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Beats versions newer than 7.12.x are not supported by OpenSearch. If you must update the Beats agent(s) in your environment to a newer version, you can work around the incompatibility by directing traffic from Beats to Logstash and using the Logstash Output plugin to ingest the data to OpenSearch.
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{: .warning }
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For recommendations about log and metrics collection tools, see the [Frequently Asked Questions](https://opensearch.org/faq/#q1.20).
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## OpenSearch CLI
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The OpenSearch CLI command line interface (opensearch-cli) lets you manage your OpenSearch cluster from the command line and automate tasks. For more information about OpenSearch CLI, see [OpenSearch CLI]({{site.url}}{{site.baseurl}}/tools/cli/).
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OpenSearch migration tools facilitate migrations to OpenSearch and upgrades to newer versions of OpenSearch. These can help you can set up a proof-of-concept environment locally using Docker containers or deploy to AWS using a one-click deployment script. This empowers you to fine-tune cluster configurations and manage workloads more effectively before migration.
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For more information about OpenSearch migration tools, see the documentation in the [OpenSearch Migration GitHub repository](https://github.com/opensearch-project/opensearch-migrations/tree/capture-and-replay-v0.1.0).
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For more information about OpenSearch migration tools, see the documentation in the [OpenSearch Migration GitHub repository](https://github.com/opensearch-project/opensearch-migrations/tree/capture-and-replay-v0.1.0).
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