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Copy file name to clipboardExpand all lines: content/operate/rc/langcache/create-service.md
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1. When you access the LangCache AI page for the first time, you will see a page with an introduction to LangCache. Select **Let's create a service** to create your first service.
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{{<imagefilename="images/rc/langcache-create-first-service.png"alt="The Let's create a service button." >}}
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{{<imagefilename="images/rc/langcache-create-first-service.png"alt="The Let's create a service button."width="200px">}}
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If you have already created a LangCache service, select **New service** to create another one.
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{{<imagefilename="images/rc/langcache-new-service.png"alt="The New service button." >}}
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{{<imagefilename="images/rc/langcache-new-service.png"alt="The New service button."width="150px">}}
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This takes you to the **Create LangCache service** page. The page is divided into the following sections:
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The **Attributes settings** section allows you to define attributes for your service. It is collapsed by default.
Copy file name to clipboardExpand all lines: content/operate/rc/langcache/monitor-cache.md
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You can monitor a LangCache service's performance from the **Metrics** tab of the service's page.
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{{<imagefilename="images/rc/langcache-monitor-tab.png"width="75%"alt="The metrics tab of the LangCache service's page." >}}
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{{<imagefilename="images/rc/langcache-metrics.png"alt="The metrics tab of the LangCache service's page." >}}
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The **Metrics** tab provides a series of graphs showing performance data for your LangCache service.
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The percentage of requests that were successfully served from the cache without needing to call the LLM API. A healthy cache will generally show an increasing hit ratio over time as it becomes more populated by cached responses.
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Here are some tips to optimize your cache hit ratio:
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To optimize your cache hit ratio:
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- Tune similarity thresholds to capture more semantically related queries.
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- Analyze recurring query patterns to fine-tune your embedding strategies.
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