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31 Commits
Author SHA1 Message Date
Timothy Jaeryang Baek 6d0295588e refac: modernize type annotations (PEP 604 / PEP 585) 2026-05-12 17:10:15 +09:00
Timothy Jaeryang Baek 8dba798cce refac 2026-04-13 16:03:36 -05:00
Timothy Jaeryang Baek de3317e26b refac 2026-03-17 17:58:01 -05:00
Timothy Jaeryang Baek f376d4f378 chore: format 2026-02-11 16:24:11 -06:00
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
Classic298Tim BaekClaude
 		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 a1d09eae95 chore: format 2025-11-19 03:23:33 -05:00
lazarivandMoritz 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 118549caf3 enh/fix: filter content metadata 2025-09-28 20:17:27 -05:00
Timothy Jaeryang Baek c2b4976c82 enh: PGVECTOR_CREATE_EXTENSION env var 2025-08-31 23:58:18 +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 77189664c2 chore: format 2025-08-09 23:57:35 +04:00
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
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 6a17ba5b7a refac: metadata handling in vectordb 2025-07-31 17:45:06 +04:00
Timothy Jaeryang Baek b4f04ff3a7 enh/refac: pgvector pool support 2025-07-14 12:18:44 +04:00
Timothy Jaeryang Baek d430fe9551 refac 2025-06-10 11:30:54 +04:00
Timothy Jaeryang Baek 7f488b3754 feat: experimental pgvector pgcrypto support 2025-06-09 18:14:33 +04:00
Alexander Grimm da9966aca1 ~ truncate vectors for pgvector if too big 2025-04-30 05:35:17 +00:00
Athanasios Oikonomou 1e291aff25 feat: Add abstract base class for vector database integration 
- Created `VectorDBBase` as an abstract base class to standardize vector database operations.
- Added required methods for common vector database operations: `has_collection`, `delete_collection`, `insert`, `upsert`, `search`, `query`, `get`, `delete`, `reset`.
- The base class can now be extended by any vector database implementation (e.g., Qdrant, Pinecone) to ensure a consistent API across different database systems.
 2025-04-21 08:27:27 +03:00
Marko Henning 7531b7dcaa Satisfy github format check 2025-03-25 19:09:17 +01:00
Marko Henning 94d9d3d590 Fix: Normalze all database distances to score in [0, 1] 2025-03-25 16:46:14 +01:00
Timothy Jaeryang Baek ddb30589e3 chore: format 
HIDE MODELS
 2025-02-26 22:18:18 -08:00
Yifang Deng 0e5d5ecb81 refactor: replace print statements with logging for better error tracking 2025-02-25 15:53:55 +01:00
Jason Kidd b3a52be401 fix: Pgvector vector column size check was failing on initialization of database 2025-01-07 09:15:13 -08:00
Jason Kidd 70b74b5217 feat: Allow setting the initial vector length on pgvector document_chunk table 2025-01-03 09:18:59 -08:00
Timothy Jaeryang Baek 867c4bc0d0 wip: retrieval 2024-12-11 18:05:42 -08:00
Timothy Jaeryang Baek d3d161f723 wip 2024-12-10 00:54:13 -08:00