> ## Documentation Index
> Fetch the complete documentation index at: https://docs.shaktistudio.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Inference & Monitoring

### Steps for Using the Deployed Model and Monitoring it's Performance

Once the model is successfully deployed, you can follow these steps to begin inference:

* Go to the **API** tab of your model
* Find the **Endpoint URL** and the pre-generated inference script
* Copy the script, replace placeholder values, and execute it to call the model

<img src="https://mintcdn.com/simplismart-2/Ev4A7Zpgq0Yv5s8a/images/inference-monitoring.png?fit=max&auto=format&n=Ev4A7Zpgq0Yv5s8a&q=85&s=a7b34b341e0e0430c0de8dbf16915180" alt="409dcd4f 2a72 42a8 9c79 18591977dd06 Pn" width="2538" height="1368" data-path="images/inference-monitoring.png" />

<Tip>
  **How to access your API Key?**

  Go to **Account Settings** and select **API Key**
</Tip>

<img src="https://mintcdn.com/simplismart-2/QbPeO9AWw50A_ecx/images/get-started/settings/api-keys/generate-api-key.png?fit=max&auto=format&n=QbPeO9AWw50A_ecx&q=85&s=19301aa309bdea6c44675903186b655b" alt="Latest Pn" width="2598" height="1436" data-path="images/get-started/settings/api-keys/generate-api-key.png" />

***

The Monitor tab provides an overview of your deployment's performance.

1. **Monitor Real-Time Status:**

* **Pod Info:** Status and count of active pods
* **Throughput & Latency:** Requests per second and processing time
* **Success & Failure Rates:** Percentage of successful and failed inferences

<img src="https://mintcdn.com/simplismart-2/M-JhZ2nDy3THo2rP/images/Screenshot2025-08-18at3.07.42PM.png?fit=max&auto=format&n=M-JhZ2nDy3THo2rP&q=85&s=949bbf713fd4865bc217b76ee3563129" alt="Screenshot 2025-08-18 at 3.07.42 PM.png" width="2734" height="1382" data-path="images/Screenshot2025-08-18at3.07.42PM.png" />

**2. Resource Monitoring**: Various system level metrics can be tracked along with system load information; such as CPU/ GPU usage & request metrics

<img src="https://mintcdn.com/simplismart-2/M-JhZ2nDy3THo2rP/images/Screenshot2025-08-18at3.08.16PM.png?fit=max&auto=format&n=M-JhZ2nDy3THo2rP&q=85&s=dca6d0af418427cd299bab4a45388222" alt="Screenshot 2025-08-18 at 3.08.16 PM.png" width="2744" height="1382" data-path="images/Screenshot2025-08-18at3.08.16PM.png" />
