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ann-insert
ANN Insert Operator: MilvusClient
Desription
Insert data into Milvus collections. Please make sure you have created Milvus Collection before loading the data.
Code Example
Example
import towhee
from towhee import ops
p = (
towhee.pipe.input('collection_name', 'vec')
.map(('collection_name', 'vec'), (), ops.ann_insert.osschat_milvus(host='127.0.0.1', port='19530'))
.output()
)
p(vec)
Load Collection
Please load the Collection after inserted data.
collection.load()
Factory Constructor
Create the operator via the following factory method:
ann_insert.milvus_client(host, port, user= None, password=None, collection_schema=None, index_params=None)
Parameters:
You must provide at least one valid value for uri or host/port. The order of use: uri > host/port, token > user/password.
uri: str
The uri for Milvus, defaults to "http://localhost:19530"
host: str
The host for Milvus.
port: str
The port for Milvus.
token: str
The token for Milvus.
user: str
The user for Zilliz Cloud, defaults to None.
password: str
The password for Zilliz Cloud, defaults to None.
Interface
Insert Milvus data.
Parameters:
collection_name: str
The collection name for Milvus.
data: list
The data to insert into milvus.
Returns: MutationResult
A MutationResult object contains insert_count
represents how many and a primary_keys
of primary keys.
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