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Update README.md

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@@ -40,6 +40,7 @@ docker compose up --build
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  ### ☸️ Kubernetes (Production)
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  ```bash
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  kubectl apply -f k8s.yaml
 
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  kubectl apply -f hpa.yaml
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  ```
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@@ -94,3 +95,13 @@ A lightweight schema-validation step remains in the gateway.
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  📌 See [SECURITY.md](./SECURITY.md) for detailed security, compliance, and audit logging implementation.
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  ### ☸️ Kubernetes (Production)
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  ```bash
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  kubectl apply -f k8s.yaml
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+ kubectl apply -f preprocessor.yaml
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  kubectl apply -f hpa.yaml
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  ```
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  📌 See [SECURITY.md](./SECURITY.md) for detailed security, compliance, and audit logging implementation.
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+ 📄 See preprocessor.yaml for deployment details of the NLP/CV preprocessing microservice.
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+ 📄 See hpa.yaml for Triton autoscaling configuration.
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+
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+ 📂 File Reference
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+ - k8s.yaml → Triton deployment
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+ - preprocessor.yaml → NLP/CV preprocessing service
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+ - hpa.yaml → Horizontal Pod Autoscaler for Triton
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+
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+