A wrapper around pymilvus to simplify common operations.
Project description
Milvus Helper
A lightweight Python wrapper around Milvus to simplify common vector database operations with pymilvus.
Features
- Simplified collection management
- Easy vector insertion with optional metadata
- Basic search interface
- Built-in logging and error handling
Installation
pip install git+https://github.com/yx-fan/milvus-helper.git
Usage
from milvus_helper import MilvusClient
client = MilvusClient()
client.create_collection("test_collection", dim=384)
client.insert_vectors("test_collection", [[0.1]*384])
results = client.search("test_collection", [0.1]*384)
print(results)
Requirements
- Python 3.8+
- Milvus 2.x running locally or remotely
pymilvus>= 2.4.3
License
MIT License © 2025 Yuxin Fan
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