vecmindb 0.1.0

High-performance vector database with auto-tuning capabilities

VecminDB Python Bindings

This is the Python binding for VecminDB, a high-performance vector database with auto-tuning capabilities.

Installation

pip install vecmindb

Quick Start

import vecmindb

# Connect to database
db = vecmindb.connect("./data")

# Create collection
db.create_collection("vectors", dimension=128)

# Insert vectors
db.insert("vectors", [
    {"id": "vec1", "vector": [0.1, 0.2, ...]},
    {"id": "vec2", "vector": [0.3, 0.4, ...]}
])

# Search
results = db.search("vectors", query=[0.1, 0.2, ...], k=10)
print(results)