diff --git a/.github/workflows/docker/compose/embeddings-compose.yaml b/.github/workflows/docker/compose/embeddings-compose.yaml
index 417a005c6..0e3df0712 100644
--- a/.github/workflows/docker/compose/embeddings-compose.yaml
+++ b/.github/workflows/docker/compose/embeddings-compose.yaml
@@ -9,15 +9,15 @@ services:
     image: ${REGISTRY:-opea}/embedding-tei:${TAG:-latest}
   embedding-multimodal-clip:
     build:
-      dockerfile: comps/embeddings/multimodal_clip/Dockerfile
+      dockerfile: comps/embeddings/native/multimodal/clip/Dockerfile
     image: ${REGISTRY:-opea}/embedding-multimodal-clip:${TAG:-latest}
   embedding-multimodal-bridgetower:
     build:
-      dockerfile: comps/embeddings/multimodal/bridgetower/Dockerfile
+      dockerfile: comps/embeddings/native/multimodal/bridgetower/dependency/Dockerfile
     image: ${REGISTRY:-opea}/embedding-multimodal-bridgetower:${TAG:-latest}
   embedding-multimodal:
     build:
-      dockerfile: comps/embeddings/multimodal/multimodal_langchain/Dockerfile
+      dockerfile: comps/embeddings/native/multimodal/bridgetower/wrapper/Dockerfile
     image: ${REGISTRY:-opea}/embedding-multimodal:${TAG:-latest}
   embedding-langchain-mosec-endpoint:
     build:
@@ -33,7 +33,7 @@ services:
     image: ${REGISTRY:-opea}/embedding-tei-llama-index:${TAG:-latest}
   embedding-multimodal-bridgetower-gaudi:
     build:
-      dockerfile: comps/embeddings/multimodal/bridgetower/Dockerfile.intel_hpu
+      dockerfile: comps/embeddings/native/multimodal/bridgetower/dependency/Dockerfile.intel_hpu
     image: ${REGISTRY:-opea}/embedding-multimodal-bridgetower-gaudi:${TAG:-latest}
   embedding-predictionguard:
     build:
diff --git a/comps/embeddings/native/multimodal/bridgetower/README.md b/comps/embeddings/native/multimodal/bridgetower/README.md
index b71d753f7..d77b5d8e5 100644
--- a/comps/embeddings/native/multimodal/bridgetower/README.md
+++ b/comps/embeddings/native/multimodal/bridgetower/README.md
@@ -52,7 +52,7 @@ Currently, we employ [**BridgeTower**](https://huggingface.co/BridgeTower/bridge
 
 ```bash
 cd ../../../../../../
-docker build -t opea/embedding-multimodal-bridgetower-hpu:latest --build-arg EMBEDDER_PORT=$EMBEDDER_PORT --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/embeddings/native/multimodal/bridgetower/dependency/Dockerfile.intel_hpu .
+docker build -t opea/embedding-multimodal-bridgetower-gaudi:latest --build-arg EMBEDDER_PORT=$EMBEDDER_PORT --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/embeddings/native/multimodal/bridgetower/dependency/Dockerfile.intel_hpu .
 cd comps/embeddings/native/multimodal/bridgetower/dependency/
 docker compose -f docker_compose_bridgetower_embedding_intel_hpu.yaml up -d
 ```
@@ -116,7 +116,7 @@ Currently, we employ [**BridgeTower**](https://huggingface.co/BridgeTower/bridge
 
 ```bash
 cd ../../../../../../
-docker build -t opea/embedding-multimodal-bridgetower-hpu:latest --build-arg EMBEDDER_PORT=$EMBEDDER_PORT --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/embeddings/native/multimodal/bridgetower/dependency/Dockerfile.intel_hpu .
+docker build -t opea/embedding-multimodal-bridgetower-gaudi:latest --build-arg EMBEDDER_PORT=$EMBEDDER_PORT --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/embeddings/native/multimodal/bridgetower/dependency/Dockerfile.intel_hpu .
 cd comps/embeddings/native/multimodal/bridgetower/dependency/
 docker compose -f docker_compose_bridgetower_embedding_intel_hpu.yaml up -d
 ```
diff --git a/comps/embeddings/native/multimodal/bridgetower/dependency/docker_compose_bridgetower_embedding_intel_hpu.yaml b/comps/embeddings/native/multimodal/bridgetower/dependency/docker_compose_bridgetower_embedding_intel_hpu.yaml
index b21b4b64b..80be71fd5 100644
--- a/comps/embeddings/native/multimodal/bridgetower/dependency/docker_compose_bridgetower_embedding_intel_hpu.yaml
+++ b/comps/embeddings/native/multimodal/bridgetower/dependency/docker_compose_bridgetower_embedding_intel_hpu.yaml
@@ -3,7 +3,7 @@
 
 services:
   embedding-multimodal-bridgetower:
-    image: opea/embedding-multimodal-bridgetower-hpu:latest
+    image: opea/embedding-multimodal-bridgetower-gaudi:latest
     container_name: embedding-multimodal-bridgetower
     ports:
       - ${EMBEDDER_PORT}:${EMBEDDER_PORT}
diff --git a/tests/embeddings/test_embeddings_multimodal_bridgetower_on_intel_hpu.sh b/tests/embeddings/test_embeddings_multimodal_bridgetower_on_intel_hpu.sh
index 41cde7316..b21143a33 100644
--- a/tests/embeddings/test_embeddings_multimodal_bridgetower_on_intel_hpu.sh
+++ b/tests/embeddings/test_embeddings_multimodal_bridgetower_on_intel_hpu.sh
@@ -16,13 +16,13 @@ unset http_proxy
 function build_mmei_docker_images() {
     cd $WORKPATH
     echo $(pwd)
-    docker build --no-cache -t opea/embedding-multimodal-bridgetower-hpu:latest --build-arg EMBEDDER_PORT=$EMBEDDER_PORT --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/embeddings/native/multimodal/bridgetower/dependency/Dockerfile.intel_hpu .
+    docker build --no-cache -t opea/embedding-multimodal-bridgetower-gaudi:latest --build-arg EMBEDDER_PORT=$EMBEDDER_PORT --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy -f comps/embeddings/native/multimodal/bridgetower/dependency/Dockerfile.intel_hpu .
 
     if [ $? -ne 0 ]; then
-        echo "opea/embedding-multimodal-bridgetower-hpu built fail"
+        echo "opea/embedding-multimodal-bridgetower-gaudi built fail"
         exit 1
     else
-        echo "opea/embedding-multimodal-bridgetower-hpu built successful"
+        echo "opea/embedding-multimodal-bridgetower-gaudi built successful"
     fi
 }