kartik-mem0
c8b93de8e9
docs: refresh README first fold, reconcile stale benchmark numbers, unify the one-liner
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README first fold:
- banner 800px -> 520px
- badges condensed from two paragraphs into one row (Trendshift kept, inline)
- lead with Introduction instead of benchmarks
- new How it works section explaining the add/search loop
- benchmarks moved below the intro and retitled from the date-stamped
New Memory Algorithm (April 2026)
- dropped Research Highlights, which restated the benchmark table verbatim
Benchmarks: the README was already correct at 92.5 / 94.4, matching
mem0.ai/research and docs/core-concepts/memory-evaluation.mdx. The stale
copies were in the migration guides, which quote the numbers as a live
reason to upgrade. Updated both to 92.5 / 94.4 (+21 / +27).
docs/changelog/highlights.mdx keeps 91.6 / 93.4 inside its dated
2026-04-14 entry, which records what was announced at the time.
One-liner: standardized on 'the memory layer for AI agents', already the
canonical form in cli-spec.json, cli/python/pyproject.toml and the CLI
specification. Swept the remaining variants.
2026-08-13 18:06:40 +05:30
Anas Khan and GitHub
d70cc00ab3
docs(components): point config links to provider overviews ( #6126 )
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Signed-off-by: Anas Khan <83116240+anxkhn@users.noreply.github.com >
2026-08-12 16:11:46 +05:30
Kartik and GitHub
c427a453a8
docs(changelog): backfill Python v2.0.18 and TypeScript v3.1.6 SDK entries ( #6918 )
2026-08-12 00:25:18 +05:30
Kartik and GitHub
f5b4300449
docs: redirect deprecated OSS graph memory page to platform graph memory ( #6914 )
2026-08-12 00:25:02 +05:30
Kartik and GitHub
71f2ebefa3
fix(memory): escape delimiters when building the session scope key ( #6892 )
2026-08-11 23:23:55 +05:30
b42cfdd5c8
Fix broken links: unblock link check in oracledb.mdx ( #6849 )
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Co-authored-by: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
2026-08-07 18:16:06 +05:30
Elif Sema Balcioglu and GitHub
6fe6140dba
fix(vector-stores/oracledb): Fix accuracy bug ( #6848 )
2026-08-07 18:07:12 +05:30
3f39fba28f
fix(n8n): MIT license + themed icons for verified-node vetting ( #6804 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-08-06 00:00:13 +05:30
Saket Aryan and GitHub
12c47f5249
feat(sdk, docs): expose agent_custom_instructions for agent-scoped extraction ( #6809 )
2026-08-05 22:12:10 +05:30
Kartik and GitHub
3f717e5459
docs: frame graph memory as a Platform feature, removed from OSS ( #6808 )
2026-08-05 18:17:07 +05:30
Kartik and GitHub
18021dd106
feat(ts-oss): add Oracle AI Vector Search vector store ( #6690 )
2026-08-05 10:55:33 +05:30
Kartik and GitHub
1112be3e5e
chore(release): bump SDK, CLI, and plugin versions ( #6800 )
2026-08-05 00:16:26 +05:30
deca4bd3a5
SEO & metadata audit: trim Dream page description under 160 chars ( #6793 )
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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 )
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Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com >
2026-08-04 19:45:07 +05:30
6e6f5b8d59
docs(temporal): clarify feature behavior and usage ( #6780 )
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Co-authored-by: Soumil Rathi <soumilrathi@gmail.com >
2026-08-03 11:42:43 -07:00
Kartik and GitHub
dd54e387de
docs(openapi): document limit param and error responses on GET /v1/memories/ ( #6779 )
2026-08-03 23:56:12 +05:30
Kartik and GitHub
fd32b980b4
docs(openapi): complete parameter and description coverage for current v1 memory routes ( #6775 )
2026-08-03 23:41:24 +05:30
Harsh Vardhan Gupta and GitHub
ea6fd3b457
docs: correct add-memories endpoint to /v3/memories/add/ in entity-scoped memory guide ( #6774 )
2026-08-03 21:05:50 +05:30
Kartik and GitHub
5f77d86caf
docs: correct openapi.json against live API behavior ( #6771 )
2026-08-03 20:36:14 +05:30
Kartik and GitHub
c90bdbdce0
feat(cli): Platform option parity across Python and Node CLIs (MEM-5893) ( #6696 )
2026-08-03 17:10:44 +05:30
Kartik and GitHub
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] and GitHub
38e47ac261
Fix grammar & typos: repair broken code fences in Python quickstart ( #6709 )
2026-07-31 18:17:39 -07:00
Deshraj Yadav and GitHub
d06ea1875c
Update docs: Improve getting started section ( #6707 )
2026-07-31 16:09:00 -07:00
Kartik and GitHub
cf3355e2ca
fix(reranker): align llm_reranker default model with SDK default ( #6703 )
2026-08-01 01:04:08 +05:30
Kartik and GitHub
29fa41558c
fix(vector-stores): Supabase 1000-row cap, RLS init probe, and col_info crash ( #6695 )
2026-07-31 20:36:41 +05:30
Kartik and GitHub
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 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-07-30 15:34:00 +05:30
Kartik and GitHub
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 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-07-29 23:03:03 +05:30
e168d48e04
feat(integrations): Zapier app for Mem0 ( #6518 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-07-29 20:56:44 +05:30
Kartik and GitHub
ea2ee07586
chore: remove OpenMemory from the monorepo ( #6530 )
2026-07-29 15:10:32 +05:30
Kartik and GitHub
540d23d610
docs: serve an unconditioned favicon at the docs domain root ( #6649 )
2026-07-29 00:07:35 -07:00
Kartik and GitHub
3274390f82
docs: redirect /integrations/keywords to /integrations/respan ( #6648 )
2026-07-28 23:57:37 -07:00
Kartik and GitHub
b357a5a1b0
chore(release): Python SDK v2.0.14, TypeScript SDK v3.1.2 ( #6589 )
2026-07-25 17:51:48 +05:30
d6d89c987b
Add Oracle Vector Store Integration ( #5358 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-07-23 21:30:01 +05:30
Kartik and GitHub
c2150e8f1a
docs: SEO and AEO updates for the memory expiration page ( #6535 )
2026-07-23 20:46:29 +05:30
Kartik and GitHub
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
Kartik and GitHub
756b0b1b6d
fix(ts-sdk): lazy-load optional provider SDKs in mem0ai/oss ( #6389 )
2026-07-20 15:53:35 +05:30
youneshima and GitHub
739534c0a3
docs: use CLI commands for Claude Code plugin install steps ( #6341 )
2026-07-16 11:00:50 +05:30
Kartik and GitHub
633b035342
feat(ts-sdk): add AWS Bedrock embedding provider ( #6185 )
2026-07-15 14:27:07 +05:30
Kartik and GitHub
ccbe5861a1
docs: remove criteria retrieval docs for non-existent feature ( #6282 )
2026-07-14 20:06:05 +05:30
Kartik and GitHub
d6d2588ef5
fix(mem0-plugin): store assistant-authored summaries with role="assistant" ( #6316 )
2026-07-14 20:03:36 +05:30
Kartik and GitHub
6c1741e3a4
docs: fold contextual-add into the Add concept page and redirect ( #6286 )
2026-07-14 20:02:47 +05:30
Kartik and GitHub
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
17836748d7
feat(vector-stores): add Databricks provider to TypeScript OSS SDK ( #5824 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-07-11 16:35:47 +05:30
Kartik and GitHub
8488abe603
docs: correct custom categories, per-call custom_categories is supported ( #6218 )
2026-07-10 20:08:32 +05:30
Kartik and GitHub
49863e9a7a
docs: add a dedicated Memory Expiration page ( #6194 )
2026-07-10 20:08:24 +05:30
33a0ed7559
feat(ts-sdk): add AWS Neptune Analytics vector store ( #5797 )
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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 )
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Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai >
2026-07-10 19:14:15 +05:30
Granis87 and GitHub
df9d5cc4b1
Fix stale Node SDK delete note and add TypeScript examples ( #6159 )
2026-07-10 01:45:45 +05:30
kartik-mem0