feat: Updated Feast model Inference Architecture (feast-dev#4570)

* Feast model Inference Architecture * Update model-inference.md * Update model-inference.md
lokeshrangineni · Sep 27, 2024 · 8cd0dcf · 8cd0dcf
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diff --git a/docs/assets/feast_model_inference_architecture.png b/docs/assets/feast_model_inference_architecture.png
diff --git a/docs/getting-started/architecture/model-inference.md b/docs/getting-started/architecture/model-inference.md
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 # Feature Serving and Model Inference
 
+![](../../assets/feast_model_inference_architecture.png)
+
+
+{% hint style="info" %}
+**Note:** this ML Infrastructure diagram highlights an orchestration pattern that is driven by a client application. 
+This is not the only approach that can be taken and different patterns will result in different trade-offs.
+{% endhint %}
+
 Production machine learning systems can choose from four approaches to serving machine learning predictions (the output 
 of model inference):
 1. Online model inference with online features