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Soumil RathiandClaude Opus 4.6 a33c557a25 feat(oss): port v3 pipeline with hybrid search, entity extraction, and additive scoring 
Replace the 2-LLM-call add pipeline with a single-pass additive extraction
using ADDITIVE_EXTRACTION_PROMPT. Memories now accumulate (ADD-only) instead
of being updated/deleted during extraction.

Search pipeline upgraded to hybrid scoring combining three signals:
- Semantic similarity (vector search)
- BM25 keyword matching (native per vector store, 15 stores supported)
- Entity boost (spaCy NER with entity collection linking)

Combined score = (semantic + bm25 + entity_boost) / max_possible, where
max_possible adapts based on which signals are active.

Key changes:
- Add spaCy-based lemmatization for BM25 keyword search
- Add spaCy-based entity extraction (PROPER, QUOTED, COMPOUND, NOUN types)
- Add entity store as second vector collection ({collection}_entities)
- Add native keyword_search() to 15 vector store adapters
- Add batch embedding support (embed_batch) for OpenAI and Azure OpenAI
- Add message persistence in SQLite (rolling window of 10 per scope)
- Add additive scoring with adaptive normalization
- Add observation_date parameter to add()
- Add custom_instructions config field
- Default search threshold changed to 0.1

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-31 14:09:37 -07:00
UtkarshandGitHub 861cbb7289 fix(openclaw): use absolute URL for architecture image in README (#4311) 2026-03-12 11:06:51 -07:00
KartikandGitHub 54aa760720 feat(skills): add Mem0 Platform Claude Code skill (#4309) 2026-03-12 10:00:39 -07:00
UtkarshGitHubutkarsh240799Claude Opus 4.6
 		59c3b050bd fix(oss): auto-detect embedding dimension to fix Qdrant mismatch with non-OpenAI embedders (#4297) 
Co-authored-by: utkarsh240799 <utkarsh240799@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-12 21:45:09 +05:30
UtkarshandGitHub 5b3acf416b fix(ts-sdk): resolve SQLite db paths correctly in OSS mode (#4307) 2026-03-12 09:13:44 -07:00
KartikandGitHub 63f587c922 fix(docs): use filters param for search in LiveKit integration (#4300) 2026-03-12 18:05:02 +05:30
KartikandGitHub 21df43c699 fix(docs): correct Deploy with Docker Compose card link (#4296) 2026-03-11 00:15:54 -07:00
UtkarshandGitHub 0118198143 chore(openclaw): bump version to 0.3.0 (#4283) 2026-03-09 21:50:13 -07:00
UtkarshandGitHub 36537c8326 fix(ts-sdk): replace sqlite3 with better-sqlite3 to fix native binding resolution (#4270) 2026-03-09 11:00:36 -07:00
UtkarshandGitHub 7482c48692 fix(openclaw): migrate platform search to mem0 v2 API (#4276) 2026-03-09 09:48:55 -07:00
UtkarshandGitHub e219961f9d docs(openclaw): clarify userId is user-defined (#4277) 2026-03-09 09:47:15 -07:00
UtkarshandGitHub 3ffe43f99f feat(openclaw): add per-agent memory isolation for multi-agent setups (#4245) 2026-03-09 08:53:49 -07:00
liviaellenandGitHub 72e2c5c24b Fix handle malformed entity dicts and None LLM response in memgraph_memory (#4238) 2026-03-07 12:05:32 -08:00
Saket AryanandGitHub 34c797d285 fix: disable ph telemetry still calls posthog (#4203) v1.0.5 2026-03-04 03:55:34 +05:30
Saket AryanandGitHub a0d8a02b94 chore(ts-sdk): bump axios to 1.13.6 (#4177) 2026-03-02 13:24:35 +05:30
Saket AryanandGitHub 93c720301e docs: update delete_all to reflect filter validation breaking change (#4103) 2026-02-25 21:10:35 +05:30
mgoulartandGitHub db15d5c629 fix(oss): validate LLM fact output via FactRetrievalSchema before embedding (#4083) 2026-02-22 19:57:48 -08:00
mem0-bot[bot]andGitHub aa4a944b51 fix: Bug: Openclaw Extension OSS Mode lacks threshold restrictions (#4106) (#4115) 2026-02-22 18:44:11 -08:00
PrathameshandGitHub ab5e930cf7 Update OpenClaw integration architecture diagram (#4079) 2026-02-19 16:42:43 -08:00
Deshraj YadavandGitHub 0e76de7bd5 Add source openclaw (#4082) 2026-02-19 16:35:41 -08:00
Mragank ShekharandGitHub 5a93643f12 docs: add memory_categorize webhook event type (#4077) 2026-02-19 15:09:11 +05:30
Mragank ShekharandGitHub a140829395 chore: update user facing timestamp for a memory (#4066) v1.0.4 2026-02-18 03:27:46 +05:30
Zlo7andGitHub a6810819ca OpenClaw plugin: fix auto-recall injection and auto-capture message drop (#4065) 2026-02-17 13:26:45 -08:00
Saket AryanandGitHub a02205e519 chore: remove legacy v0.x docs and version dropdown (#4060) 2026-02-16 13:25:05 -08:00
Saket AryanandGitHub 69a832dc58 chore: add update project options (#3947) v1.0.3 2026-02-03 10:55:43 +05:30
Deshraj YadavandGitHub 70baa46cb1 fix: add OpenClaw to docs navigation (#3965) 2026-02-02 10:17:19 -08:00
Deshraj YadavandGitHub 3d3e875d21 Feature: Add OpenClaw plugin and documentation (#3964) 2026-02-02 10:04:08 -08:00
Saket AryanandGitHub dba7f0458a (version-bump): update the project version to v1.0.2 (#3902) v1.0.2 2026-01-13 13:01:38 +05:30
Saket AryanandGitHub 27e5db5831 (fix): mongodb distribution name, azure ai search, and workflow trigger (#3900) 2026-01-13 12:52:49 +05:30
Saket AryanandGitHub 2c90eedfff chore: do a disk cleanup in gh actions to fix memo build (#3899) 2026-01-13 11:42:54 +05:30
Noah StappandGitHub a1db0f6362 Add DriverInfo metadata to MongoDB vector store (#3648) 2026-01-12 21:07:42 -08:00
Saket AryanandGitHub 90a7b1afa0 feat(ts-sdk): add support for keyword arguments in add and search methods (#3895) 2026-01-10 21:19:55 +05:30
Saket AryanandGitHub 69a552d8a8 fix(docs): Improve light mode support for introduction page and organize thumbnails (#3880) 2026-01-03 21:21:24 +05:30
Saket AryanandGitHub 417ebffadd (ts-sdk-update): Update for TypeScript SDK v2.2. (#3865) 2025-12-29 15:01:18 +05:30
Saket AryanandGitHub 1dc07d3550 (docs): update to use the v2 URL Patterns in delete user route (#3864) 2025-12-29 14:51:42 +05:30
Saket AryanandGitHub 65e22e34d9 chore: remove unnecessary dependencies from Vercel AI SDK to reduce package size (#3856) 2025-12-26 22:24:40 +05:30
Parth SharmaandGitHub e08f44c5f2 [docs] link to fix api key redirect (#3843) 2025-12-18 00:20:29 +05:30
Parth SharmaandGitHub 16d989bbcd [docs] Series of docs for mem0-mcp (#3831) 2025-12-15 22:03:23 +05:30
Swarnaprakash UdayakumarandGitHub 0f8654bd40 Add Strands agent (with AWS ElastiCache and Neptune) example mention in Joint blog post by Mem0 and AWS (#3824) 2025-12-13 14:00:29 +05:30
Parth SharmaandGitHub 654089fcfc [docs] Filters fix in docs (#3815) 2025-12-11 18:38:08 +05:30
Parth SharmaandGitHub 222c6ceea1 (docs-fix): fix broken redirect in python and node quickstart (#3826) 2025-12-11 15:50:20 +05:30
Parth SharmaandGitHub 84bd6e3b97 fix(docs): Correct API authentication header from Bearer to Token (#3820) 2025-12-11 00:32:59 +05:30
Parth SharmaandGitHub 5676bebd5f docs: migration guide v1 (#3822) 2025-12-10 23:45:19 +05:30
Parth SharmaandGitHub f14132db44 [docs] Gemini-3 demo with mem0-mcp (#3810) 2025-12-09 23:43:49 +05:30
Parth SharmaandGitHub 903c3635cc [docs] Add memory and v2 docs fixup (#3792) 2025-11-27 23:41:51 +05:30
Parth SharmaandGitHub cc2894aaec [docs] Docs redirect to platform (#3769) 2025-11-22 10:17:58 +05:30
Deshraj YadavandGitHub 97cbff77ef Add events API docs and spec updates (#3752) 2025-11-14 20:53:31 -08:00
Parth SharmaandGitHub e29220efda [docs] new redirect for entity doc (#3750) 2025-11-14 08:51:25 -08:00
Prateek ChhikaraandGitHub 3b84a234e1 Updates to python sdk (#3749) 2025-11-13 14:22:39 -08:00
Parth SharmaandGitHub 2bca30ebe6 [docs] Minor Docs fixes ( enhancements , restructure ) (#3748) 2025-11-13 11:58:36 -08:00