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Update Qdrant version to 1.4.1 and add links
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@@ -31,7 +31,7 @@ that will act as a gateway. If you want to do it locally, please make sure Qdran
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in a Docker container:
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```bash
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docker run -p "6333:6333" -p "6334:6334" qdrant/qdrant:v1.4.0
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docker run -p "6333:6333" -p "6334:6334" qdrant/qdrant:v1.4.1
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```
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Alternatively, you can also use a [Qdrant Cloud](https://cloud.qdrant.io/) cluster. With a Cloud cluster you will pass the API key to the
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@@ -54,7 +54,7 @@ efficient and is the recommended way of using Qdrant asynchronously.
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### gRPC API
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Every instance of `QdrantClient` has two properties we are going to use: `async_grpc_collections` and `async_grpc_points`. They expose
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the autogenerated clients for collections and points respectively.
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the autogenerated clients for [collections](/documentation/concepts/collections/) and [points](/documentation/concepts/points/) respectively.
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The gRPC client uses type definitions for all the interactions with the server. They are autogenerated from the source code of Qdrant
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server, and we have to import them if we want to call any of the available methods.
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