b4f04ff3a7
enh/refac: pgvector pool support
2025-07-14 12:18:44 +04:00
d430fe9551
refac
2025-06-10 11:30:54 +04:00
7f488b3754
feat: experimental pgvector pgcrypto support
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2025-06-09 18:14:33 +04:00
da9966aca1
~ truncate vectors for pgvector if too big
2025-04-30 05:35:17 +00:00
1e291aff25
feat: Add abstract base class for vector database integration
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- 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
7531b7dcaa
Satisfy github format check
2025-03-25 19:09:17 +01:00
94d9d3d590
Fix: Normalze all database distances to score in [0, 1]
2025-03-25 16:46:14 +01:00
ddb30589e3
chore: format
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HIDE MODELS
2025-02-26 22:18:18 -08:00
0e5d5ecb81
refactor: replace print statements with logging for better error tracking
2025-02-25 15:53:55 +01:00
b3a52be401
fix: Pgvector vector column size check was failing on initialization of database
2025-01-07 09:15:13 -08:00
70b74b5217
feat: Allow setting the initial vector length on pgvector document_chunk table
2025-01-03 09:18:59 -08:00
867c4bc0d0
wip: retrieval
2024-12-11 18:05:42 -08:00
d3d161f723
wip
2024-12-10 00:54:13 -08:00
Timothy Jaeryang Baek
Alexander Grimm
Athanasios Oikonomou
Marko Henning
Yifang Deng
Jason Kidd