11 commits

Author	SHA1	Message	Date
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	94d9d3d590	Fix: Normalze all database distances to score in [0, 1]	2025-03-25 16:46:14 +01:00
orenzhang	c761e4fd08	feat(trace): opentelemetry instrument	2025-03-10 22:27:31 +08:00
Katharina	6cb0c0339a	fix: opensearch vector db query structures, result mapping, filters, bulk query actions, knn_vector usage	2025-03-06 23:49:54 +01:00
Timothy Jaeryang Baek	39ea59edc8	chore: format	2025-03-04 00:32:27 -08:00
David Tippett	f3c4c2b8e3	Changed to use colleciton name and fixed bulk indexing missing index.	2025-03-01 13:26:19 -05:00
Timothy Jaeryang Baek	60095598ec	chore: format	2025-02-09 22:20:47 -08:00
Vineeth B V	7c78facfd9	Update opensearch.py	2025-02-06 13:36:11 +05:30
Vineeth B V	fd6b039859	Added a query method for OpenSearch vector db. ... - This PR aims to address the error 400: "**'OpenSearchClient' object has no attribute 'query'**". - With the implemented query() method, this issue should be resolved and allow uploaded documents to be vectorized and retrieved based on the given query.	2025-02-06 12:04:14 +05:30
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

Renamed from backend/open_webui/apps/retrieval/vector/dbs/opensearch.py (Browse further)