9 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
Juan Calderon-Perez	6188c0c5b7	Add suport for Qdrant GRPC	2025-04-17 01:13:49 -04:00
Juan Calderon-Perez	b4d0d840d1	Fix formatting of qdrant.py	2025-04-15 08:56:51 -04:00
Athanasios Oikonomou	575c12f80c	feat: add QDRANT_ON_DISK configuration option for Qdrant integration ... This commit will allow configuring the on_disk client parameter, to reduce the memory usage. https://qdrant.tech/documentation/concepts/storage/?q=mmap#configuring-memmap-storage Default is false, keeping vectors in memory.	2025-04-15 01:40:57 +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
Yifang Deng	0e5d5ecb81	refactor: replace print statements with logging for better error tracking	2025-02-25 15:53:55 +01:00
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