ANN Insert Operator: Milvus

author: shiyu

Desription

Insert data into Milvus collections. Please make sure you have created Milvus Collection before loading the data.

Code Example

Example

Write the pipeline in simplified style:

import towhee

towhee.dc(your_embeddings) \
    .ann_insert.milvus(uri='tcp://<milvus-host>:<milvus-port>/<collection-name>')

Write a same pipeline with explicit inputs/outputs name specifications:

import towhee

towhee.dc['vec'](your_embeddings) \
    .ann_insert.milvus['vec', 'results'](uri='tcp://<milvus-host>:<milvus-port>/<collection-name>') \
    .show()

Load Collection

Please load the Collection after inserted data.

collection.load()

Factory Constructor

Create the operator via the following factory method:

ann_insert.milvus(collection)

Parameters:

uri: str

The uri for Milvus Collection, such as tcp://<milvus-host>:<milvus-port>/<collection-name>.

Interface

Parameters:

data: list

The embedding data to be inserted.

Returns: mr

Return milvus results with milvus.insert.