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docs: refine milvus server description (#30071)

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Document refinement: optimize milvus server description. The description
of "milvus standalone", and "milvus server" is confusing, so I clarify
it with a detailed description.

Signed-off-by: ChengZi <chen.zhang@zilliz.com>
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Cheney Zhang 2025-03-04 22:39:54 +08:00 committed by GitHub
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docs/docs/integrations/vectorstores/milvus.ipynb
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@ -115,13 +115,13 @@
"id": "df34e8f4", "id": "df34e8f4",
"metadata": {}, "metadata": {},
"source": [ "source": [
"### Milvus Standalone\n", "### Milvus Server\n",
"\n", "\n",
"If you have a large amount of data (e.g., more than a million vectors), we recommend setting up a more performant Milvus server on [Docker](https://milvus.io/docs/install_standalone-docker.md#Start-Milvus) or [Kubernetes](https://milvus.io/docs/install_cluster-milvusoperator.md).\n", "If you have a large amount of data (e.g., more than a million vectors), we recommend setting up a more performant Milvus server on [Docker](https://milvus.io/docs/install_standalone-docker.md#Start-Milvus) or [Kubernetes](https://milvus.io/docs/install_cluster-milvusoperator.md).\n",
"\n", "\n",
"Milvus Standalone also supports different [indexes](https://milvus.io/docs/index.md?tab=floating), if you want to improve retrieval functionality.\n", "The Milvus server offers support for a variety of [indexes](https://milvus.io/docs/index.md?tab=floating). Leveraging these different indexes can significantly enhance the retrieval capabilities and expedite the retrieval process, tailored to your specific requirements.\n",
"\n", "\n",
"To launch the Docker container, run:" "As an illustration, consider the case of Milvus Standalone. To initiate the Docker container, you can run the following command:"
] ]
}, },
{ {