zetacore
| Crates.io | zetacore |
| lib.rs | zetacore |
| version | 0.1.0 |
| created_at | 2024-08-28 05:43:11.615191+00 |
| updated_at | 2024-08-28 05:43:11.615191+00 |
| description | A simple in-memory vector store library with Python bindings. |
| homepage | |
| repository | https://github.com/zenithvrx/zetacore |
| max_upload_size | |
| id | 1354213 |
| size | 23,153 |
(zenithvrx)
documentation
README
zetacore
zetacore is a Rust library with Python bindings for efficient vector storage and similarity search.
Features
- Store and manage vector records with associated metadata
- Perform cosine similarity search on stored vectors
- Efficient add, get, and delete operations
- Python bindings for easy integration with Python projects
Installation
Python
pip install zetacore
Usage
Python
import zetacore
store = zetacore.VectorStore([])
store.add([
{ "id": "vector_1", "values": [1.0, 2.0] },
{ "id": "vector_2", "values": [5.3, 3.9] },
])
result = store.query([1.5, 2.5], 1)
print(f"Nearest vector: {result[0]}")
Contributing
Contributions are welcome!
License
This project is licensed under the Apache License, Version 2.0 - see the LICENSE file for details.