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
...
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
...
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
Faizan Habib and GitHub
9ef644b95e
Add Apache Cassandra vector store support ( #3578 )
2025-10-17 23:48:49 +05:30
Parshva Daftari and GitHub
394203d1b5
Mem0 1.0.0 ( #3545 )
2025-10-16 15:50:20 +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
Parshva Daftari and GitHub
346d89d244
Added azure mysql for mem0 ( #3531 )
2025-10-02 21:41:03 +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
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
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
Sheharyar Ahmad and GitHub
3d0ece1bcf
Refactor PGVector to Use Internal Connection Pools and Context Managers ( #3373 )
2025-08-29 19:06:39 +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
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
Parshva Daftari and GitHub
b60a208c2f
Fixes n_embeddings use and error for memgraph ( #3296 )
2025-08-11 12:57:29 -05:00
Parshva Daftari and GitHub
148bbf0a5c
Add sslmode pgvector ( #3265 )
2025-08-06 10:28:02 -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
Varun Mohanta and GitHub
aae5989e78
Fix: Changed keyword from assisstant to secretary ( #2937 )
2025-07-08 10:57:25 +05:30
Deshraj Yadav and GitHub
7484eed4b2
Fix CI issues related to missing dependency ( #3096 )
2025-07-03 18:52:50 -07:00
Kade Shockey and GitHub
b79bfb7c1e
MongoDB Vector Store misaligned strings and classes ( #3064 )
2025-07-01 11:12:28 +05:30
Shili Cao and GitHub
d35065c887
Feature: baidu vector db integration ( #2929 )
2025-06-19 11:12:12 +05:30
a0cd4065d9
+MongoDB Vector Support ( #2367 )
...
Co-authored-by: Divya Gupta <divya.gupta@mongodb.com >
2025-06-14 17:57:06 +05:30
Dev Khant and GitHub
d85fcda037
Formatting ( #2750 )
2025-05-22 01:17:29 +05:30
Dev Khant and GitHub
c3f3f82a3e
Migrate to Hatch and version bump -> 0.1.101 ( #2727 )
2025-05-20 22:58:51 +05:30
Dev Khant and GitHub
ec1d7a45d3
Fix all lint errors ( #2627 )
2025-05-06 01:16:02 +05:30
Dev Khant and GitHub
19d7beef43
Add support for Langchain VectorStores ( #2518 )
2025-04-11 13:37:18 +05:30
ytkimirti and GitHub
91abc03880
Add Upstash Vector support ( #2493 )
2025-04-09 10:06:07 +05:30
Anusha Yella and GitHub
1b1f02eb57
fix/failing-unit-tests ( #2486 )
2025-04-02 10:36:02 +05:30
Dev Khant and GitHub
9ae23f9c88
Add Faiss Support ( #2461 )
2025-03-29 13:35:36 +05:30
Parshva Daftari and GitHub
953a5a4a2d
Azure openai fixes ( #2428 )
2025-03-25 00:34:21 +05:30
Anusha Yella and GitHub
9db5f62262
fix-azure-ai-search-test-cases ( #2422 )
2025-03-24 15:20:02 +05:30
8e6a08aa83
Support for hybrid search in Azure AI vector store ( #2408 )
...
Co-authored-by: Deshraj Yadav <deshrajdry@gmail.com >
2025-03-20 22:57:00 +05:30
Parshva Daftari and GitHub
e33008e3a4
Add: Pinecone integration ( #2395 )
2025-03-20 12:57:32 +05:30
Mauricio A and GitHub
7b516328a8
Feature/fix opensearch vector mapping ( #2399 )
2025-03-20 09:37:57 +05:30
Wonbin Kim and GitHub
b8f40f728f
Support Custom Search Query for Elasticsearch ( #2372 )
2025-03-18 10:34:34 +05:30
Farzad Sunavala and GitHub
e25dc4b504
bugfix: update Azure AI Search Config ( #2380 )
2025-03-17 22:19:46 +05:30
Farzad Sunavala and GitHub
ba9c61938b
feat: enhance Azure AI Search Integration with Binary Quantization, Pre/Post Filter Options, and user agent header ( #2354 )
2025-03-12 21:20:25 +05:30
Parshva Daftari and GitHub
b89628322d
WeaviateDB Integration ( #2339 )
2025-03-11 00:12:17 +05:30
anchit-nishant and GitHub
23dbce4f59
Added support for google vector search - (matching engine) ( #2177 )
2025-03-05 11:45:47 +05:30
Dev Khant and GitHub
8452dd598f
Integrate Supabase VectorDB ( #2290 )
2025-03-03 23:16:24 +05:30
Dev Khant and GitHub
a4340b2336
Fix Qdrant Tests ( #2287 )
2025-03-03 10:46:56 +05:30
