9897951783
docs: update README benchmarks to current temporal-reasoning results
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Refresh the README benchmark table and Research Highlights to match the
current numbers on the Memory Evaluation page (docs/core-concepts/
memory-evaluation.mdx), updated in #6056 .
- LoCoMo: 91.6 -> 92.5
- LongMemEval: 94.8 -> 94.4 (94.8 was not sourced by any docs page)
- Assistant memory recall highlight: +53.6 delta -> 98.2 absolute
- State the top_200 retrieval budget and the managed-platform caveat
BEAM (1M / 10M), token counts, and latency are unchanged.
2026-07-09 15:50:16 +05:30
b26469e006
feat(vector-stores): add Weaviate adapter to TypeScript OSS SDK ( #5800 )
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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 )
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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 )
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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 )
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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 )
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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
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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-07-07 15:40:20 +05:30
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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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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 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-07-06 20:23:43 +05:30
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 )
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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 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-07-06 20:08:13 +05:30
580d390e4d
fix(transformers): upgrade to >=5.3.0 (GHSA-29pf-2h5f-8g72 / CVE-2026-4372) ( #6110 )
2026-07-06 17:56:39 +05:30
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 )
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Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com >
2026-07-02 22:38:33 +05:30
59484f066f
fix(elasticsearch): validate filter keys and values to prevent term injection ( #5980 )
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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 )
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Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai >
2026-07-02 18:33:16 +05:30
3b9aed866a
docs: fix typos and grammar errors across docs ( #6033 )
2026-07-01 23:25:12 +05:30
fb2593e10d
docs: add subtle GitHub star nudges at OSS win-moments ( #5928 )
2026-07-01 23:13:51 +05:30
207f65deda
docs: navigation ( #5900 )
2026-07-01 22:48:23 +05:30
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
41c8f00851
chore(integrations): plugin updates, pi-agent auto-recall, and version bumps ( #6011 )
2026-07-01 20:57:32 +05:30
a36a392cd3
fix(opensearch): validate filter values to prevent term query injection ( #5986 )
2026-07-01 20:47:45 +05:30
152d1e66f7
fix(embeddings): guard embed_batch count mismatch in OpenAI and Azure OpenAI ( #5966 )
2026-07-01 18:53:28 +05:30
bc05fd9623
fix(neptune): escape filter values in openCypher queries to prevent injection ( #5982 )
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Signed-off-by: Hrushikesh Yadav <yadavhrushikesh65@gmail.com >
2026-07-01 18:48:04 +05:30
ad7e09851c
fix(memory): re-raise LLM extraction failures instead of returning [] (salvage of #5178 ) ( #5878 )
2026-07-01 18:36:19 +05:30
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 )
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Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com >
2026-06-29 18:12:50 -07:00
b2ff3aeda5
Clean up release highlights copy and removing emdash from the docs ( #5984 )
2026-06-29 21:27:53 +05:30
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 )
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Co-authored-by: ly-wang19 <ly-wang19@users.noreply.github.com >
2026-06-29 20:43:35 +05:30
cc59d122db
docs: remove instructions for unavailable Cursor marketplace plugin ( #5971 )
2026-06-29 20:35:07 +05:30
3619fd77ae
fix(azure-ai-search): validate filter value types and escape quotes in OData ( #5983 )
2026-06-29 20:31:26 +05:30
2dcb3542f8
fix(databricks): validate catalog/schema/table identifiers to prevent SQL injection ( #5988 )
2026-06-29 20:30:27 +05:30
31cec11a79
fix(cli-node): keep every result in entity delete, not just the last ( #5970 )
2026-06-29 15:26:57 +05:30
4c0ea22d31
fix(ts): handle empty Google chat candidates ( #5817 )
2026-06-29 15:08:44 +05:30
kartik-mem0