kartik-mem0 and Claude Sonnet 4.6
a930603c12
fix(qdrant): add wildcard * support and update type hints
...
Wildcard '*' values now return None from _build_field_condition (match any /
field exists semantics), and _create_filter skips None conditions so a
filter containing only wildcards returns None. Updated return type annotations
to Optional[FieldCondition] and Optional[Filter] accordingly.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-03-21 18:05:48 +05:30
kartik-mem0 and Claude Sonnet 4.6
b53507efd3
fix(qdrant): reject mixed range and non-range filter operators
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Raise ValueError when a filter dict for a single field combines range
operators (gt/gte/lt/lte) with non-range operators (eq/ne/in/nin/etc),
preventing silent data loss where the non-range conditions were dropped.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-03-21 18:04:10 +05:30
kartik-mem0 and Claude Sonnet 4.6
fb430b1a32
fix(qdrant): raise ValueError for unsupported filter operators
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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-03-21 18:02:54 +05:30
Longwei Liu
7e0968bbc8
fix(qdrant): implement enhanced metadata filtering operators
...
The Qdrant vector store's _create_filter only handled simple equality
and a single gte+lte range case, causing ValidationError for all other
operators documented at docs.mem0.ai/open-source/features/metadata-filtering.
Add _build_field_condition to translate the universal filter syntax into
Qdrant-native models:
- Comparison: eq, ne, gt, gte, lt, lte → MatchValue / MatchExcept / Range
- List: in, nin → MatchAny / MatchExcept
- String: contains, icontains → MatchText
- Logical: AND, OR, NOT → Filter(must/should/must_not), recursive
Existing simple equality and gte+lte range filters continue to work
unchanged (backward compatible).
Closes #3975
2026-02-25 00:01:24 +08:00
Saket Aryan and GitHub
27e5db5831
(fix): mongodb distribution name, azure ai search, and workflow trigger ( #3900 )
2026-01-13 12:52:49 +05:30
Parth Sharma and GitHub
84687fc3d2
[fix] list' object has no attribute 'id' - Id fault with chroma pinecone and other providers ( #3693 )
2025-10-31 16:46:10 +05:30
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
Faizan Habib and GitHub
9ef644b95e
Add Apache Cassandra vector store support ( #3578 )
2025-10-17 23:48:49 +05:30
Tarun Jain and GitHub
1090784302
[feat add]FastEmbed embedding for local embeddings ( #3552 )
2025-10-16 22:52:22 +05:30
Parshva Daftari and GitHub
394203d1b5
Mem0 1.0.0 ( #3545 )
2025-10-16 15:50:20 +05:30
Parshva Daftari and GitHub
41cfb3ab1a
[Update] Default LLM ( #3587 )
2025-10-15 11:19:52 -07:00
Vedant Thakkar and GitHub
ea22e8d9cd
feat: Allow custom model and params with huggingface_base_url ( #3574 )
2025-10-14 17:33:18 +05:30
Alex Kondratev and GitHub
ce8a285003
Validate embedding_dims in kuzu, fix #3556 ( #3558 )
2025-10-11 03:55:03 +05:30
Parshva Daftari and GitHub
4559623501
[fix] milvus db bug and added tests ( #3566 )
2025-10-11 02:21:35 +05:30
Vishaal LS and GitHub
9000576173
fix: handle non-serializable objects in config deepcopy ( #3464 ) ( #3544 )
2025-10-09 19:35:08 +05:30
Josh Hayes and GitHub
922471f43b
fix: Databricks Vector Store ( #3546 )
2025-10-09 19:19:07 +05:30
Alex Kondratev and GitHub
ee0202764b
Tool call support for LangchainLLM ( #3542 )
2025-10-06 00:03:44 +05:30
dog-last and GitHub
51ce6f1347
Bug fix of thinking llm in vllm ( #3510 )
2025-10-03 19:13:08 +05:30
Parshva Daftari and GitHub
346d89d244
Added azure mysql for mem0 ( #3531 )
2025-10-02 21:41:03 +05:30
Vishaal LS and GitHub
58cc44ff38
fix: handle missing 'data' key in memory payload during search operations ( #3524 )
2025-09-30 15:10:43 -07:00
Karthikeya Kollu and GitHub
dc883b0f9e
[test] Add comprehensive test suite for SQLiteManager ( #3494 )
2025-09-25 22:30:03 +05:30
Abdullah Irfan and GitHub
9df392b26a
Fixed s3 vectors memory initialization issue from configuration ( #3481 )
2025-09-20 12:43:18 +05:30
Parshva Daftari and GitHub
ead210ffe4
Added weaviate db test ( #3483 )
2025-09-18 14:40:44 -07:00
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
Andy Kwok and GitHub
6b5582f474
Feat: Mem0 vector store backend integration for Neptune Analytics ( #3453 )
...
Signed-off-by: Andy Kwok <andy.kwok@improving.com >
2025-09-17 19:26:03 +05:30
Parshva Daftari and GitHub
d48b1832c7
Fixes ollama and updates openai dependency ( #3452 )
2025-09-12 01:39:39 +05:30
Swarnaprakash Udayakumar and GitHub
e3f0277cb9
feat(vector-store): Add Valkey vector store support ( #3272 )
2025-09-10 04:01:53 +05:30
Josh Hayes and GitHub
9477184582
databricks bug fixes ( #3416 )
2025-09-05 16:22:09 +05:30
Srishti Gureja and GitHub
cc15a22bf9
support store for openai ( #3399 )
2025-09-02 21:23:59 +05:30
John Lockwood and GitHub
97fd320bbf
Fix/new mem mistaken for current fixing #2875 ( #2876 )
2025-09-01 19:46:01 +05:30
Sheharyar Ahmad and GitHub
3d0ece1bcf
Refactor PGVector to Use Internal Connection Pools and Context Managers ( #3373 )
2025-08-29 19:06:39 +05:30
Padarn Wilson and GitHub
3b2d0ad0eb
Fix missing commas in Kuzu graph INSERT queries ( #3358 )
2025-08-24 12:33:51 +05:30
Enzo Biondo and GitHub
c72bfc3285
Add Amazon S3 Vectors Support ( #3237 )
2025-08-23 16:44:42 +05:30
David A. Torres and GitHub
4487785cec
feature: add Azure Identity for Azure OpenAI and Azure AI Search authentication ( #3262 )
2025-08-21 02:00:27 +05:30
e4c5582808
fix-migration-collection-override ( #3100 )
...
Co-authored-by: parshvadaftari <daftariparshva@gmail.com >
2025-08-21 00:11:28 +05:30
AkisAya and GitHub
346b913ace
feat: add es headers config ( #3088 )
2025-08-19 01:15:23 +05:30
Josh Hayes and GitHub
3a1eff425b
feat(vector-store): Add Databricks Mosaic AI vector store support ( #3325 )
2025-08-18 22:20:33 +05:30
Siddhartha Sahu and GitHub
a6a3928091
Add support for graph memory using Kuzu ( #2934 )
2025-08-16 02:22:31 +05:30
Parshva Daftari and GitHub
b60a208c2f
Fixes n_embeddings use and error for memgraph ( #3296 )
2025-08-11 12:57:29 -05:00
John Lockwood and GitHub
4c748423fc
Feat/llm monitoring callback ( #2877 )
2025-08-08 14:26:51 -07:00
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
Parshva Daftari and GitHub
148bbf0a5c
Add sslmode pgvector ( #3265 )
2025-08-06 10:28:02 -07:00
Parshva Daftari and GitHub
6e8c6c1cb7
Refactored base class config for llms ( #3241 )
2025-08-05 15:42:06 -07:00
Parshva Daftari and GitHub
42e60d6724
Added mulit id filters support for all vectorstores ( #3269 )
2025-08-04 14:52:57 -07:00
Parshva Daftari and GitHub
57a16aeb4b
Updated psycopg -> 3 ( #3271 )
2025-08-04 14:46:44 -07:00
Enam Biswas and GitHub
907328aafe
feat (pinecone): Add namespace support and improve type safety ( #3216 )
2025-08-01 11:53:34 -07:00
Parshva Daftari and GitHub
4433666117
Fix failing tests ( #3162 )
2025-07-25 00:58:45 +05:30
Dev Khant and GitHub
70d6f9231b
Abstraction for Project in MemoryClient ( #3067 )
2025-07-08 11:33:20 +05:30
Varun Mohanta and GitHub
aae5989e78
Fix: Changed keyword from assisstant to secretary ( #2937 )
2025-07-08 10:57:25 +05:30
Andrew Carbonetto and GitHub
05c404d8d3
Add Amazon Neptune Analytics graph_store configuration & integration ( #2949 )
2025-07-04 16:26:21 -07:00
