TextMilvus

TextMilvus is a Python package designed to facilitate text similarity search using Milvus vector database. It allows users to retrieve similar texts from a collection stored in Milvus by providing an input text query.

Features

• Retrieve similar texts from a Milvus vector database based on input text query.
• Utilizes Hugging Face embeddings for text representation.
• Flexible configuration options for Milvus connection.

Installation

You can install TextMilvus using pip:

pip install textmilvus

from textmilvus import TextMilvus

client = TextMilvus("milvus_ip_address")
print(client.get('cluster_name', 'What is Financial health according to balance sheet of Tata consumer Company'))