[skip ci] Update links and fix dead links. (#4496)

* [skip ci] Update links and fix dead links.

Signed-off-by: ireneontheway5 <qingying.hu@zilliz.com>

* [skip ci] Delete spaces.

Signed-off-by: ireneontheway5 <qingying.hu@zilliz.com>

* [skip ci] Delete spaces.

Signed-off-by: ireneontheway5 <qingying.hu@zilliz.com>

SUPPORT.md

@@ -3,8 +3,8 @@
 We use GitHub for tracking bugs and feature requests. If you need any support for using Milvus, please refer to the following resources below.
 
 ## Documentation
--   [User Documentation](https://www.milvus.io/docs/guides/get_started/install_milvus/install_milvus.md)
--   [Troubleshooting Guide](https://www.milvus.io/docs/v0.6.0/guides/troubleshoot.md)
+-   [User Documentation](https://www.milvus.io/docs/install_milvus.md)
+-   [Troubleshooting Guide](https://www.milvus.io/docs/troubleshoot.md)
 -   [FAQ](https://www.milvus.io/docs/v0.6.0/faq/operational_faq.md)
 
 ## Real-time chat

core/src/server/web_impl/README.md

@@ -33,7 +33,7 @@
 
 ## Overview
 
-With the RESTful API, you can use Milvus by sending HTTP requests to the Milvus server web port. The RESTful API is available as long as you have a running Milvus server. You can set the web port in the Milvus configuration file. Refer to [Milvus Configuration](https://www.milvus.io/docs/reference/milvus_config.md) for more information.
+With the RESTful API, you can use Milvus by sending HTTP requests to the Milvus server web port. The RESTful API is available as long as you have a running Milvus server. You can set the web port in the Milvus configuration file. Refer to [Milvus Configuration](https://www.milvus.io/docs/milvus_config.md) for more information.
 
 ## API Reference
 
@@ -427,8 +427,8 @@ Updates the index type and nlist of a collection.
 
 | Parameter    | Description                                                                                                                                                                                              | Required? |
 | ------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------- |
-| `index_type` | The type of indexing method to query the collection. Please refer to [Milvus Indexes](https://www.milvus.io/docs/guides/index.md) for detailed introduction of supported indexes. The default is "FLAT". | No        |
-| `metric_type`| The type of metric to query the collection. Please refer to [Milvus Indexes](https://www.milvus.io/docs/guides/index.md) for detailed introduction of supported indexes.                                 | No        |
+| `index_type` | The type of indexing method to query the collection. Please refer to [Milvus Indexes](https://www.milvus.io/docs/index.md) for detailed introduction of supported indexes. The default is "FLAT". | No        |
+| `metric_type`| The type of metric to query the collection. Please refer to [Milvus Indexes](https://www.milvus.io/docs/index.md) for detailed introduction of supported indexes.                                 | No        |
 | `params`     | The extra params of indexing method to query the collection. Please refer to [Index and search parameters](#Index-and-search-parameters) for detailed introduction of supported indexes.                                              | No        |
 
 ##### Query Parameters
@@ -1336,7 +1336,7 @@ For each index type, the RESTful API has specific index parameters and search pa
 </tr>
 </table>
 
-For detailed information about the parameters above, refer to [Milvus Indexes](https://milvus.io/docs/guides/index.md)
+For detailed information about the parameters above, refer to [Milvus Indexes](https://milvus.io/docs/index.md)
 
 ## Error Codes
 

docs/test_report/ivfflat_test_report_cn.md

@@ -97,7 +97,7 @@ Milvus设置：
 - gpu_cache_capacity: 6
 - use_blas_threshold: 2100
 
-Milvus设置的详细定义可以参考 https://milvus.io/docs/en/reference/milvus_config/ 。
+Milvus设置的详细定义可以参考 https://milvus.io/cn/docs/milvus_config.md。
 
 测试方法
 

docs/test_report/ivfflat_test_report_en.md

@@ -97,7 +97,7 @@ Milvus configuration
 - gpu_cache_capacity: 6
 - use_blas_threshold: 2100
 
-The definitions of Milvus configuration are on https://milvus.io/docs/en/reference/milvus_config/.
+The definitions of Milvus configuration are on https://milvus.io/docs/milvus_config.md.
 
 Test method
 

docs/test_report/milvus_ivfsq8_test_report_detailed_version_cn.md

@@ -93,7 +93,7 @@ Milvus设置：
 - gpu_cache_capacity: 6
 - use_blas_threshold: 1100
 
-Milvus设置的详细定义可以参考 https://milvus.io/docs/en/reference/milvus_config/ 。
+Milvus设置的详细定义可以参考 https://milvus.io/docs/en/reference/milvus_config/。
 
 测试方法
 

docs/test_report/milvus_ivfsq8h_test_report_detailed_version.md

@@ -96,7 +96,7 @@ Milvus configuration
 - gpu_search_threshold: 1200
 - search_resources: cpu, gpu0, gpu1
 
-The definitions of Milvus configuration are on https://milvus.io/docs/en/reference/milvus_config/.
+The definitions of Milvus configuration are on https://milvus.io/docs/milvus_config.md.
 
 Test method
 

docs/test_report/milvus_ivfsq8h_test_report_detailed_version_cn.md

@@ -96,7 +96,7 @@ Milvus设置：
 - gpu_search_threshold: 1200
 - search_resources: cpu, gpu0, gpu1
 
-Milvus设置的详细定义可以参考 https://milvus.io/docs/en/reference/milvus_config/ 。
+Milvus设置的详细定义可以参考 https://milvus.io/docs/milvus_config.md。
 
 测试方法
 

sdk/README.md

@@ -20,7 +20,7 @@ You must build the C++ SDK before using it:
 
 ### Try C++ example
 
-You must have a running Milvus server to try the C++ example. Refer to [Milvus Documentation](https://milvus.io/docs/guides/get_started/install_milvus/install_milvus.md) to learn how to install and run a Milvus server.
+You must have a running Milvus server to try the C++ example. Refer to [Milvus Documentation](https://milvus.io/docs/install_milvus.md) to learn how to install and run a Milvus server.
 
 Run C++ example:
 

shards/README.md

@@ -26,13 +26,13 @@ Below graph is a demonstration of the process:
 
 Below examples codes demonstrate how to build from source code a Milvus server with Mishards on a standalone machine, as well as how to use Kubernetes to establish Milvus cluster with Mishards. 
 
-Before executing these examples, make sure you meet the prerequisites of [Milvus installation](https://milvus.io/docs/guides/get_started/install_milvus/install_milvus.md). 
+Before executing these examples, make sure you meet the prerequisites of [Milvus installation](https://milvus.io/docs/install_milvus.md). 
 
 ### Build from source code
 
-#### Prequisites
+#### Prerequisites
 
-Make sure Python 3.6 or higher is installed.
+Ensure that Python 3.6 or higher is installed.
 
 #### Start Milvus and Mishards from source code
 

shards/README_CN.md

@@ -20,7 +20,7 @@ Mishards 负责将上游请求拆分，并路由到内部各细分子服务，
 
 以下分别向您展示如何使用源代码在单机上启动 Mishards 和 Milvus 服务，以及如何使用 Kubernetes 启动 Milvus 集群和 Mishards。
 
-Milvus 启动的前提条件请参考 [Milvus 安装](https://milvus.io/cn/docs/guides/get_started/install_milvus/install_milvus.md)。
+Milvus 启动的前提条件请参考 [Milvus 安装](https://milvus.io/cn/docs/install_milvus.md)。
 
 ### 源代码启动示例