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127 Commits

Author SHA1 Message Date
rohithshenoy
9d642f6354 Added support for connecting to self hosted weaviate deployments using connect_to_custom replacing connect_to_local, which is better suited for cases where HTTP and GRPC are hosted on different ingresses. (#20620) 
Co-authored-by: Tim Baek <tim@openwebui.com>
Co-authored-by: joaoback <156559121+joaoback@users.noreply.github.com>
Co-authored-by: rohithshenoyg@gmail.com <rohithshenoyg@gmail.com>
 2026-01-17 21:48:52 +04:00
Timothy Jaeryang Baek
5990c51ab5 chore: format 2026-01-09 22:27:53 +04:00
Timothy Jaeryang Baek
3c986adeda enh: kb metadata search 2026-01-09 22:21:00 +04:00
Timothy Jaeryang Baek
b1d0f00d8c refac/enh: db session sharing 2025-12-29 00:21:18 +04:00
Dechao Sun
25db8225f8 openWebUI supports openGauss vector store (#20179) 2025-12-26 18:32:05 +04:00
Classic298
823b9a6dd9 chore/perf: Remove old SRC level log env vars with no impact (#20045) 
* Update openai.py

* Update env.py

* Merge pull request open-webui#19030 from open-webui/dev (#119)

Co-authored-by: Tim Baek <tim@openwebui.com>
Co-authored-by: Claude <noreply@anthropic.com>

---------

Co-authored-by: Tim Baek <tim@openwebui.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2025-12-20 08:16:14 -05:00
Timothy Jaeryang Baek
9a65ed2260 chore: format 2025-12-02 16:06:57 -05:00
Classic298
b29fdc2a0c Update milvus_multitenancy.py (#19695) 2025-12-02 15:38:06 -05:00
Classic298
12f237ff80 fix: Update milvus.py (#19602) 
* Update milvus.py

* Update milvus.py

* Update milvus.py

* Update milvus.py

* Update milvus.py

---------

Co-authored-by: Tim Baek <tim@openwebui.com>
 2025-12-02 15:30:31 -05:00
Classic298
0a14196afb Update milvus_multitenancy.py (#19680) 2025-12-02 03:57:14 -05:00
Timothy Jaeryang Baek
48d1e67e79 chore: format 2025-11-23 20:15:52 -05:00
Diwakar
b8728064d8 feat: add support for Weaviate vector database (#14747) 2025-11-20 19:23:46 -05:00
Timothy Jaeryang Baek
a1d09eae95 chore: format 2025-11-19 03:23:33 -05:00
Seth Argyle
720af637e6 fix: Use get_index() instead of list_indexes() in has_collection() to… (#19238) 
* fix: Use get_index() instead of list_indexes() in has_collection() to handle pagination

Fixes #19233

  Replace list_indexes() pagination scan with direct get_index() lookup
  in has_collection() method. The previous implementation only checked
  the first ~1,000 indexes due to unhandled pagination, causing RAG
  queries to fail for indexes beyond the first page.

  Benefits:
  - Handles buckets with any number of indexes (no pagination needed)
  - ~8x faster (0.19s vs 1.53s in testing)
  - Proper exception handling for ResourceNotFoundException
  - Scales to millions of indexes

* Update s3vector.py

Unneeded exception handling removed to match original OWUI code
 2025-11-19 00:19:10 -05:00
lazariv
6cdb13d5cb feat: pgvector hnsw index type (#19158) 
* Adding hnsw index type for pgvector, allowing vector dimensions larger than 2000

* remove some variable assignments

* Make USE_HALFVEC variable configurable

* Simplify USE_HALFVEC handling

* Raise runtime error if the index requires rebuilt

---------

Co-authored-by: Moritz <moritz.mueller2@tu-dresden.de>
 2025-11-18 04:14:43 -05:00
Timothy Jaeryang Baek
fcc2bb5a05 refac: oracle23ai 2025-10-14 18:22:48 -05:00
Timothy Jaeryang Baek
e7fa86aa26 chore: format 2025-09-29 00:58:21 -05:00
Tim Jaeryang Baek
2d94b8e905 Merge pull request #17837 from Classic298/milvus-multitenancy 
feat: Impelement Milvus multitenancy // breaking: set milvus multitenancy as standard option (just like Qdrant already is)
 2025-09-29 00:29:35 -05:00
Timothy Jaeryang Baek
118549caf3 enh/fix: filter content metadata 2025-09-28 20:17:27 -05:00
Classic298
b1e63639cd ADD FAT WARNING - QDRANT 2025-09-28 21:17:07 +02:00
Classic298
0e99c43495 ADD FAT WARNING 2025-09-28 21:16:02 +02:00
Classic298
01d4a8ab7a Update factory.py 2025-09-28 11:06:29 +02:00
Classic298
8dc43f9e3a Create milvus_multitenancy.py 2025-09-28 11:05:15 +02:00
Tim Jaeryang Baek
f8a3ed2d18 Merge pull request #17770 from Classic298/feat-milvus-diskann-support 
feat: Add DISKANN index type support for Milvus
 2025-09-26 14:23:53 -05:00
google-labs-jules[bot]
123dbf152e feat: Add DISKANN index type support for Milvus 
This commit introduces support for the DISKANN index type in the Milvus vector database integration.

Changes include:
- Added `MILVUS_DISKANN_MAX_DEGREE` and `MILVUS_DISKANN_SEARCH_LIST_SIZE` configuration variables.
- Updated the Milvus client to recognize and configure the DISKANN index type during collection creation.
 2025-09-26 06:54:06 +00:00
google-labs-jules[bot]
e7ccaf6e78 Fix: milvus error because the limit set to None by default 
The pymilvus library expects -1 for unlimited queries, but the code was passing None, which caused a TypeError. This commit changes the default value of the limit parameter in the query method from None to -1. It also updates the call site in the get method to pass -1 instead of None and updates the type hint and a comment to reflect this change.
 2025-09-26 06:39:54 +00:00
Timothy Jaeryang Baek
c2b4976c82 enh: PGVECTOR_CREATE_EXTENSION env var 2025-08-31 23:58:18 +04:00
Timothy Jaeryang Baek
1a15a62b73 chore: format 2025-08-21 04:47:28 +04:00
Tim Jaeryang Baek
7452b87877 Merge pull request #16741 from 0xThresh/s3vector-support 
fix: batch S3 vectors in groups of 500 to comply with API limitations
 2025-08-20 13:25:42 +04:00
James W.
45d9a720b9 Merge branch 'open-webui:main' into s3vector-support 2025-08-19 22:06:16 -06:00
0xThresh.eth
7fcc545672 fix: batch S3 vectors in groups of 500 to comply with API limitations 2025-08-19 22:05:47 -06:00
Tim Jaeryang Baek
0b59aa940e Merge pull request #16606 from Rain6435/fix/azure-postgresql-pgvector-permissions 
fix: resolve Azure PostgreSQL pgvector extension permission issue
 2025-08-15 00:59:04 +04:00
Rain6435
a1e62ab422 fix: Formatting 2025-08-14 01:50:57 -04:00
Rain6435
1a42e96a3b fix: resolve Azure PostgreSQL pgvector extension permission issue 
Replace direct CREATE EXTENSION commands with conditional checks to avoid
  permission errors on Azure PostgreSQL Flexible Server where only
  azure_pg_admin members can create extensions.

  - Check pg_extension table before attempting to create vector extension
  - Apply same fix to pgcrypto extension for consistency
  - Allows following least privilege principle for database users

  Fixes #12453
 2025-08-14 01:45:02 -04:00
Timothy Jaeryang Baek
ad98d4300b refac/fix: milvus query logic 2025-08-14 03:18:38 +04:00
Timothy Jaeryang Baek
890691319f fix: s3vector import issue 2025-08-11 16:23:08 +04:00
Timothy Jaeryang Baek
21094ca88b fix: pinecone insert issue 2025-08-11 16:22:58 +04:00
Timothy Jaeryang Baek
77189664c2 chore: format 2025-08-09 23:57:35 +04:00
Tim Jaeryang Baek
53425ffadb Merge pull request #16419 from expruc/feat/qdrant_improvements 
feat: qdrant client improvements
 2025-08-09 23:52:12 +04:00
expruc
8af9ad3f30 updated query function with scroll too 2025-08-09 22:04:41 +03:00
expruc
88abd01b87 qdrant client improvements 2025-08-09 21:12:30 +03:00
Jan Kessler
3a9601c053 use .rollback() after read-only transaction on pgvector to avoid infinitely idle transactions (and errors in certain scenarios) 2025-08-09 20:09:45 +02:00
Tim Jaeryang Baek
17084f629c Merge pull request #16385 from gaby/2025-08-08-13-38-31 
feat: Propagate upstream OpenAI router errors
 2025-08-09 00:58:14 +04:00
Tim Jaeryang Baek
8714df17dd Merge pull request #16381 from psy42a/patch-1 
fix: failure to bind metadata variable on insert for PGVECTOR_PGCRYPTO feature returning syntax error
 2025-08-09 00:26:30 +04:00
Juan Calderon-Perez
7619f449c8 Format code base 2025-08-08 10:10:32 -04:00
Juan Calderon-Perez
d2f2d42e09 Format python code 2025-08-08 10:09:31 -04:00
Timothy Jaeryang Baek
8b489cb31f refac: s3 vector 2025-08-08 12:24:47 +04:00
Tim Jaeryang Baek
70eb83b701 Merge pull request #16185 from hiwylee/vector-search-branch 
feat: oracle 23ai Vector search for new supported vector db
 2025-08-06 14:36:14 +04:00
psy42a
f3b0f7d358 Fix syntax error where the previous use of :metadata::text in some sqlachamy/postgres versions doesn't bind at all 
Fix syntax error where the previous use of :metadata::text in some sqlachamy/postgres versions doesn't bind the variable at all
 2025-08-05 23:27:50 +10:00
Timothy Jaeryang Baek
7aeca7dee2 refac 2025-08-04 15:12:39 +04:00