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fix/procedural-memory-list-content
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55 Commits

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
Kartik 71f2ebefa3 fix(memory): escape delimiters when building the session scope key (#6892) 2026-08-11 23:23:55 +05:30
Abhinav Singh 45208feebb fix(memory): stop add() metadata from setting a memory's identity scope (#6656) 2026-08-04 16:46:47 +05:30
Kartik 8ca9a0f2c0 fix: OSS Python SDK hygiene batch, 9 small bug fixes (#6770) 2026-08-03 20:36:28 +05:30
tomatotomata 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
Aditya Jethani 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
Kartik 99206f0c64 feat(oss): accept text in Memory.update(), deprecate data (#6044) 2026-07-09 19:32:51 +05:30
Bartok ad7e09851c fix(memory): re-raise LLM extraction failures instead of returning [] (salvage of #5178) (#5878) 2026-07-01 18:36:19 +05:30
soumil-rathi 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
Rod Boev 0e02effaf7 fix(notices): derive scale counts for Redis and search backends (#5687) 2026-06-25 16:04:44 +05:30
Yash Singh 25bc1b7426 fix(memory): guard against malformed image_url in parse_vision_messages (#5631) 2026-06-24 11:10:36 +05:30
Hrushikesh Yadav 650b734b1b fix: reset() only drops history table, leaving stale messages (#5541) 2026-06-22 11:28:17 +05:30
Bartok 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
Hrushikesh Yadav 466249113c fix: async delete_all race condition corrupts entity store linked_memory_ids (#5553) 2026-06-18 16:57:03 +05:30
Bartok 94bbc13de0 fix(memory): skip messages without a content key in message parsers (#5575) 2026-06-16 15:29:53 +05:30
youneshima 3553fc79dd feat(memory): add OSS-to-Platform notices (#5494) 2026-06-13 18:34:20 +05:30
Kartik 06d33f6cc4 fix: relax flaky entity boost parallelism timing threshold (#5511) 2026-06-12 21:07:47 +05:30
Hrushikesh Yadav 8f3b60f3e1 fix: prevent crash in parse_vision_messages when vision is disabled (#5487) 2026-06-12 20:41:18 +05:30
Kartik d817aa9c12 fix(oss): parallelize entity boost searches in Memory.search (#5377) 2026-06-05 21:03:42 +05:30
Andrew Halpern cca7551192 fix(memory): honor prompt param in vector store extraction (#4914) 2026-04-23 22:36:54 +05:30
soumil-rathi a488e19044 feat(oss): port v3 pipeline with hybrid search, entity extraction, and additive scoring (#4805) 
Co-authored-by: Soumil Rathi <soumilrathi@gmail.com>
Co-authored-by: Saket Aryan <saketaryan2002@gmail.com>
Co-authored-by: chaithanyak42 <chaithanya.kumar42a@gmail.com>
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
 2026-04-14 18:00:58 +05:30
Kartik e44b46ef2e fix(sdk): removing deprecating param from our sdk and docs changes with it (#4740) 2026-04-12 00:34:58 +05:30
Ignazio De Santis 081eca6d8f fix: guard temp_uuid_mapping lookups against LLM-hallucinated IDs (fixes #3931) (#4674) 
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
 2026-04-08 21:55:52 +05:30
Himanshu ae49edec44 fix(memory): centralize entity cleanup and skip malformed LLM relation dicts (#4515) 2026-03-28 21:23:05 +05:30
Kartik c2698f2b71 fix: preserve original actor_id during memory update (#4570) 2026-03-28 00:02:58 +05:30
Utkarsh 12624555b4 fix(memory): set updated_at on creation and preserve pre-existing created_at (#4499) 
Co-authored-by: utkarsh240799 <utkarsh240799@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-27 16:59:44 +05:30
zaid khan 5edc0cc99f fix: update parameter added to the update function which is exposed t… (#3799) 
Co-authored-by: utkarsh240799 <utkarsh240799@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-26 20:02:33 +05:30
lamost423 f9e30304d7 fix: sanitize hyphens in Neo4j Cypher relationship names (#4154) 2026-03-25 19:58:27 +05:30
Utkarsh 2a36960f4c fix: prevent in-place mutation of metadata in _create_memory (#4529) 
Co-authored-by: utkarsh240799 <utkarsh240799@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-25 13:56:30 +05:30
darrenxu 884e740b53 fix(graph): soft-delete graph relationships instead of hard DELETE (#4188) 
Signed-off-by: sxu75374 <imshuaixu@gmail.com>
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
 2026-03-21 17:32:59 +05:30
Utkarsh 305ce7b6b3 feat: add Apache AGE graph store support (#4448) 
Co-authored-by: utkarsh240799 <utkarsh240799@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-20 20:27:48 +05:30
Anisha Mahuli 08de18f860 replace hardcoded US/Pacific timezone references with timezone.utc (#4404) 
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
 2026-03-19 17:29:29 +05:30
Utkarsh 46b4b2e9c8 fix: preserve http_auth in _safe_deepcopy_config for OpenSearch (#3580) (#4418) 
Co-authored-by: utkarsh240799 <utkarsh240799@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-19 16:37:56 +05:30
dhilip_binny 35fe30aabd fix: ensure JSON instruction in prompts for json_object response format (#3559) (#4271) 2026-03-16 21:57:57 +05:30
Anisha Mahuli 2e5e290434 fix: key error when llm omits entities key tool call (#4313) 2026-03-16 20:52:26 +05:30
liviaellen 72e2c5c24b Fix handle malformed entity dicts and None LLM response in memgraph_memory (#4238) 2026-03-07 12:05:32 -08:00
Ronak Bhalgami eb2f8a3738 fix: Prevent Mock object issues in graph memory tests (#3627) 
Co-authored-by: parshvadaftari <daftariparshva@gmail.com>
 2025-10-22 03:53:12 +05:30
Parshva Daftari 394203d1b5 Mem0 1.0.0 (#3545) 2025-10-16 15:50:20 +05:30
Alex Kondratev ce8a285003 Validate embedding_dims in kuzu, fix #3556 (#3558) 2025-10-11 03:55:03 +05:30
Karthikeya Kollu dc883b0f9e [test] Add comprehensive test suite for SQLiteManager (#3494) 2025-09-25 22:30:03 +05:30
Andrew Carbonetto a015e2ff4a Add Neptune-DB graph store with vector store (#3443) 
Signed-off-by: Andrew Carbonetto <andrew.carbonetto@improving.com>
Co-authored-by: Siddhartha Sahu <dev@sdht.in>
 2025-09-19 02:54:33 +05:30
Parshva Daftari d48b1832c7 Fixes ollama and updates openai dependency (#3452) 2025-09-12 01:39:39 +05:30
Padarn Wilson 3b2d0ad0eb Fix missing commas in Kuzu graph INSERT queries (#3358) 2025-08-24 12:33:51 +05:30
Siddhartha Sahu a6a3928091 Add support for graph memory using Kuzu (#2934) 2025-08-16 02:22:31 +05:30
DrJsPBs 26732771eb Fix Neo4j Cypher syntax error with agent_id filtering (#3158) 
Co-authored-by: parshvadaftari <daftariparshva@gmail.com>
 2025-08-08 09:08:13 -07:00
Andrew Carbonetto 05c404d8d3 Add Amazon Neptune Analytics graph_store configuration & integration (#2949) 2025-07-04 16:26:21 -07:00
John Lockwood 7c0c4a03c4 Feat/add python version test envs (#2774) 2025-06-14 17:43:16 +05:30
Dev Khant d85fcda037 Formatting (#2750) 2025-05-22 01:17:29 +05:30
John Lockwood 641be2878d Fix/new memories wrong type (#2635) 2025-05-07 17:35:24 +05:30
Taranjeet Singh f842a92e25 Rename embedchain to mem0 and open sourcing code for long term memory (#1474) 
Co-authored-by: Deshraj Yadav <deshrajdry@gmail.com>
 2024-07-12 20:21:33 +05:30