diff --git a/README.md b/README.md
index 673e70d..2da4242 100644
--- a/README.md
+++ b/README.md
@@ -17,15 +17,6 @@ and connected Milvus before loading the data.**
 
 ## Code Example
 
-### Get the Collection first
-
-```python
-from pymilvus import Collection, connections
-
-connections.connect(host='localhost', port='19530')
-collection = Collection('your_collection_name')
-```
-
 ### Example
 
 *Write the pipeline in simplified style:*
@@ -34,7 +25,7 @@ collection = Collection('your_collection_name')
 import towhee
 
 towhee.dc(your_embeddings) \
-    .ann_insert.milvus(collection=collection)
+    .ann_insert.milvus(uri='tcp://localhost:19530/my_collection')
 ```
 
 *Write a same pipeline with explicit inputs/outputs name specifications:*
@@ -43,7 +34,7 @@ towhee.dc(your_embeddings) \
 import towhee
 
 towhee.dc['vec'](your_embeddings) \
-    .ann_insert.milvus['vec', 'results'](collection=collection) \
+    .ann_insert.milvus['vec', 'results'](uri='tcp://localhost:19530/my_collection') \
     .show()
 ```
 
@@ -74,9 +65,9 @@ Create the operator via the following factory method:
 
 **Parameters:**
 
-***collection:*** *str* or *pymilvus.Collection*
+***uri:*** *str*
 
-The collection name or pymilvus.Collection in Milvus.
+The uri for Milvus Collection, such as `tcp://<milvus-host>:<milvus-port>/<collection-name>`.
 
 
 <br />
diff --git a/milvus.py b/milvus.py
index 7c60bd2..890e530 100644
--- a/milvus.py
+++ b/milvus.py
@@ -1,6 +1,7 @@
 import numpy as np
 from towhee import register
-from pymilvus import Collection
+from urllib.parse import urlsplit
+from pymilvus import connections, Collection
 
 
 @register(output_schema=['mr'])
@@ -9,15 +10,22 @@ class Milvus:
     Milvus ANN index class.
     """
 
-    def __init__(self, collection):
+    def __init__(self, uri: str = None, host: str = 'localhost', port: int = 19530, collection: str = None):
         """
         Get an existing collection.
         """
+        self._uri = uri
+        if uri:
+            host, port, collection = self._parse_uri()
+        self._host = host
+        self._port = port
+        
         if isinstance(collection, str):
+            self.connect()
             collection = Collection(collection)
         self._collection = collection
 
-    def __call__(self, data):
+    def __call__(self, *data):
         """
         Insert data to Milvus.
 
@@ -30,9 +38,26 @@ class Milvus:
 
         """
         vectors = []
-        if isinstance(data, np.ndarray):
-            data = [data]
         for v in data:
             vectors.append(v if isinstance(v, list) else [v])
         mr = self._collection.insert(vectors)
         return mr
+    
+    def _parse_uri(self):
+        try:
+            results = urlsplit(self._uri)
+            host, port = results.netloc.split(':')
+            collection = results.path.strip('/')
+            return host, port, collection
+        except ValueError as e:
+            raise ValueError('The input uri is not match: \'tcp://<milvus-host>:<milvus-port>/<collection-name>\', '
+                             'such as \'tcp://localhost:19530/my_collection\'') from e
+            
+    
+    def connect(self):
+        if not connections.has_connection('default'):
+            connections.connect(host=self._host, port=self._port)
+            
+
+    def disconnect(self):
+        connections.disconnect('default')