetchMock = mockFetch();
const backend = makeBackend();
await backend.get("mem/a?b#c");
await backend.update("mem/a?b#c", "updated");
await backend.delete("mem/a?b#c");
const urls = fetchMock.mock.calls.map((call) => call[0]);
expect(urls).toEqual([
"https://api.mem0.ai/v1/memories/mem%2Fa%3Fb%23c/?source=CLI",
"https://api.mem0.ai/v1/memories/mem%2Fa%3Fb%23c/",
"https://api.mem0.ai/v1/memories/mem%2Fa%3Fb%23c/?source=CLI",
]);
});
it("encodes entity and event IDs before interpolating them into paths", async () => {
const fetchMock = mockFetch();
const backend = makeBackend();
await backend.deleteEntities({ userId: "org/team?active#frag" });
await backend.getEvent("evt/a?b#c");
const urls = fetchMock.mock.calls.map((call) => call[0]);
expect(urls).toEqual([
"https://api.mem0.ai/v2/entities/user/org%2Fteam%3Factive%23frag/?source=CLI",
"https://api.mem0.ai/v1/event/evt%2Fa%3Fb%23c/",
]);
});
});
+59
View File
@@ -0,0 +1,59 @@
import { beforeEach, describe, expect, it, vi } from "vitest";
const mockLoadConfig = vi.fn();
const mockSaveConfig = vi.fn();
const mockSpawn = vi.fn();
vi.mock("../src/config.js", () => ({
CONFIG_FILE: "/tmp/mem0-config.json",
loadConfig: mockLoadConfig,
saveConfig: mockSaveConfig,
}));
vi.mock("node:child_process", () => ({
spawn: mockSpawn,
}));
describe("captureEvent", () => {
beforeEach(() => {
vi.resetModules();
mockLoadConfig.mockReset();
mockSaveConfig.mockReset();
mockSpawn.mockReset();
delete process.env.MEM0_TELEMETRY;
});
it("pipes the telemetry context through stdin instead of argv", async () => {
mockLoadConfig.mockReturnValue({
platform: {
apiKey: "m0-node-secret",
baseUrl: "https://api.mem0.ai",
userEmail: "",
},
telemetry: {
anonymousId: "cli-anon-node",
},
});
const stdin = { end: vi.fn() };
const child = { stdin, unref: vi.fn() };
mockSpawn.mockReturnValue(child);
const { captureEvent } = await import("../src/telemetry.js");
captureEvent("node_test_event", { case: "stdin-secret" });
expect(mockSpawn).toHaveBeenCalledTimes(1);
const [execPath, args, options] = mockSpawn.mock.calls[0];
expect(execPath).toBe(process.execPath);
expect(args).toHaveLength(1);
expect(String(args[0])).toContain("telemetry-sender.cjs");
expect(JSON.stringify(args)).not.toContain("m0-node-secret");
expect(options).toMatchObject({ detached: true, stdio: ["pipe", "ignore", "ignore"] });
expect(stdin.end).toHaveBeenCalledTimes(1);
const payload = JSON.parse(stdin.end.mock.calls[0][0]);
expect(payload.mem0ApiKey).toBe("m0-node-secret");
expect(payload.payload.event).toBe("node_test_event");
expect(child.unref).toHaveBeenCalledTimes(1);
});
});
+6
View File
@@ -8,4 +8,10 @@ export default defineConfig({
define: {
__CLI_VERSION__: JSON.stringify(pkg.version),
},
test: {
// Integration tests spawn the CLI via `npx tsx` (15s subprocess
// timeout); the first spawn in a file pays a cold-start cost that can
// exceed vitest's 5s default on CI runners.
testTimeout: 30_000,
},
});
+47
View File
@@ -0,0 +1,47 @@
# Python CLI (`cli/python/`)
The `mem0-cli` package on PyPI. Typer-based, entry point `mem0`.
## Commands
```bash
pip install -e ".[dev]" # dev install: ruff + pytest
ruff check . # lint
ruff format . # format
pytest # test
hatch build # build
```
## Conventions
> **Line length is 100 here, not 120.** The root Python SDK uses 120. Running the root
> `make format` over this directory reformats every file and fails CI. Use the local
> `ruff` invocations above.
- **Python 3.10+.** Not 3.9, unlike the root SDK.
- **Ruff** with an extended rule set: `E`, `F`, `I`, `W`, `UP`, `B`, `SIM`, `RUF`.
Ignores `E501` (formatter handles it), `B008` (required by Typer's argument defaults),
and `SIM108`.
- **Ruff format:** double quotes, space indent, `docstring-code-format = true`.
- **isort** first-party is `mem0_cli` only.
- **pytest** for tests.
- Target version pinned to `py310`.
## Layout
```
cli/python/
├── src/mem0_cli/ package source (src layout)
└── tests/
```
Entry point: `mem0 = "mem0_cli.app:main"`.
## Dependencies
Typer + Rich + httpx. `mem0ai` is **optional**, exposed through the `[oss]` extra for OSS mode. Do not promote it to a required dependency.
## CI and release
- CI: `cli-python-ci.yml`, ruff + pytest + `hatch build` on Python 3.10, 3.11, 3.12.
- Release: tag prefix `cli-v*` dispatches `cli-python-cd.yml`, publishing to PyPI over OIDC.
+1
View File
@@ -0,0 +1 @@
AGENTS.md
+2 -8
View File
@@ -241,14 +241,6 @@ Verify your API connection and display the current project.
mem0 status
```
### `mem0 version`
Print the CLI version.
```bash
mem0 version
```
## Agent mode
Pass `--agent` (or its alias `--json`) as a **global flag** on any command to get output designed for AI agent tool loops:
@@ -307,6 +299,8 @@ These flags are available on all commands:
| `--base-url` | Override the configured API base URL for this request |
| `-o, --output` | Set the output format |
`mem0 --version` prints the CLI version. It is only valid before a subcommand, not after one.
## Environment variables
| Variable | Description |
+1 -1
View File
@@ -80,7 +80,7 @@ mem0 --help
# Using Python directly (with venv activated)
source .venv/bin/activate
mem0 --help
mem0 version
mem0 --version
# Or run without activating
.venv/bin/mem0 --help
+1 -1
View File
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "mem0-cli"
version = "0.2.5"
version = "0.2.11"
description = "The official CLI for mem0 — the memory layer for AI agents"
readme = "README.md"
license = "Apache-2.0"
+1 -1
View File
@@ -1,3 +1,3 @@
"""mem0 CLI — the command-line interface for the mem0 memory layer."""
__version__ = "0.2.4"
__version__ = "0.2.11"
+155 -6
View File
@@ -273,7 +273,26 @@ def add(
no_infer: bool = typer.Option(False, "--no-infer", help="Skip inference, store raw."),
expires: str | None = typer.Option(None, "--expires", help="Expiration date (YYYY-MM-DD)."),
categories: str | None = typer.Option(
None, "--categories", help="Categories (JSON array or comma-separated)."
None, "--categories", help="Not supported on add, use --custom-categories instead."
),
custom_instructions: str | None = typer.Option(
None, "--custom-instructions", help="Custom instructions for fact extraction."
),
agent_custom_instructions: str | None = typer.Option(
None,
"--agent-custom-instructions",
help="Extraction instructions for agent-scoped memories, overriding the project setting.",
),
custom_categories: str | None = typer.Option(
None,
"--custom-categories",
help="Custom categories as a JSON array of {name: description} objects.",
),
structured_data_schema: str | None = typer.Option(
None, "--structured-data-schema", help="Schema for structured data extraction, as JSON."
),
timestamp: int | None = typer.Option(
None, "--timestamp", help="Unix timestamp for the memory."
),
output: str = typer.Option(
"text", "--output", "-o", help="Output format: text, json, quiet.", rich_help_panel="Output"
@@ -312,6 +331,11 @@ def add(
no_infer=no_infer,
expires=expires,
categories=categories,
custom_instructions=custom_instructions,
agent_custom_instructions=agent_custom_instructions,
custom_categories=custom_categories,
structured_data_schema=structured_data_schema,
timestamp=timestamp,
output=output,
)
@@ -355,6 +379,21 @@ def search(
help="Specific fields to return (comma-separated).",
rich_help_panel="Search",
),
show_expired: bool = typer.Option(
False, "--show-expired", help="Include expired memories.", rich_help_panel="Search"
),
reference_date: str | None = typer.Option(
None,
"--reference-date",
help="Reference date for relative queries (YYYY-MM-DD or unix timestamp).",
rich_help_panel="Search",
),
latest_only: bool = typer.Option(
False,
"--latest-only",
help="Only return the latest version of each memory.",
rich_help_panel="Search",
),
output: str = typer.Option(
"text", "--output", "-o", help="Output: text, json, table.", rich_help_panel="Output"
),
@@ -398,6 +437,9 @@ def search(
keyword=keyword,
filter_json=filter_json,
fields=fields,
show_expired=show_expired,
reference_date=reference_date,
latest_only=latest_only,
output=output,
)
@@ -464,6 +506,15 @@ def list_cmd(
before: str | None = typer.Option(
None, "--before", help="Created before (YYYY-MM-DD).", rich_help_panel="Filters"
),
show_expired: bool = typer.Option(
False, "--show-expired", help="Include expired memories.", rich_help_panel="Filters"
),
latest_only: bool = typer.Option(
False,
"--latest-only",
help="Only return the latest version of each memory.",
rich_help_panel="Filters",
),
output: str = typer.Option(
"table", "--output", "-o", help="Output: text, json, table.", rich_help_panel="Output"
),
@@ -497,6 +548,8 @@ def list_cmd(
category=category,
after=after,
before=before,
show_expired=show_expired,
latest_only=latest_only,
output=output,
)
@@ -509,6 +562,10 @@ def update(
memory_id: str = typer.Argument(..., help="Memory ID to update."),
text: str | None = typer.Argument(None, help="New memory text."),
metadata: str | None = typer.Option(None, "--metadata", "-m", help="Update metadata (JSON)."),
expires: str | None = typer.Option(None, "--expires", help="Expiration date (YYYY-MM-DD)."),
timestamp: int | None = typer.Option(
None, "--timestamp", help="Unix timestamp for the memory."
),
output: str = typer.Option(
"text", "--output", "-o", help="Output: text, json, quiet.", rich_help_panel="Output"
),
@@ -537,7 +594,15 @@ def update(
text = _read_stdin()
backend = _get_backend(api_key, base_url)
cmd_update(backend, memory_id, text, metadata=metadata, output=output)
cmd_update(
backend,
memory_id,
text,
metadata=metadata,
expires=expires,
timestamp=timestamp,
output=output,
)
# ── Memory: delete ────────────────────────────────────────────────────────
@@ -559,6 +624,9 @@ def delete(
False, "--dry-run", help="Show what would be deleted without deleting."
),
force: bool = typer.Option(False, "--force", help="Skip confirmation."),
delete_linked: bool = typer.Option(
False, "--delete-linked", help="Also delete memories linked to this memory."
),
user_id: str | None = typer.Option(
None, "--user-id", "-u", help="Scope to user.", rich_help_panel="Scope"
),
@@ -616,7 +684,14 @@ def delete(
from mem0_cli.commands.memory import cmd_delete
backend = _get_backend(api_key, base_url)
cmd_delete(backend, memory_id, dry_run=dry_run, force=force, output=output)
cmd_delete(
backend,
memory_id,
dry_run=dry_run,
force=force,
delete_linked=delete_linked,
output=output,
)
elif all_:
_fire_telemetry("delete", {"delete_mode": "all"})
@@ -914,6 +989,65 @@ def identify(
run_identify(name)
@app.command(name="whoami", rich_help_panel="Setup")
def whoami_cmd() -> None:
"""Print your AGENTRUSH identifier (default_user_id).
Example:
mem0 whoami
"""
from mem0_cli.commands.whoami_cmd import run_whoami
run_whoami()
# ── AGENTRUSH sub-app ─────────────────────────────────────────────────────
agent_rush_app = typer.Typer(
name="agent-rush",
help="AGENTRUSH game commands",
no_args_is_help=True,
rich_markup_mode="rich",
)
@agent_rush_app.callback(invoke_without_command=True)
def _agent_rush_callback(ctx: typer.Context) -> None:
if ctx.invoked_subcommand:
_fire_telemetry(f"agent-rush.{ctx.invoked_subcommand}")
@agent_rush_app.command(name="add")
def agent_rush_add(
content: str = typer.Argument(..., help="Memory content (50-1000 characters, no URLs)."),
) -> None:
"""Submit a memory to AGENTRUSH.
Example:
mem0 agent-rush add "I enjoy solving constraint-satisfaction problems."
"""
from mem0_cli.commands.agent_rush_cmd import run_agent_rush_add
run_agent_rush_add(content)
@agent_rush_app.command(name="search")
def agent_rush_search(
query: str = typer.Argument(..., help="Search query."),
) -> None:
"""Search AGENTRUSH memories.
Example:
mem0 agent-rush search "constraint satisfaction"
"""
from mem0_cli.commands.agent_rush_cmd import run_agent_rush_search
run_agent_rush_search(query)
app.add_typer(agent_rush_app, name="agent-rush", rich_help_panel="Setup")
# (entity_app registered at module level, below sub-group definitions)
@@ -1009,7 +1143,12 @@ def _build_help_json() -> dict:
"--immutable": "Prevent future updates.",
"--no-infer": "Skip inference, store raw.",
"--expires": "Expiration date (YYYY-MM-DD).",
"--categories": "Categories (JSON array or comma-separated).",
"--categories": "Not supported on add, use --custom-categories instead.",
"--custom-instructions": "Custom instructions for fact extraction.",
"--agent-custom-instructions": "Extraction instructions for agent-scoped memories, overriding the project setting.",
"--custom-categories": "Custom categories as a JSON array of {name: description} objects.",
"--structured-data-schema": "Schema for structured data extraction, as JSON.",
"--timestamp": "Unix timestamp for the memory.",
"--graph": "Enable graph memory extraction.",
"--no-graph": "Disable graph memory extraction.",
"--output, -o": "Output format: text, json, quiet.",
@@ -1028,6 +1167,9 @@ def _build_help_json() -> dict:
"--keyword": "Use keyword search instead of semantic.",
"--filter": "Advanced filter expression (JSON).",
"--fields": "Specific fields to return (comma-separated).",
"--show-expired": "Include expired memories.",
"--reference-date": "Reference date for relative queries (YYYY-MM-DD or unix timestamp).",
"--latest-only": "Only return the latest version of each memory.",
"--graph": "Enable graph in search.",
"--no-graph": "Disable graph in search.",
"--output, -o": "Output format: text, json, table.",
@@ -1051,6 +1193,8 @@ def _build_help_json() -> dict:
"--category": "Filter by category.",
"--after": "Created after (YYYY-MM-DD).",
"--before": "Created before (YYYY-MM-DD).",
"--show-expired": "Include expired memories.",
"--latest-only": "Only return the latest version of each memory.",
"--graph": "Enable graph in listing.",
"--no-graph": "Disable graph in listing.",
"--output, -o": "Output format: text, json, table.",
@@ -1065,6 +1209,8 @@ def _build_help_json() -> dict:
},
"options": {
"--metadata, -m": "Update metadata (JSON).",
"--expires": "Expiration date (YYYY-MM-DD).",
"--timestamp": "Unix timestamp for the memory.",
"--output, -o": "Output format: text, json, quiet.",
},
},
@@ -1081,6 +1227,7 @@ def _build_help_json() -> dict:
"--all": "Delete all memories matching scope filters.",
"--entity": "Delete the entity itself and all its memories (cascade).",
"--project": "With --all: delete ALL memories project-wide.",
"--delete-linked": "Also delete memories linked to this memory.",
"--dry-run": "Show what would be deleted without deleting.",
"--force": "Skip confirmation.",
"--user-id, -u": "Scope to user.",
@@ -1210,8 +1357,10 @@ def help(
mem0 help
mem0 help --json
"""
if json:
console.print(_json.dumps(_build_help_json(), indent=2))
from mem0_cli.state import is_agent_mode
if json or is_agent_mode():
console.print_json(_json.dumps(_build_help_json()))
else:
console.print(
f"[{BRAND_COLOR}]◆ mem0 CLI[/] v{__version__} — The Memory Layer for AI Agents\n"
+18 -2
View File
@@ -25,7 +25,11 @@ class Backend(ABC):
immutable: bool = False,
infer: bool = True,
expires: str | None = None,
categories: list[str] | None = None,
custom_instructions: str | None = None,
agent_custom_instructions: str | None = None,
custom_categories: list[dict] | None = None,
structured_data_schema: dict | None = None,
timestamp: int | None = None,
) -> dict: ...
@abstractmethod
@@ -43,6 +47,9 @@ class Backend(ABC):
keyword: bool = False,
filters: dict | None = None,
fields: list[str] | None = None,
show_expired: bool = False,
reference_date: str | None = None,
latest_only: bool = False,
) -> list[dict]: ...
@abstractmethod
@@ -61,11 +68,19 @@ class Backend(ABC):
category: str | None = None,
after: str | None = None,
before: str | None = None,
show_expired: bool = False,
latest_only: bool = False,
) -> list[dict]: ...
@abstractmethod
def update(
self, memory_id: str, content: str | None = None, metadata: dict | None = None
self,
memory_id: str,
content: str | None = None,
metadata: dict | None = None,
*,
expiration_date: str | None = None,
timestamp: int | None = None,
) -> dict: ...
@abstractmethod
@@ -78,6 +93,7 @@ class Backend(ABC):
agent_id: str | None = None,
app_id: str | None = None,
run_id: str | None = None,
delete_linked: bool = False,
) -> dict: ...
@abstractmethod
+75 -13
View File
@@ -3,6 +3,7 @@
from __future__ import annotations
from typing import Any
from urllib.parse import quote
import httpx
@@ -11,6 +12,10 @@ from mem0_cli.backend.base import Backend
from mem0_cli.config import PlatformConfig
def _encode_path_segment(value: Any) -> str:
return quote(str(value), safe="")
class PlatformBackend(Backend):
"""Backend that talks to the mem0 Platform API."""
@@ -82,7 +87,11 @@ class PlatformBackend(Backend):
immutable: bool = False,
infer: bool = True,
expires: str | None = None,
categories: list[str] | None = None,
custom_instructions: str | None = None,
agent_custom_instructions: str | None = None,
custom_categories: list[dict] | None = None,
structured_data_schema: dict | None = None,
timestamp: int | None = None,
) -> dict:
payload: dict[str, Any] = {}
@@ -107,8 +116,16 @@ class PlatformBackend(Backend):
payload["infer"] = False
if expires:
payload["expiration_date"] = expires
if categories:
payload["categories"] = categories
if custom_instructions:
payload["custom_instructions"] = custom_instructions
if agent_custom_instructions:
payload["agent_custom_instructions"] = agent_custom_instructions
if custom_categories:
payload["custom_categories"] = custom_categories
if structured_data_schema:
payload["structured_data_schema"] = structured_data_schema
if timestamp is not None:
payload["timestamp"] = timestamp
payload["source"] = "CLI"
return self._request("POST", "/v3/memories/add/", json=payload)
@@ -168,6 +185,9 @@ class PlatformBackend(Backend):
keyword: bool = False,
filters: dict | None = None,
fields: list[str] | None = None,
show_expired: bool = False,
reference_date: str | None = None,
latest_only: bool = False,
) -> list[dict]:
payload: dict[str, Any] = {"query": query, "top_k": top_k, "threshold": threshold}
@@ -186,6 +206,12 @@ class PlatformBackend(Backend):
payload["keyword_search"] = True
if fields:
payload["fields"] = fields
if show_expired:
payload["show_expired"] = True
if reference_date is not None:
payload["reference_date"] = reference_date
if latest_only:
payload["latest_only"] = True
payload["source"] = "CLI"
result = self._request("POST", "/v3/memories/search/", json=payload)
@@ -196,7 +222,11 @@ class PlatformBackend(Backend):
)
def get(self, memory_id: str) -> dict:
return self._request("GET", f"/v1/memories/{memory_id}/", params={"source": "CLI"})
return self._request(
"GET",
f"/v1/memories/{_encode_path_segment(memory_id)}/",
params={"source": "CLI"},
)
def list_memories(
self,
@@ -210,6 +240,8 @@ class PlatformBackend(Backend):
category: str | None = None,
after: str | None = None,
before: str | None = None,
show_expired: bool = False,
latest_only: bool = False,
) -> list[dict]:
payload: dict[str, Any] = {}
params = {"page": str(page), "page_size": str(page_size)}
@@ -232,6 +264,10 @@ class PlatformBackend(Backend):
)
if api_filters:
payload["filters"] = api_filters
if show_expired:
payload["show_expired"] = True
if latest_only:
payload["latest_only"] = True
payload["source"] = "CLI"
result = self._request("POST", "/v3/memories/", json=payload, params=params)
@@ -242,15 +278,29 @@ class PlatformBackend(Backend):
)
def update(
self, memory_id: str, content: str | None = None, metadata: dict | None = None
self,
memory_id: str,
content: str | None = None,
metadata: dict | None = None,
*,
expiration_date: str | None = None,
timestamp: int | None = None,
) -> dict:
payload: dict[str, Any] = {}
if content:
payload["text"] = content
if metadata:
payload["metadata"] = metadata
if expiration_date:
payload["expiration_date"] = expiration_date
if timestamp is not None:
payload["timestamp"] = timestamp
payload["source"] = "CLI"
return self._request("PUT", f"/v1/memories/{memory_id}/", json=payload)
return self._request(
"PUT",
f"/v1/memories/{_encode_path_segment(memory_id)}/",
json=payload,
)
def delete(
self,
@@ -261,6 +311,7 @@ class PlatformBackend(Backend):
agent_id: str | None = None,
app_id: str | None = None,
run_id: str | None = None,
delete_linked: bool = False,
) -> dict:
if all:
params: dict[str, str] = {"source": "CLI"}
@@ -274,7 +325,14 @@ class PlatformBackend(Backend):
params["run_id"] = run_id
return self._request("DELETE", "/v1/memories/", params=params)
elif memory_id:
return self._request("DELETE", f"/v1/memories/{memory_id}/", params={"source": "CLI"})
params = {"source": "CLI"}
if delete_linked:
params["delete_linked"] = "true"
return self._request(
"DELETE",
f"/v1/memories/{_encode_path_segment(memory_id)}/",
params=params,
)
else:
raise ValueError("Either memory_id or --all is required")
@@ -296,13 +354,17 @@ class PlatformBackend(Backend):
entities = {t: v for t, v in type_map.items() if v}
if not entities:
raise ValueError("At least one entity ID is required for delete_entities.")
# Delete each provided entity via the v2 path-based endpoint
result: dict = {}
# Delete each provided entity via the v2 path-based endpoint. Key each
# response by entity type so a multi-entity delete (e.g. --user-id and
# --agent-id together) doesn't discard everything but the last result.
results: dict = {}
for entity_type, entity_id in entities.items():
result = self._request(
"DELETE", f"/v2/entities/{entity_type}/{entity_id}/", params={"source": "CLI"}
results[entity_type] = self._request(
"DELETE",
f"/v2/entities/{_encode_path_segment(entity_type)}/{_encode_path_segment(entity_id)}/",
params={"source": "CLI"},
)
return result
return results
def ping(self, timeout: float | None = None) -> dict:
"""Call the ping endpoint and return the raw response.
@@ -346,7 +408,7 @@ class PlatformBackend(Backend):
return result if isinstance(result, list) else result.get("results", [])
def get_event(self, event_id: str) -> dict:
return self._request("GET", f"/v1/event/{event_id}/")
return self._request("GET", f"/v1/event/{_encode_path_segment(event_id)}/")
class AuthError(Exception):
@@ -218,7 +218,7 @@ def claim_via_otp(config: Mem0Config, *, email: str, code: str | None = None) ->
print_error(err_console, f"Claim failed: {detail}")
if code_str == "email_already_claimed":
console.print(
f" [{DIM_COLOR}]Tip: this email already has a Mem0 account. Sign in there and run `mem0 link <key>` to attach this agent.[/]"
f" [{DIM_COLOR}]Tip: this email already has a Mem0 account. Sign in at app.mem0.ai with your existing credentials.[/]"
)
raise typer.Exit(1)
@@ -0,0 +1,132 @@
"""mem0 agent-rush — AGENTRUSH game commands.
Wraps the platform's /v1/agent-rush/{memories/, memories/search/} endpoints.
Hardcoded routing; no flags needed.
"""
from __future__ import annotations
import sys
from datetime import datetime, timezone
import httpx
import typer
from rich.console import Console
from mem0_cli.branding import print_error, print_success
from mem0_cli.config import load_config, save_config
console = Console()
err_console = Console(stderr=True)
_PII_WARNING_LINES = (
"",
"[yellow]⚠️ AGENTRUSH memories are PUBLIC — visible to any other player.[/yellow]",
"[yellow] Do not include real names, emails, secrets, work content, or PII.[/yellow]",
"",
)
_SOURCE_HEADERS = {
"X-Mem0-Source": "cli",
"X-Mem0-Client-Language": "python",
"X-Mem0-Mode": "agent-rush",
}
_ERROR_HINTS = {
"agentrush_search_first": "Run 3 'mem0 agent-rush search' commands before adding.",
"agentrush_search_quota": "You've used your 3 lifetime searches.",
"agentrush_add_quota": "You've used your 3 lifetime adds.",
"agentrush_not_agent_mode": "Re-run 'mem0 init --agent' to bootstrap an agent-mode key.",
"agentrush_length": "Memory text must be 50-1000 characters.",
"agentrush_no_urls": "URLs are not allowed.",
"agentrush_blocklist": "Content contains a blocked term.",
"agentrush_global_quota": "Event-wide cap reached. Try again later.",
"agentrush_not_provisioned": "AGENTRUSH is not provisioned in this environment.",
}
def _call(path: str, body: dict) -> dict:
config = load_config()
if not config.platform.api_key:
print_error(err_console, "Not initialized. Run `mem0 init --agent` first.")
raise typer.Exit(1)
base_url = (config.platform.base_url or "https://api.mem0.ai").rstrip("/")
try:
with httpx.Client(timeout=30.0) as client:
resp = client.post(
f"{base_url}{path}",
headers={
**_SOURCE_HEADERS,
"Authorization": f"Token {config.platform.api_key}",
"Content-Type": "application/json",
},
json=body,
)
except httpx.HTTPError as exc:
print_error(err_console, f"Network error: {exc}")
raise typer.Exit(1) from exc
try:
data = resp.json()
except Exception:
data = {}
if resp.status_code >= 400:
code = (
(data.get("error") or {}).get("code", "unknown")
if isinstance(data, dict)
else "unknown"
)
print_error(err_console, f"AGENTRUSH error: {code}")
hint = _ERROR_HINTS.get(code)
if hint:
console.print(f" [dim]{hint}[/dim]")
raise typer.Exit(1)
return data
def _ensure_warning_acknowledged() -> None:
"""Block the first interactive add on the PII warning; pass-through for agents.
Interactive (TTY): show prompt, require explicit 'y', persist
`agent_rush.acknowledged_at` so we never ask the same machine twice.
Non-interactive (no TTY — typical when an agent runs the CLI): surface
the warning to stderr for the human reading the agent transcript and
proceed without prompting (agents can't answer y/N).
"""
config = load_config()
if config.agent_rush.acknowledged_at:
return
is_tty = sys.stdin.isatty() and sys.stdout.isatty()
if not is_tty:
for line in _PII_WARNING_LINES:
err_console.print(line)
return
for line in _PII_WARNING_LINES:
console.print(line)
answer = typer.prompt(" Continue? [y/N]", default="N", show_default=False).strip().lower()
if answer not in ("y", "yes"):
print_error(err_console, "Aborted.")
raise typer.Exit(1)
config.agent_rush.acknowledged_at = datetime.now(timezone.utc).isoformat()
save_config(config)
def run_agent_rush_add(content: str) -> None:
_ensure_warning_acknowledged()
result = _call("/v1/agent-rush/memories/", {"content": content})
event_id = result.get("event_id", "?")
print_success(console, f"Memory submitted (event_id: {event_id})")
def run_agent_rush_search(query: str) -> None:
result = _call("/v1/agent-rush/memories/search/", {"query": query})
memories = result.get("results") or result.get("memories") or []
if not memories:
console.print("[dim](no results)[/dim]")
return
for i, m in enumerate(memories[:5], start=1):
text = m.get("memory") if isinstance(m, dict) else str(m)
console.print(f" {i}. {text}")
+69 -20
View File
@@ -4,9 +4,11 @@ from __future__ import annotations
import json
import os
import re
import stat as _stat_mod
import sys
import time as _time
from datetime import date
from pathlib import Path
import typer
@@ -47,6 +49,18 @@ def _stdin_is_piped() -> bool:
return False
def _validate_expires(value: str) -> None:
"""Exit 1 if value is not a future YYYY-MM-DD date."""
if not re.match(r"^\d{4}-\d{2}-\d{2}$", value):
print_error(
err_console, "Invalid date format for --expires. Use YYYY-MM-DD (e.g. 2025-12-31)."
)
raise typer.Exit(1)
if date.fromisoformat(value) <= date.today():
print_error(err_console, "--expires date must be in the future.")
raise typer.Exit(1)
def cmd_add(
backend: Backend,
text: str | None,
@@ -62,6 +76,11 @@ def cmd_add(
no_infer: bool,
expires: str | None,
categories: str | None,
custom_instructions: str | None = None,
agent_custom_instructions: str | None = None,
custom_categories: str | None = None,
structured_data_schema: str | None = None,
timestamp: int | None = None,
output: str = "text",
) -> None:
"""Add a memory."""
@@ -70,6 +89,13 @@ def cmd_add(
set_current_command("add")
if is_agent_mode():
output = "agent"
if categories:
print_error(
err_console, "--categories is not supported on add. Use --custom-categories instead."
)
raise typer.Exit(1)
msgs = None
content = text
@@ -108,27 +134,24 @@ def cmd_add(
print_error(err_console, "Invalid JSON in --metadata.")
raise typer.Exit(1) from None
cats = None
if categories:
custom_cats = None
if custom_categories:
try:
cats = json.loads(categories)
custom_cats = json.loads(custom_categories)
except json.JSONDecodeError:
cats = [c.strip() for c in categories.split(",")]
print_error(err_console, "Invalid JSON in --custom-categories.")
raise typer.Exit(1) from None
schema = None
if structured_data_schema:
try:
schema = json.loads(structured_data_schema)
except json.JSONDecodeError:
print_error(err_console, "Invalid JSON in --structured-data-schema.")
raise typer.Exit(1) from None
# Validate --expires
if expires:
import re
if not re.match(r"^\d{4}-\d{2}-\d{2}$", expires):
print_error(
err_console, "Invalid date format for --expires. Use YYYY-MM-DD (e.g. 2025-12-31)."
)
raise typer.Exit(1)
from datetime import date
if date.fromisoformat(expires) <= date.today():
print_error(err_console, "--expires date must be in the future.")
raise typer.Exit(1)
_validate_expires(expires)
with timed_status(err_console, "Adding memory...") as ts:
try:
@@ -143,7 +166,11 @@ def cmd_add(
immutable=immutable,
infer=not no_infer,
expires=expires,
categories=cats,
custom_instructions=custom_instructions,
agent_custom_instructions=agent_custom_instructions,
custom_categories=custom_cats,
structured_data_schema=schema,
timestamp=timestamp,
)
except Exception as e:
ts.error_msg = str(e)
@@ -224,6 +251,9 @@ def cmd_search(
keyword: bool,
filter_json: str | None,
fields: str | None,
show_expired: bool = False,
reference_date: str | None = None,
latest_only: bool = False,
output: str = "text",
) -> None:
"""Search memories."""
@@ -266,6 +296,9 @@ def cmd_search(
keyword=keyword,
filters=filters,
fields=field_list,
show_expired=show_expired,
reference_date=reference_date,
latest_only=latest_only,
)
except Exception as e:
print_error(err_console, str(e))
@@ -352,6 +385,8 @@ def cmd_list(
category: str | None,
after: str | None,
before: str | None,
show_expired: bool = False,
latest_only: bool = False,
output: str = "table",
) -> None:
"""List memories."""
@@ -380,6 +415,8 @@ def cmd_list(
category=category,
after=after,
before=before,
show_expired=show_expired,
latest_only=latest_only,
)
except Exception as e:
print_error(err_console, str(e))
@@ -446,6 +483,8 @@ def cmd_update(
text: str | None,
*,
metadata: str | None,
expires: str | None = None,
timestamp: int | None = None,
output: str,
) -> None:
"""Update a memory."""
@@ -462,10 +501,19 @@ def cmd_update(
print_error(err_console, "Invalid JSON in --metadata.")
raise typer.Exit(1) from None
if expires:
_validate_expires(expires)
_start = _time.perf_counter()
with timed_status(err_console, "Updating memory...") as _ts:
try:
result = backend.update(memory_id, content=text, metadata=meta)
result = backend.update(
memory_id,
content=text,
metadata=meta,
expiration_date=expires,
timestamp=timestamp,
)
except Exception as e:
print_error(err_console, str(e))
raise typer.Exit(1) from None
@@ -490,6 +538,7 @@ def cmd_delete(
*,
dry_run: bool = False,
force: bool = False,
delete_linked: bool = False,
output: str,
) -> None:
"""Delete a single memory by ID."""
@@ -512,7 +561,7 @@ def cmd_delete(
_start = _time.perf_counter()
with timed_status(err_console, "Deleting...") as _ts:
try:
result = backend.delete(memory_id=memory_id)
result = backend.delete(memory_id=memory_id, delete_linked=delete_linked)
except Exception as e:
print_error(err_console, str(e))
raise typer.Exit(1) from None
@@ -0,0 +1,25 @@
"""mem0 whoami — print the active agent's default_user_id (AGENTRUSH identifier)."""
from __future__ import annotations
import typer
from rich.console import Console
from mem0_cli.branding import BRAND_COLOR, print_error, print_info
from mem0_cli.config import load_config
console = Console()
err_console = Console(stderr=True)
def run_whoami() -> None:
config = load_config()
session_id = config.platform.default_user_id if config.platform else None
if not session_id:
print_error(
err_console,
"No default_user_id found. Run `mem0 init --agent` first.",
)
raise typer.Exit(1)
console.print(f"Your AGENTRUSH identifier: [{BRAND_COLOR}]{session_id}[/{BRAND_COLOR}]")
print_info(console, "Find your row at https://mem0.ai/agentrush")
+18 -1
View File
@@ -51,12 +51,20 @@ class TelemetryConfig:
anonymous_id: str = ""
@dataclass
class AgentRushConfig:
# ISO timestamp the human acknowledged the "memories are public" warning.
# Empty until first interactive `mem0 agent-rush add`.
acknowledged_at: str = ""
@dataclass
class Mem0Config:
version: int = CONFIG_VERSION
defaults: DefaultsConfig = field(default_factory=DefaultsConfig)
platform: PlatformConfig = field(default_factory=PlatformConfig)
telemetry: TelemetryConfig = field(default_factory=TelemetryConfig)
agent_rush: AgentRushConfig = field(default_factory=AgentRushConfig)
SHORT_KEY_ALIASES: dict[str, str] = {
@@ -105,6 +113,9 @@ def load_config() -> Mem0Config:
telemetry = data.get("telemetry", {})
config.telemetry.anonymous_id = telemetry.get("anonymous_id", "")
agent_rush = data.get("agent_rush", {})
config.agent_rush.acknowledged_at = agent_rush.get("acknowledged_at", "")
# Environment variable overrides
env_key = os.environ.get("MEM0_API_KEY")
if env_key:
@@ -158,6 +169,9 @@ def save_config(config: Mem0Config) -> None:
"telemetry": {
"anonymous_id": config.telemetry.anonymous_id,
},
"agent_rush": {
"acknowledged_at": config.agent_rush.acknowledged_at,
},
}
with open(CONFIG_FILE, "w") as f:
@@ -221,7 +235,10 @@ def set_nested_value(config: Mem0Config, dotted_key: str, value: str) -> bool:
if isinstance(current, bool):
value = value.lower() in ("true", "1", "yes") # type: ignore[assignment]
elif isinstance(current, int):
value = int(value) # type: ignore[assignment]
try:
value = int(value) # type: ignore[assignment]
except ValueError:
return False
setattr(obj, final_key, value)
return True
+26 -10
View File
@@ -20,8 +20,8 @@ def format_memories_text(console: Console, memories: list[dict], title: str = "m
console.print(f"\n[{BRAND_COLOR}]Found {count} {title}:[/]\n")
for i, mem in enumerate(memories, 1):
memory_text = mem.get("memory", mem.get("text", ""))
mem_id = mem.get("id", "")[:8]
memory_text = mem.get("memory") or mem.get("text") or ""
mem_id = (mem.get("id") or "")[:8]
score = mem.get("score")
created = _format_date(mem.get("created_at"))
category = mem.get("categories", [None])
@@ -67,8 +67,8 @@ def format_memories_table(
table.add_column("Created", max_width=12)
for mem in memories:
mem_id = mem.get("id", "")
memory_text = mem.get("memory", mem.get("text", ""))
mem_id = mem.get("id") or ""
memory_text = mem.get("memory") or mem.get("text") or ""
if len(memory_text) > 60:
memory_text = memory_text[:57] + "..."
categories = mem.get("categories", [])
@@ -104,8 +104,8 @@ def format_single_memory(console: Console, mem: dict, output: str = "text") -> N
format_json(console, mem)
return
memory_text = mem.get("memory", mem.get("text", ""))
mem_id = mem.get("id", "")
memory_text = mem.get("memory") or mem.get("text") or ""
mem_id = mem.get("id") or ""
lines = []
lines.append(f" [white bold]{memory_text}[/]")
@@ -262,16 +262,32 @@ def sanitize_agent_data(command: str, data: Any) -> Any:
return result
if command == "search":
return [pick(r, ["id", "memory", "score", "created_at", "categories"]) for r in data]
return [
pick(r, ["id", "memory", "score", "created_at", "categories", "expiration_date"])
for r in data
]
if command == "list":
return [pick(r, ["id", "memory", "created_at", "categories"]) for r in data]
return [
pick(r, ["id", "memory", "created_at", "categories", "expiration_date"]) for r in data
]
if command == "get":
return pick(data, ["id", "memory", "created_at", "updated_at", "categories", "metadata"])
return pick(
data,
[
"id",
"memory",
"created_at",
"updated_at",
"categories",
"metadata",
"expiration_date",
],
)
if command == "update":
return pick(data, ["id", "memory"])
return pick(data, ["id", "memory", "expiration_date"])
if command in ("delete", "delete-all", "entity delete"):
return data
+9 -2
View File
@@ -137,12 +137,19 @@ def capture_event(
"anon_distinct_id_to_alias": anon_id_to_alias,
}
subprocess.Popen(
[sys.executable, "-m", "mem0_cli.telemetry_sender", json.dumps(context)],
child = subprocess.Popen(
[sys.executable, "-m", "mem0_cli.telemetry_sender"],
stdin=subprocess.PIPE,
stdout=subprocess.DEVNULL,
stderr=subprocess.DEVNULL,
start_new_session=True,
close_fds=True,
text=True,
)
if child.stdin:
with contextlib.suppress(Exception):
child.stdin.write(json.dumps(context))
with contextlib.suppress(Exception):
child.stdin.close()
except Exception:
pass
+13 -2
View File
@@ -1,6 +1,7 @@
"""Standalone telemetry sender — runs as a detached subprocess.
Usage: python -m mem0_cli.telemetry_sender '<json context>'
Usage: python -m mem0_cli.telemetry_sender (JSON context is read from stdin;
a single argv argument is still accepted as a legacy fallback)
This module is spawned by telemetry.capture_event() and runs independently
of the parent CLI process. It:
@@ -20,8 +21,18 @@ import sys
import urllib.request
def _load_context() -> dict:
"""Load telemetry context from stdin, falling back to argv for compatibility."""
raw = ""
if not sys.stdin.isatty():
raw = sys.stdin.read().strip()
if not raw and len(sys.argv) > 1:
raw = sys.argv[1]
return json.loads(raw)
def main() -> None:
ctx = json.loads(sys.argv[1])
ctx = _load_context()
payload = ctx["payload"]
if ctx.get("needs_email") and ctx.get("mem0_api_key"):
+6 -3
View File
@@ -32,12 +32,13 @@ def _run(args: list[str], home_dir: str | None = None) -> subprocess.CompletedPr
if key.startswith("MEM0_"):
del env[key]
env.pop("FORCE_COLOR", None)
env["PYTHONIOENCODING"] = "utf-8"
if home_dir:
env["HOME"] = home_dir
result = subprocess.run(
[sys.executable, "-m", "mem0_cli", *args],
capture_output=True,
text=True,
encoding="utf-8",
env=env,
timeout=15,
)
@@ -99,12 +100,13 @@ class TestArgvPreprocessing:
result = subprocess.run(
[sys.executable, "-m", "mem0_cli", "init", "--agent"],
capture_output=True,
text=True,
encoding="utf-8",
env={
**{k: v for k, v in os.environ.items() if not k.startswith("MEM0_")},
"HOME": clean_home,
"MEM0_BASE_URL": "http://127.0.0.1:1", # blackhole
"FORCE_COLOR": "0",
"PYTHONIOENCODING": "utf-8",
},
timeout=15,
)
@@ -133,12 +135,13 @@ class TestJsonEnvelopeParity:
result = subprocess.run(
[sys.executable, "-m", "mem0_cli", "init", "--agent", "--json"],
capture_output=True,
text=True,
encoding="utf-8",
env={
**{k: v for k, v in os.environ.items() if not k.startswith("MEM0_")},
"HOME": clean_home,
"MEM0_BASE_URL": "http://127.0.0.1:1",
"FORCE_COLOR": "0",
"PYTHONIOENCODING": "utf-8",
},
timeout=15,
)
+28 -1
View File
@@ -7,6 +7,7 @@ boundaries).
from __future__ import annotations
import json
import os
import re
import subprocess
@@ -49,6 +50,7 @@ def _run(
if key.startswith("MEM0_"):
del env[key]
env.pop("FORCE_COLOR", None)
env["PYTHONIOENCODING"] = "utf-8"
if home_dir:
env["HOME"] = home_dir
if env_override:
@@ -56,7 +58,7 @@ def _run(
result = subprocess.run(
[sys.executable, "-m", "mem0_cli", *args],
capture_output=True,
text=True,
encoding="utf-8",
env=env,
)
return subprocess.CompletedProcess(
@@ -83,6 +85,31 @@ class TestCLIIntegration:
assert "add" in result.stdout
assert "search" in result.stdout
def test_version_flag_only(self):
from mem0_cli import __version__
flag = _run(["--version"])
assert flag.returncode == 0
assert __version__ in flag.stdout
assert _run(["version"]).returncode != 0
@pytest.mark.parametrize(
"args",
[["help", "--json"], ["--json", "help"], ["help", "--agent"], ["--agent", "help"]],
)
def test_help_json_produces_valid_json(self, args):
result = _run(args)
assert result.returncode == 0
spec = json.loads(result.stdout)
assert spec["name"] == "mem0"
assert "add" in spec["commands"]
def test_help_without_json_is_text(self):
result = _run(["help"])
assert result.returncode == 0
with pytest.raises(json.JSONDecodeError):
json.loads(result.stdout)
def test_add_help(self):
result = _run(["add", "--help"])
assert result.returncode == 0
+184 -10
View File
@@ -8,8 +8,8 @@ from io import StringIO
from unittest.mock import patch
import pytest
from click.exceptions import Exit as ClickExit
from rich.console import Console
from typer import Exit as TyperExit
from mem0_cli.commands.config_cmd import (
cmd_config_get,
@@ -181,7 +181,7 @@ class TestAddCommand:
patch("mem0_cli.commands.memory.console", console),
patch("mem0_cli.commands.memory.err_console", err_console),
patch("mem0_cli.commands.memory._stdin_is_piped", return_value=False),
pytest.raises((SystemExit, ClickExit)),
pytest.raises((SystemExit, TyperExit)),
):
cmd_add(
mock_backend,
@@ -206,7 +206,7 @@ class TestAddCommand:
with (
patch("mem0_cli.commands.memory.console", console),
patch("mem0_cli.commands.memory.err_console", err_console),
pytest.raises((SystemExit, ClickExit)),
pytest.raises((SystemExit, TyperExit)),
):
cmd_add(
mock_backend,
@@ -252,12 +252,13 @@ class TestAddCommand:
)
mock_backend.add.assert_called_once()
def test_add_categories_csv(self, mock_backend):
def test_add_categories_rejected(self, mock_backend):
console, _buf = _make_console()
err_console, _err_buf = _make_err_console()
err_console, err_buf = _make_err_console()
with (
patch("mem0_cli.commands.memory.console", console),
patch("mem0_cli.commands.memory.err_console", err_console),
pytest.raises((SystemExit, TyperExit)),
):
cmd_add(
mock_backend,
@@ -275,7 +276,93 @@ class TestAddCommand:
categories="health,prefs",
output="text",
)
mock_backend.add.assert_called_once()
assert "--custom-categories" in err_buf.getvalue()
mock_backend.add.assert_not_called()
def test_add_invalid_custom_categories_json(self, mock_backend):
console, _buf = _make_console()
err_console, err_buf = _make_err_console()
with (
patch("mem0_cli.commands.memory.console", console),
patch("mem0_cli.commands.memory.err_console", err_console),
pytest.raises((SystemExit, TyperExit)),
):
cmd_add(
mock_backend,
"test",
user_id="alice",
agent_id=None,
app_id=None,
run_id=None,
messages=None,
file=None,
metadata=None,
immutable=False,
no_infer=False,
expires=None,
categories=None,
custom_categories="not-json",
output="text",
)
assert "--custom-categories" in err_buf.getvalue()
mock_backend.add.assert_not_called()
def test_add_invalid_structured_data_schema_json(self, mock_backend):
console, _buf = _make_console()
err_console, err_buf = _make_err_console()
with (
patch("mem0_cli.commands.memory.console", console),
patch("mem0_cli.commands.memory.err_console", err_console),
pytest.raises((SystemExit, TyperExit)),
):
cmd_add(
mock_backend,
"test",
user_id="alice",
agent_id=None,
app_id=None,
run_id=None,
messages=None,
file=None,
metadata=None,
immutable=False,
no_infer=False,
expires=None,
categories=None,
structured_data_schema="not-json",
output="text",
)
assert "--structured-data-schema" in err_buf.getvalue()
mock_backend.add.assert_not_called()
def test_add_regression_metadata_expiration_custom_categories_together(self, mock_backend):
console, _buf = _make_console()
err_console, _err_buf = _make_err_console()
with (
patch("mem0_cli.commands.memory.console", console),
patch("mem0_cli.commands.memory.err_console", err_console),
):
cmd_add(
mock_backend,
"test",
user_id="alice",
agent_id=None,
app_id=None,
run_id=None,
messages=None,
file=None,
metadata='{"source": "test"}',
immutable=False,
no_infer=False,
expires="2099-01-01",
categories=None,
custom_categories='[{"prefs": "user preferences"}]',
output="text",
)
call_kwargs = mock_backend.add.call_args.kwargs
assert call_kwargs["metadata"] == {"source": "test"}
assert call_kwargs["expires"] == "2099-01-01"
assert call_kwargs["custom_categories"] == [{"prefs": "user preferences"}]
class TestAddDeduplicatesPending:
@@ -464,6 +551,36 @@ class TestSearchCommand:
)
mock_backend.search.assert_called_once()
def test_search_new_flags_reach_backend(self, mock_backend):
console, _buf = _make_console()
err_console, _err_buf = _make_err_console()
with (
patch("mem0_cli.commands.memory.console", console),
patch("mem0_cli.commands.memory.err_console", err_console),
):
cmd_search(
mock_backend,
"preferences",
user_id="alice",
agent_id=None,
app_id=None,
run_id=None,
top_k=10,
threshold=0.3,
rerank=False,
keyword=False,
filter_json=None,
fields=None,
show_expired=True,
reference_date="2024-01-01",
latest_only=True,
output="text",
)
call_kwargs = mock_backend.search.call_args.kwargs
assert call_kwargs["show_expired"] is True
assert call_kwargs["reference_date"] == "2024-01-01"
assert call_kwargs["latest_only"] is True
class TestGetCommand:
def test_get_text(self, mock_backend):
@@ -561,6 +678,32 @@ class TestListCommand:
output = buf.getvalue()
assert "No memories found" in output
def test_list_new_flags_reach_backend(self, mock_backend):
console, _buf = _make_console()
err_console, _err_buf = _make_err_console()
with (
patch("mem0_cli.commands.memory.console", console),
patch("mem0_cli.commands.memory.err_console", err_console),
):
cmd_list(
mock_backend,
user_id="alice",
agent_id=None,
app_id=None,
run_id=None,
page=1,
page_size=100,
category=None,
after=None,
before=None,
show_expired=True,
latest_only=True,
output="table",
)
call_kwargs = mock_backend.list_memories.call_args.kwargs
assert call_kwargs["show_expired"] is True
assert call_kwargs["latest_only"] is True
class TestUpdateCommand:
def test_update(self, mock_backend):
@@ -585,6 +728,26 @@ class TestUpdateCommand:
output = buf.getvalue()
assert '"memory"' in output
def test_update_new_fields_reach_backend(self, mock_backend):
console, _buf = _make_console()
err_console, _err_buf = _make_err_console()
with (
patch("mem0_cli.commands.memory.console", console),
patch("mem0_cli.commands.memory.err_console", err_console),
):
cmd_update(
mock_backend,
"abc-123",
"New text",
metadata=None,
expires="2099-01-01",
timestamp=1700000000,
output="text",
)
call_kwargs = mock_backend.update.call_args.kwargs
assert call_kwargs["expiration_date"] == "2099-01-01"
assert call_kwargs["timestamp"] == 1700000000
class TestDeleteCommand:
def test_delete_single(self, mock_backend):
@@ -610,6 +773,17 @@ class TestDeleteCommand:
assert "dry run" in output.lower()
mock_backend.delete.assert_not_called()
def test_delete_linked_reaches_backend(self, mock_backend):
console, _buf = _make_console()
err_console, _err_buf = _make_err_console()
with (
patch("mem0_cli.commands.memory.console", console),
patch("mem0_cli.commands.memory.err_console", err_console),
):
cmd_delete(mock_backend, "abc-123", delete_linked=True, output="text")
call_kwargs = mock_backend.delete.call_args.kwargs
assert call_kwargs["delete_linked"] is True
class TestDeleteAllCommand:
def test_delete_all_force(self, mock_backend):
@@ -764,7 +938,7 @@ class TestImportCommand:
with (
patch("mem0_cli.commands.utils.console", console),
patch("mem0_cli.commands.utils.err_console", err_console),
pytest.raises((SystemExit, ClickExit)),
pytest.raises((SystemExit, TyperExit)),
):
cmd_import(mock_backend, "/nonexistent/file.json", user_id=None, agent_id=None)
@@ -801,7 +975,7 @@ class TestEntitiesListCommand:
with (
patch("mem0_cli.commands.entities.console", console),
patch("mem0_cli.commands.entities.err_console", err_console),
pytest.raises((SystemExit, ClickExit)),
pytest.raises((SystemExit, TyperExit)),
):
cmd_entities_list(mock_backend, "invalid", output="table")
@@ -944,7 +1118,7 @@ class TestEntitiesDeleteCommand:
with (
patch("mem0_cli.commands.entities.console", console),
patch("mem0_cli.commands.entities.err_console", err_console),
pytest.raises((SystemExit, ClickExit)),
pytest.raises((SystemExit, TyperExit)),
):
cmd_entities_delete(
mock_backend,
@@ -1308,7 +1482,7 @@ class TestAgentMode:
patch("mem0_cli.commands.memory.console", console),
patch("mem0_cli.commands.memory.err_console", err_console),
patch("sys.stdout", captured_stdout),
pytest.raises((SystemExit, ClickExit)),
pytest.raises((SystemExit, TyperExit)),
):
cmd_get(mock_backend, "bad-id", output="text")
+7 -1
View File
@@ -67,7 +67,8 @@ class TestConfig:
from mem0_cli.config import CONFIG_FILE
mode = os.stat(CONFIG_FILE).st_mode & 0o777
assert mode == 0o600
if os.name != "nt":
assert mode == 0o600
def test_defaults_save_and_load(self, isolate_config):
config = Mem0Config()
@@ -138,6 +139,11 @@ class TestNestedAccess:
assert set_nested_value(config, "platform.api_key", "new-key")
assert config.platform.api_key == "new-key"
def test_set_int_value_rejects_invalid_input(self):
config = Mem0Config()
assert set_nested_value(config, "version", "abc") is False
assert config.version == 1
def test_set_nonexistent_key(self):
config = Mem0Config()
assert set_nested_value(config, "nonexistent.key", "val") is False
+103
View File
@@ -0,0 +1,103 @@
"""Drift test: every documented v3 add/search/list param must be reachable from the Python CLI."""
import json
from pathlib import Path
import typer.main
from mem0_cli.app import app
REPO_ROOT = Path(__file__).resolve().parents[3]
OPENAPI_PATH = REPO_ROOT / "docs" / "openapi.json"
KNOWN_UNSURFACED: dict[tuple[str, str], str] = {
("/v3/memories/add/", "includes"): "extraction hint, no CLI flag yet",
("/v3/memories/add/", "excludes"): "extraction hint, no CLI flag yet",
("/v3/memories/add/", "enable_graph"): "graph memory toggle, no CLI flag yet",
("/v3/memories/add/", "output_format"): "response envelope is pinned by the CLI",
("/v3/memories/add/", "prompt_profile_id"): "no CLI flag yet",
("/v3/memories/add/", "temporal_reasoning"): "no CLI flag yet",
("/v3/memories/add/", "timezone"): "no CLI flag yet",
("/v3/memories/add/", "observation_datetime"): "no CLI flag yet, --timestamp backdates instead",
("/v3/memories/add/", "observation_date"): "no CLI flag yet, --timestamp backdates instead",
("/v3/memories/search/", "categories"): "expressible through --filter",
("/v3/memories/search/", "metadata"): "expressible through --filter",
("/v3/memories/", "start_date"): "covered by --after via filters.created_at.gte",
("/v3/memories/", "end_date"): "covered by --before via filters.created_at.lte",
("/v3/memories/", "categories"): "covered by --category via filters.categories",
("/v3/memories/", "fields"): "no CLI flag yet",
("/v3/memories/", "keywords"): "no CLI flag yet",
}
ADD_MAPPING: dict[str, list[str]] = {
"messages": ["messages", "file", "text"],
"user_id": ["user_id"],
"agent_id": ["agent_id"],
"app_id": ["app_id"],
"run_id": ["run_id"],
"metadata": ["metadata"],
"expiration_date": ["expires"],
"custom_instructions": ["custom_instructions"],
"agent_custom_instructions": ["agent_custom_instructions"],
"custom_categories": ["custom_categories"],
"infer": ["no_infer"],
"immutable": ["immutable"],
"structured_data_schema": ["structured_data_schema"],
"timestamp": ["timestamp"],
}
SEARCH_MAPPING: dict[str, list[str]] = {
"query": ["query"],
"filters": ["filter_json", "user_id", "agent_id", "run_id"],
"show_expired": ["show_expired"],
"top_k": ["top_k"],
"threshold": ["threshold"],
"rerank": ["rerank"],
"reference_date": ["reference_date"],
"fields": ["fields"],
}
LIST_MAPPING: dict[str, list[str]] = {
"filters": ["user_id", "agent_id", "run_id", "category", "after", "before"],
"show_expired": ["show_expired"],
"page": ["page"],
"page_size": ["page_size"],
}
def _documented_fields(endpoint: str) -> set[str]:
spec = json.loads(OPENAPI_PATH.read_text())
schema = spec["paths"][endpoint]["post"]["requestBody"]["content"]["application/json"]["schema"]
return set(schema["properties"])
def _cli_param_names(command_name: str) -> set[str]:
click_app = typer.main.get_command(app)
command = click_app.commands[command_name]
return {param.name for param in command.params}
def _assert_all_reachable(endpoint: str, mapping: dict[str, list[str]], command_name: str) -> None:
documented = _documented_fields(endpoint)
reachable = _cli_param_names(command_name)
for field in documented:
if (endpoint, field) in KNOWN_UNSURFACED:
continue
candidates = mapping.get(field)
assert candidates, (
f"{endpoint}: documented field {field!r} has no mapping entry for command {command_name!r}"
)
assert any(candidate in reachable for candidate in candidates), (
f"{endpoint}: documented field {field!r} not reachable via any of {candidates} on command {command_name!r}"
)
class TestOptionParity:
def test_add_covers_documented_fields(self):
_assert_all_reachable("/v3/memories/add/", ADD_MAPPING, "add")
def test_search_covers_documented_fields(self):
_assert_all_reachable("/v3/memories/search/", SEARCH_MAPPING, "search")
def test_list_covers_documented_fields(self):
_assert_all_reachable("/v3/memories/", LIST_MAPPING, "list")
+23
View File
@@ -54,6 +54,11 @@ class TestTextFormat:
output = buf.getvalue()
assert "Found 0" in output
def test_format_memories_text_handles_null_fields(self):
console, buf = _make_console()
format_memories_text(console, [{"id": None, "memory": None, "created_at": None}])
assert "Found 1 memories" in buf.getvalue()
class TestTableFormat:
def test_format_memories_table(self):
@@ -70,6 +75,13 @@ class TestTableFormat:
# Should still render (empty table)
assert "ID" in output
def test_format_memories_table_handles_null_fields(self):
console, buf = _make_console()
format_memories_table(console, [{"id": None, "memory": None, "created_at": None}])
output = buf.getvalue()
assert "ID" in output
assert "Memory" in output
class TestSingleMemory:
def test_format_single_memory_text(self):
@@ -87,6 +99,17 @@ class TestSingleMemory:
output = buf.getvalue()
assert '"memory"' in output
def test_format_single_memory_handles_null_fields(self):
console, buf = _make_console()
format_single_memory(
console,
{"id": None, "memory": None, "text": "Fallback memory", "created_at": None},
"text",
)
output = buf.getvalue()
assert "Fallback memory" in output
assert "ID:" not in output
class TestAddResult:
def test_format_add_result_text(self):
+46
View File
@@ -0,0 +1,46 @@
"""Tests for the Platform backend (mem0 Platform API client)."""
from __future__ import annotations
from unittest.mock import patch
from mem0_cli.backend.platform import PlatformBackend
from mem0_cli.config import PlatformConfig
def _make_backend() -> PlatformBackend:
# api_key/base_url are only used to build the httpx client; every test here
# patches _request, so no real network calls are made.
return PlatformBackend(PlatformConfig(api_key="test-key", base_url="https://api.mem0.ai"))
class TestDeleteEntities:
def test_multiple_entities_returns_all_results(self):
backend = _make_backend()
responses = {
"/v2/entities/user/alice/": {"message": "user deleted"},
"/v2/entities/agent/bob/": {"message": "agent deleted"},
}
with patch.object(backend, "_request") as mock_request:
mock_request.side_effect = lambda method, path, **kw: responses[path]
result = backend.delete_entities(user_id="alice", agent_id="bob")
# Regression: previously only the last entity's response survived.
assert result == {
"user": {"message": "user deleted"},
"agent": {"message": "agent deleted"},
}
assert mock_request.call_count == 2
def test_single_entity_keyed_by_type(self):
backend = _make_backend()
with patch.object(backend, "_request", return_value={"message": "user deleted"}):
result = backend.delete_entities(user_id="alice")
assert result == {"user": {"message": "user deleted"}}
def test_no_entities_raises(self):
backend = _make_backend()
import pytest
with pytest.raises(ValueError):
backend.delete_entities()
@@ -0,0 +1,112 @@
"""Tests that the MEM-5893 option-parity flags reach the correct request payload/params."""
from __future__ import annotations
from unittest.mock import patch
from mem0_cli.backend.platform import PlatformBackend
from mem0_cli.config import PlatformConfig
def _make_backend() -> PlatformBackend:
return PlatformBackend(PlatformConfig(api_key="test-key", base_url="https://api.mem0.ai"))
class TestAddOptions:
def test_new_fields_and_existing_fields_land_in_payload_together(self):
backend = _make_backend()
with patch.object(backend, "_request", return_value={"results": []}) as mock_request:
backend.add(
content="hello",
user_id="alice",
metadata={"source": "test"},
expires="2099-01-01",
custom_instructions="Extract only preferences.",
agent_custom_instructions="Extract only tool outcomes.",
custom_categories=[{"prefs": "user preferences"}],
structured_data_schema={"type": "object"},
timestamp=1700000000,
)
payload = mock_request.call_args.kwargs["json"]
assert payload["custom_instructions"] == "Extract only preferences."
assert payload["agent_custom_instructions"] == "Extract only tool outcomes."
assert payload["custom_categories"] == [{"prefs": "user preferences"}]
assert payload["structured_data_schema"] == {"type": "object"}
assert payload["timestamp"] == 1700000000
assert payload["metadata"] == {"source": "test"}
assert payload["expiration_date"] == "2099-01-01"
def test_omitted_fields_are_absent_from_payload(self):
backend = _make_backend()
with patch.object(backend, "_request", return_value={"results": []}) as mock_request:
backend.add(content="hello", user_id="alice")
payload = mock_request.call_args.kwargs["json"]
assert "custom_instructions" not in payload
assert "agent_custom_instructions" not in payload
assert "custom_categories" not in payload
assert "structured_data_schema" not in payload
assert "timestamp" not in payload
class TestSearchOptions:
def test_show_expired_reference_date_latest_only_reach_payload(self):
backend = _make_backend()
with patch.object(backend, "_request", return_value=[]) as mock_request:
backend.search(
"query",
show_expired=True,
reference_date="2024-01-01",
latest_only=True,
)
payload = mock_request.call_args.kwargs["json"]
assert payload["show_expired"] is True
assert payload["reference_date"] == "2024-01-01"
assert payload["latest_only"] is True
def test_keyword_and_fields_reach_payload(self):
backend = _make_backend()
with patch.object(backend, "_request", return_value=[]) as mock_request:
backend.search("query", keyword=True, fields=["memory", "score"])
payload = mock_request.call_args.kwargs["json"]
assert payload["keyword_search"] is True
assert payload["fields"] == ["memory", "score"]
def test_keyword_and_fields_omitted_are_absent_from_payload(self):
backend = _make_backend()
with patch.object(backend, "_request", return_value=[]) as mock_request:
backend.search("query")
payload = mock_request.call_args.kwargs["json"]
assert "keyword_search" not in payload
assert "fields" not in payload
class TestListOptions:
def test_show_expired_and_latest_only_are_top_level_not_in_filters(self):
backend = _make_backend()
with patch.object(backend, "_request", return_value=[]) as mock_request:
backend.list_memories(user_id="alice", show_expired=True, latest_only=True)
payload = mock_request.call_args.kwargs["json"]
assert payload["show_expired"] is True
assert payload["latest_only"] is True
assert "show_expired" not in payload.get("filters", {})
assert "latest_only" not in payload.get("filters", {})
class TestUpdateOptions:
def test_expires_and_timestamp_reach_payload(self):
backend = _make_backend()
with patch.object(backend, "_request", return_value={}) as mock_request:
backend.update("mem-123", expiration_date="2099-01-01", timestamp=1700000000)
payload = mock_request.call_args.kwargs["json"]
assert payload["expiration_date"] == "2099-01-01"
assert payload["timestamp"] == 1700000000
class TestDeleteOptions:
def test_delete_linked_is_a_query_param_not_json_body(self):
backend = _make_backend()
with patch.object(backend, "_request", return_value={}) as mock_request:
backend.delete(memory_id="mem-123", delete_linked=True)
call = mock_request.call_args
assert call.kwargs["params"]["delete_linked"] == "true"
assert "json" not in call.kwargs
@@ -0,0 +1,43 @@
from unittest.mock import MagicMock
from mem0_cli.backend.platform import PlatformBackend
def _backend(sample_config):
backend = PlatformBackend(sample_config.platform)
backend._client = MagicMock()
backend._client.request.return_value = MagicMock(
status_code=200,
json=lambda: {"message": "ok"},
headers={},
raise_for_status=lambda: None,
)
return backend
def test_memory_id_path_segments_are_encoded(sample_config):
backend = _backend(sample_config)
backend.get("mem/a?b#c")
backend.update("mem/a?b#c", content="updated")
backend.delete("mem/a?b#c")
paths = [call.args[1] for call in backend._client.request.call_args_list]
assert paths == [
"/v1/memories/mem%2Fa%3Fb%23c/",
"/v1/memories/mem%2Fa%3Fb%23c/",
"/v1/memories/mem%2Fa%3Fb%23c/",
]
def test_entity_and_event_path_segments_are_encoded(sample_config):
backend = _backend(sample_config)
backend.delete_entities(user_id="org/team?active#frag")
backend.get_event("evt/a?b#c")
paths = [call.args[1] for call in backend._client.request.call_args_list]
assert paths == [
"/v2/entities/user/org%2Fteam%3Factive%23frag/",
"/v1/event/evt%2Fa%3Fb%23c/",
]

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