2bccb9680d
Merge remote-tracking branch 'origin/main' into docs/stale-rerankers
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# Conflicts:
# docs/components/rerankers/models/llm.mdx
2026-06-27 13:09:50 +05:30
7e7682a06d
docs(vectordbs): correct vector store config defaults & imports ( #5843 )
2026-06-27 12:40:16 +05:30
0842310eba
fix(docs/rerankers): pass rerank=True so examples actually rerank
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The reranker examples configured a `reranker` block but called
memory.search(...) without rerank=True. Memory.search() defaults rerank=False
(mem0/memory/main.py:1333) and only reranks 'if rerank and self.reranker'
(:1447), so reranking never ran:
- cohere, zero_entropy, llm, sentence_transformer print result['rerank_score'],
which doesn't exist unless reranking runs -> KeyError on copy-paste.
- optimization (reranker benchmark) and custom-prompts (reranker-prompt test)
silently measured un-reranked search.
Add the missing rerank=True flag to every search meant to exercise the reranker.
2026-06-27 12:31:12 +05:30
f38608fb50
docs(api-reference): align API docs & openapi.json with v3 spec ( #5848 )
2026-06-26 22:07:53 +05:30
fb11cdffbb
docs(changelog): fix score_details fields, graph-store note & dead link ( #5845 )
2026-06-26 22:05:14 +05:30
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 )
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Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com >
2026-06-26 19:01:58 +05:30
08da741a31
SEO & metadata audit: expand short API reference descriptions ( #5897 )
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Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
2026-06-26 16:34:52 +05:30
e4efdd2e29
docs: add SECURITY.md and improve contribution guidelines ( #5855 )
2026-06-26 16:02:53 +05:30
a87c9ce367
docs: fix mangled Python formatting in pgvector & Neon vector store guides ( #5853 )
2026-06-26 16:00:58 +05:30
d258b638ef
docs: document FastEmbed embedder + missing org/project API endpoints ( #5852 )
2026-06-26 16:00:12 +05:30
bbbfcfea07
fix(deps): bump undici to >=6.27.0 (CVE-2026-12151) ( #5861 )
2026-06-26 15:32:09 +05:30
fbef369b91
docs(open-source): fix OSS feature docs for v3 SDK ( #5847 )
2026-06-26 14:14:33 +05:30
a7ed68e697
docs(integrations): fix retired model IDs, v3 response shapes & vercel deps ( #5842 )
2026-06-26 13:59:33 +05:30
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 )
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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 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-06-25 17:01:50 +05:30
1f66aadfa3
fix(openclaw): normalize Windows skill-loader URLs before fileURLToPath ( #5679 )
2026-06-25 16:36:11 +05:30
b91c745fbc
fix: apply remove_code_blocks() to LangChain path in async _create_procedural_memory ( #5711 )
2026-06-25 16:34:28 +05:30
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 )
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Co-authored-by: Cursor <cursoragent@cursor.com >
Co-authored-by: Kartik <kartik.labhshetwar@mem0.ai >
2026-06-25 16:14:30 +05:30
d2ff83cf72
fix(redis): use .get() for hash/created_at in insert() to handle entity payloads ( #5709 )
2026-06-25 16:13:44 +05:30
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 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-06-25 15:52:46 +05:30
3d06006f36
fix(valkey): escape special chars in FT.SEARCH tag filter values ( #5750 )
2026-06-25 15:20:13 +05:30
95d458ce06
docs(rerankers): drop llm.mdx edits (page is removed as superseded orphan in #5852 )
2026-06-25 14:17:01 +05:30
6bb1d328ad
fix(mem0-ts): support pgvector connection strings and ssl ( #5789 )
2026-06-25 11:57:37 +05:30
5345ed5e0b
docs(rerankers): align reranker config docs with v3 SDK source
2026-06-25 11:49:24 +05:30
ac296f7534
docs: make example code fences copy-safe ( #5833 )
2026-06-24 22:19:40 -07:00
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 )
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Making the entity extraction function cleaner
Co-authored-by: Soumil Rathi <soumilrathi@gmail.com >
2026-06-24 15:48:37 -07:00
5d573dd2ae
docs: added typescript support to deepseek provider ( #5723 )
2026-06-24 20:55:14 +05:30
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
6ddf1669f4
fix(vector_stores): point fastembed-missing warning at mem0ai[extras] ( #5622 )
2026-06-24 14:47:02 +05:30
d3d2e89fd5
fix(llms): skip JSON response_format for Groq compound models ( #5513 )
2026-06-24 14:42:22 +05:30
43175d85f2
fix: preserve empty Azure AI Search update values ( #5524 )
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Signed-off-by: Xiaoju <xiaojuchh@gmail.com >
2026-06-24 14:41:55 +05:30
661ecb9f0f
docs(hermes): update for v3 API, OSS self-hosted mode, and new tools ( #5807 )
2026-06-24 11:59:13 +05:30
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 )
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Co-authored-by: Zaid Malhis <Malhis@users.noreply.github.com >
2026-06-24 11:48:52 +05:30
e9c0547423
fix(ts-sdk): preserve customCategories names through key conversion ( #5741 )
2026-06-24 11:15:19 +05:30
25bc1b7426
fix(memory): guard against malformed image_url in parse_vision_messages ( #5631 )
2026-06-24 11:10:36 +05:30
fee344db85
fix(chroma): wrap scalar vector_id in list for delete() ( #5703 )
2026-06-24 10:54:36 +05:30
b611f69381
fix(chroma): wrap update() ids/embeddings/metadatas in lists ( #5757 )
2026-06-24 10:54:15 +05:30
c2862831db
fix(reranker): log reranking failures instead of swallowing them silently ( #5717 )
2026-06-24 10:44:37 +05:30
1678e682ee
fix(ts-sdk): check message.role instead of content for system messages ( #3921 )
2026-06-23 17:18:00 +05:30
ced4af681f
fix(claude-plugin): rerank auto-injected memory context by default ( #5690 )
2026-06-23 16:52:35 +05:30
565db27121
fix(milvus,baidu): sanitize filter values to prevent expression injection ( #5746 )
2026-06-23 16:51:05 +05:30
c0ac9f81fa
fix(milvus): wrap scalar vector_id in list for delete() ( #5704 )
2026-06-23 16:48:47 +05:30
879c68555c
fix(memory): return attributed_to from get/get_all/search ( #5629 )
2026-06-23 16:43:30 +05:30
c2e723352e
fix(ts-oss): return attributedTo from get/search/getAll ( #5675 )
2026-06-23 16:42:57 +05:30
kartik-mem0