Refactor lvm related examples (#1333)

MultimodalQnA/docker_compose/amd/gpu/rocm/README.md

@@ -39,7 +39,7 @@ docker build --no-cache -t opea/embedding:latest --build-arg https_proxy=$https_
 Build lvm-llava image
 
 ```bash
-docker build --no-cache -t opea/lvm-llava:latest --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/lvms/llava/dependency/Dockerfile .
+docker build --no-cache -t opea/lvm-llava:latest --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/lvms/src/integrations/dependency/llava/Dockerfile .
 ```
 
 ### 3. Build retriever-multimodal-redis Image
@@ -85,7 +85,7 @@ Then run the command `docker images`, you will have the following 8 Docker Image
 
 1. `opea/dataprep-multimodal-redis:latest`
 2. `ghcr.io/huggingface/text-generation-inference:2.4.1-rocm`
-3. `opea/lvm-tgi:latest`
+3. `opea/lvm:latest`
 4. `opea/retriever-multimodal-redis:latest`
 5. `opea/embedding:latest`
 6. `opea/embedding-multimodal-bridgetower:latest`
@@ -193,7 +193,7 @@ curl http://${host_ip}:${LLAVA_SERVER_PORT}/generate \
      -d '{"prompt":"Describe the image please.", "img_b64_str": "iVBORw0KGgoAAAANSUhEUgAAAAoAAAAKCAYAAACNMs+9AAAAFUlEQVR42mP8/5+hnoEIwDiqkL4KAcT9GO0U4BxoAAAAAElFTkSuQmCC"}'
 ```
 
-5. lvm-llava-svc
+5. lvm
 
 ```bash
 curl http://${host_ip}:9399/v1/lvm \

MultimodalQnA/docker_compose/amd/gpu/rocm/compose.yaml

@@ -24,7 +24,7 @@ services:
     container_name: dataprep-multimodal-redis
     depends_on:
       - redis-vector-db
-      - lvm-tgi
+      - lvm
     ports:
       - "6007:6007"
     environment:
@@ -116,9 +116,9 @@ services:
     ipc: host
     command: --model-id ${LVM_MODEL_ID} --max-input-tokens 3048 --max-total-tokens 4096
     restart: unless-stopped
-  lvm-tgi:
-    image: ${REGISTRY:-opea}/lvm-tgi:${TAG:-latest}
-    container_name: lvm-tgi
+  lvm:
+    image: ${REGISTRY:-opea}/lvm:${TAG:-latest}
+    container_name: lvm
     depends_on:
       - tgi-rocm
     ports:
@@ -128,6 +128,7 @@ services:
       no_proxy: ${no_proxy}
       http_proxy: ${http_proxy}
       https_proxy: ${https_proxy}
+      LVM_COMPONENT_NAME: "OPEA_TGI_LLAVA_LVM"
       LVM_ENDPOINT: ${LVM_ENDPOINT}
       HF_HUB_DISABLE_PROGRESS_BARS: 1
       HF_HUB_ENABLE_HF_TRANSFER: 0
@@ -140,7 +141,7 @@ services:
       - dataprep-multimodal-redis
       - embedding
       - retriever-redis
-      - lvm-tgi
+      - lvm
     ports:
       - "8888:8888"
     environment: