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feat: add multimodal k8s deployment manifest (#1836)  
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# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
apiVersion: nvidia.com/v1alpha1
kind: DynamoGraphDeployment
metadata:
  name: agg-video
spec:
  envs:
  services:
    Frontend:
      dynamoNamespace: agg-video
      componentType: main
      replicas: 1
      resources:
        requests:
          cpu: "1"
          memory: "2Gi"
        limits:
          cpu: "1"
          memory: "2Gi"
      extraPodSpec:
        mainContainer:
          image: nvcr.io/nvidia/ai-dynamo/vllm-runtime:0.3.1
          workingDir: /workspace/examples/multimodal
          args:
            - dynamo
            - serve
            - graphs.agg_video:Frontend
            - --system-app-port
            - "5000"
            - --enable-system-app
            - --use-default-health-checks
            - --service-name
            - Frontend
            - -f
            - ./configs/agg_video.yaml
    Processor:
      dynamoNamespace: agg-video
      componentType: worker
      replicas: 1
      resources:
        requests:
          cpu: "1"
          memory: "2Gi"
        limits:
          cpu: "1"
          memory: "2Gi"
      extraPodSpec:
        mainContainer:
          image: nvcr.io/nvidia/ai-dynamo/vllm-runtime:0.3.1
          workingDir: /workspace/examples/multimodal
          args:
            - dynamo
            - serve
            - graphs.agg_video:Processor
            - --system-app-port
            - "5000"
            - --enable-system-app
            - --use-default-health-checks
            - --service-name
            - Processor
            - -f
            - ./configs/agg_video.yaml
    VllmDecodeWorker:
      envFromSecret: hf-token-secret
      dynamoNamespace: agg-video
      replicas: 1
      resources:
        requests:
          cpu: "10"
          memory: "20Gi"
          gpu: "1"
        limits:
          cpu: "10"
          memory: "20Gi"
          gpu: "1"
      extraPodSpec:
        mainContainer:
          image: nvcr.io/nvidia/ai-dynamo/vllm-runtime:0.3.1
          workingDir: /workspace/examples/multimodal
          args:
            - dynamo
            - serve
            - graphs.agg_video:VllmDecodeWorker
            - --system-app-port
            - "5000"
            - --enable-system-app
            - --use-default-health-checks
            - --service-name
            - VllmDecodeWorker
            - -f
            - ./configs/agg_video.yaml
    VllmEncodeWorker:
      envFromSecret: hf-token-secret
      dynamoNamespace: agg-video
      replicas: 1
      resources:
        requests:
          cpu: "10"
          memory: "20Gi"
          gpu: "1"
        limits:
          cpu: "10"
          memory: "20Gi"
          gpu: "1"
      extraPodSpec:
        mainContainer:
          image: nvcr.io/nvidia/ai-dynamo/vllm-runtime:0.3.1
          workingDir: /workspace/examples/multimodal
          args:
            - dynamo
            - serve
            - graphs.agg_video:VllmEncodeWorker
            - --system-app-port
            - "5000"
            - --enable-system-app
            - --use-default-health-checks
            - --service-name
            - VllmEncodeWorker
            - -f
            - ./configs/agg_video.yaml