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70 Commits

Author SHA1 Message Date
chaithanyak42 0b4bbcefff fix(tests): update 35 failing tests for v3 single-pass pipeline 
Tests were written for the old two-pass extraction pipeline (extract
facts + merge with ADD/UPDATE/DELETE). V3 uses single-pass ADD-only
extraction with one LLM call returning {"memory": [...]}.

Changes by category:

Old pipeline tests (13 failures):
- Delete TestHallucinatedIdGuard entirely (tests UPDATE/DELETE ID
  resolution that no longer exists)
- Update error log assertions to match v3 log messages
- Change LLM mock from 2-call side_effect to 1-call return_value
- Update vllm thinking tag tests for single-call format

ensure_json_instruction removed (3):
- Delete source-inspection tests (function still exists in utils
  but is no longer called from _add_to_vector_store)

UTC timestamp normalization removed (2):
- Update expected timestamps to stored-as-is (no UTC conversion)
- Remove _normalize_iso_timestamp_to_utc import

_search_vector_store signature: top_k -> limit (2):
- Update test calls to use limit= parameter

Context manager + close/db removed (6):
- Delete tests for __enter__/__exit__/close/db that were removed

Vector store BM25 config (3):
- Qdrant: add sparse_vectors_config to create_col assertion,
  named vector format {"": vector} in update assertion
- MongoDB: assert_any_call for both vector + text search indexes

Misc (6):
- test_search_handles_incomplete_payloads: expect 1 result (v3
  filters entries without 'data' key)
- Embedding cache tests: update for embed_batch (1 call) vs
  individual embed (was 2 calls)
- Graph reset tests: delete (graph support removed)
- use_azure_credential: update expected sensitivity to True

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-14 02:19:39 +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
Krishna Chaitanya 868b63af63 fix: use DatetimeRange for datetime string values in Qdrant range filters (#4659) 
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
 2026-04-02 18:43:58 +05:30
Br1an 27a6e7863e fix: rebuild FAISS index on vector deletion (#4178) 2026-03-28 20:56:39 +05:30
Utkarsh e87240d4d9 fix(vector_stores): handle vector=None in Milvus and Qdrant update methods (#4568) 
Co-authored-by: utkarsh240799 <utkarsh240799@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-27 21:50:54 +05:30
Utkarsh a2ffca3266 fix: prevent SQL injection in Databricks vector store (#4558) 
Co-authored-by: utkarsh240799 <utkarsh240799@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-26 20:22:34 +05:30
Kartik 5431badfd4 fix: preserve custom metadata when updating memory (#4495) 2026-03-24 10:58:21 +05:30
Utkarsh d8a6960b4a fix: align Databricks docs with config and fix query mode selection (#4477) 
Co-authored-by: utkarsh240799 <utkarsh240799@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-23 19:20:11 +05:30
Himanshu ecedbc11d9 fix(qdrant): do not remove local path on init (#4473) (#4475) 2026-03-23 14:58:06 +05:30
Br1an cc45561abd fix: accept default /tmp/chroma path in ChromaDbConfig validator (#4179) 2026-03-23 14:12:49 +05:30
Varun Chawla 7cebaba0a2 fix: upgrade MongoDB vector store from deprecated knnVector to GA vectorSearch (#3995) 
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-23 12:20:17 +05:30
Kartik eb780f4880 refactor: add vector validation to OpenSearchDB to ensure non‑null, non‑empty, and correct‑dimension vectors (#4472) 2026-03-21 20:36:26 +05:30
longway 7a09663156 fix(qdrant): implement enhanced metadata filtering operators (#4127) 
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-03-21 19:37:26 +05:30
Utkarsh bf9a5703b1 feat: integrate turbopuffer as vector database provider (#4428) 
Co-authored-by: utkarsh240799 <utkarsh240799@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-21 19:28:25 +05:30
dhilip_binny 401754ca65 fix: prevent embedding corruption in Valkey and Redis when vector is None (#4336) (#4362) 
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
 2026-03-20 15:07:17 +05:30
Kartik 73038900f5 fix: wrap vector and payload in lists for Langchain.update (#4446) 2026-03-20 14:42:17 +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
Saket Aryan 27e5db5831 (fix): mongodb distribution name, azure ai search, and workflow trigger (#3900) 2026-01-13 12:52:49 +05:30
Faizan Habib 9ef644b95e Add Apache Cassandra vector store support (#3578) 2025-10-17 23:48:49 +05:30
Parshva Daftari 394203d1b5 Mem0 1.0.0 (#3545) 2025-10-16 15:50:20 +05:30
Parshva Daftari 4559623501 [fix] milvus db bug and added tests (#3566) 2025-10-11 02:21:35 +05:30
Vishaal LS 9000576173 fix: handle non-serializable objects in config deepcopy (#3464) (#3544) 2025-10-09 19:35:08 +05:30
Josh Hayes 922471f43b fix: Databricks Vector Store (#3546) 2025-10-09 19:19:07 +05:30
Parshva Daftari 346d89d244 Added azure mysql for mem0 (#3531) 2025-10-02 21:41:03 +05:30
Abdullah Irfan 9df392b26a Fixed s3 vectors memory initialization issue from configuration (#3481) 2025-09-20 12:43:18 +05:30
Parshva Daftari ead210ffe4 Added weaviate db test (#3483) 2025-09-18 14:40:44 -07:00
Andy Kwok 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 e3f0277cb9 feat(vector-store): Add Valkey vector store support (#3272) 2025-09-10 04:01:53 +05:30
Josh Hayes 9477184582 databricks bug fixes (#3416) 2025-09-05 16:22:09 +05:30
Sheharyar Ahmad 3d0ece1bcf Refactor PGVector to Use Internal Connection Pools and Context Managers (#3373) 2025-08-29 19:06:39 +05:30
Enzo Biondo c72bfc3285 Add Amazon S3 Vectors Support (#3237) 2025-08-23 16:44:42 +05:30
David A. Torres 4487785cec feature: add Azure Identity for Azure OpenAI and Azure AI Search authentication (#3262) 2025-08-21 02:00:27 +05:30
AkisAya 346b913ace feat: add es headers config (#3088) 2025-08-19 01:15:23 +05:30
Josh Hayes 3a1eff425b feat(vector-store): Add Databricks Mosaic AI vector store support (#3325) 2025-08-18 22:20:33 +05:30
Parshva Daftari b60a208c2f Fixes n_embeddings use and error for memgraph (#3296) 2025-08-11 12:57:29 -05:00
Parshva Daftari 148bbf0a5c Add sslmode pgvector (#3265) 2025-08-06 10:28:02 -07:00
Parshva Daftari 42e60d6724 Added mulit id filters support for all vectorstores (#3269) 2025-08-04 14:52:57 -07:00
Parshva Daftari 57a16aeb4b Updated psycopg -> 3 (#3271) 2025-08-04 14:46:44 -07:00
Enam Biswas 907328aafe feat (pinecone): Add namespace support and improve type safety (#3216) 2025-08-01 11:53:34 -07:00
Varun Mohanta aae5989e78 Fix: Changed keyword from assisstant to secretary (#2937) 2025-07-08 10:57:25 +05:30
Deshraj Yadav 7484eed4b2 Fix CI issues related to missing dependency (#3096) 2025-07-03 18:52:50 -07:00
Kade Shockey b79bfb7c1e MongoDB Vector Store misaligned strings and classes (#3064) 2025-07-01 11:12:28 +05:30
Shili Cao d35065c887 Feature: baidu vector db integration (#2929) 2025-06-19 11:12:12 +05:30
Fabian Valle a0cd4065d9 +MongoDB Vector Support (#2367) 
Co-authored-by: Divya Gupta <divya.gupta@mongodb.com>
 2025-06-14 17:57:06 +05:30
Dev Khant d85fcda037 Formatting (#2750) 2025-05-22 01:17:29 +05:30
Dev Khant c3f3f82a3e Migrate to Hatch and version bump -> 0.1.101 (#2727) 2025-05-20 22:58:51 +05:30
Dev Khant ec1d7a45d3 Fix all lint errors (#2627) 2025-05-06 01:16:02 +05:30
Dev Khant 19d7beef43 Add support for Langchain VectorStores (#2518) 2025-04-11 13:37:18 +05:30
ytkimirti 91abc03880 Add Upstash Vector support (#2493) 2025-04-09 10:06:07 +05:30
Anusha Yella 1b1f02eb57 fix/failing-unit-tests (#2486) 2025-04-02 10:36:02 +05:30