@@ -71,7 +71,7 @@ QdrantClient client =
7171
7272which creates a client that will connect to Qdrant on < https://localhost:6334 > .
7373
74- Internally, the high level client uses a low level gRPC client to interact with
74+ Internally, the high- level client uses a low- level gRPC client to interact with
7575Qdrant. Additional constructor overloads provide more control over how the gRPC
7676client is configured. The following example configures a client to use TLS,
7777validating the certificate using the root CA to verify the server's identity
@@ -95,7 +95,7 @@ The client implements [`AutoCloseable`](https://docs.oracle.com/javase/8/docs/ap
9595though a client will typically be created once and used for the lifetime of the
9696application. When a client is constructed by passing a ` ManagedChannel ` , the
9797client does not shut down the channel on close by default. The client can be
98- configured to shut down the channel on close with
98+ configured to shut down the channel on closing with
9999
100100``` java
101101ManagedChannel channel = Grpc . newChannelBuilder(
@@ -116,7 +116,7 @@ All client methods return `ListenableFuture<T>`.
116116Once a client has been created, create a new collection
117117
118118``` java
119- client. createCollectionAsync(" my_collection " ,
119+ client. createCollectionAsync(" {collection_name} " ,
120120 VectorParams . newBuilder()
121121 .setDistance(Distance . Cosine )
122122 .setSize(4 )
@@ -152,17 +152,17 @@ List<PointStruct> points =
152152 " extra_field" , value(true )))
153153 .build());
154154
155- UpdateResult updateResult = client. upsertAsync(" my_collection " , points). get();
155+ UpdateResult updateResult = client. upsertAsync(" {collection_name} " , points). get();
156156```
157157
158158Search for similar vectors
159159
160160``` java
161- List<ScoredPoint > anush =
161+ List<ScoredPoint > points =
162162 client
163163 .searchAsync(
164164 SearchPoints . newBuilder()
165- .setCollectionName(" my_collection " )
165+ .setCollectionName(" {collection_name} " )
166166 .addAllVector(List . of(0.6235f , 0.123f , 0.532f , 0.123f ))
167167 .setLimit(5 )
168168 .build())
@@ -176,7 +176,7 @@ Search for similar vectors with filtering condition
176176import static io.qdrant.client.ConditionFactory.range ;
177177
178178List<ScoredPoint > points = client. searchAsync(SearchPoints . newBuilder()
179- .setCollectionName(" my_collection " )
179+ .setCollectionName(" {collection_name} " )
180180 .addAllVector(List . of(0.6235f , 0.123f , 0.532f , 0.123f ))
181181 .setFilter(Filter . newBuilder()
182182 .addMust(range(" rand_number" , Range . newBuilder(). setGte(3 ). build()))
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