High-performance RAG vector compression (Coming soon)
Project description
VectorZip
🚀 High-performance RAG vector compression (Coming soon)
vectorzip is a library designed to dramatically reduce database size and search latency in RAG systems through post-hoc spectral vector compression (TSP-DCT and Discrete Legendre projections).
Installation
pip install vectorzip
Note: This is a placeholder reservation. The full release is coming soon!
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file vectorzip-0.0.1.tar.gz.
File metadata
- Download URL: vectorzip-0.0.1.tar.gz
- Upload date:
- Size: 1.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.12.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5e4d96314ad20c0cde703fd299721df889f26cfb80200c83fabf3074dd6eb72f
|
|
| MD5 |
06f5e6a59c9c2d575a032b15f78dab41
|
|
| BLAKE2b-256 |
526c7eb84b89ec20e2dbad0ab5b3b31a0ce504adcbf16fe24e55631795a8721a
|
File details
Details for the file vectorzip-0.0.1-py3-none-any.whl.
File metadata
- Download URL: vectorzip-0.0.1-py3-none-any.whl
- Upload date:
- Size: 1.6 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.12.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
24985211cc9ae947b7d9dbb86c375645b8a20a575de0efaa7722f61dc5c7e899
|
|
| MD5 |
0b48dc3a6df4ed6f66fba25e4f755ceb
|
|
| BLAKE2b-256 |
63cf5e529e0a64c76570db914269642a5b3e00ab2d15d421cc8396f09968852c
|
