update torch cpu installation (opea-project#681)

Signed-off-by: chensuyue <[email protected]>
Signed-off-by: Tiep Le <[email protected]>

.github/workflows/docker/compose/dataprep-compose-cd.yaml

@@ -19,11 +19,11 @@ services:
     build:
       dockerfile: comps/dataprep/pinecone/langchain/Dockerfile
     image: ${REGISTRY:-opea}/dataprep-pinecone:${TAG:-latest}
-  dataprep-redis: #need to rename
+  dataprep-multimodal-redis:
     build:
       dockerfile: comps/dataprep/multimodal/redis/langchain/Dockerfile
-    image: ${REGISTRY:-opea}/dataprep-redis:${TAG:-latest}
-  dataprep-vdmsxx: #need to rename
+    image: ${REGISTRY:-opea}/dataprep-multimodal-redis:${TAG:-latest}
+  dataprep-vdms:
     build:
       dockerfile: comps/dataprep/vdms/langchain/Dockerfile
     image: ${REGISTRY:-opea}/dataprep-vdms:${TAG:-latest}

.github/workflows/docker/compose/dataprep-compose.yaml

@@ -17,7 +17,7 @@ services:
     build:
       dockerfile: comps/dataprep/redis/langchain_ray/Dockerfile
     image: ${REGISTRY:-opea}/dataprep-on-ray-redis:${TAG:-latest}
-  dataprep-vdms:
+  dataprep-multimodal-vdms:
     build:
       dockerfile: comps/dataprep/vdms/multimodal_langchain/Dockerfile
-    image: ${REGISTRY:-opea}/dataprep-vdms:${TAG:-latest}
+    image: ${REGISTRY:-opea}/dataprep-multimodal-vdms:${TAG:-latest}

.github/workflows/docker/compose/embeddings-compose-cd.yaml

@@ -22,7 +22,7 @@ services:
     build:
       dockerfile: comps/embeddings/multimodal/bridgetower/Dockerfile.intel_hpu
     image: ${REGISTRY:-opea}/bridgetower-embedder-gaudi:${TAG:-latest}
-  embedding-multimodalxx: #need to rename
+  embedding-multimodal:
     build:
       dockerfile: comps/embeddings/multimodal/multimodal_langchain/Dockerfile
     image: ${REGISTRY:-opea}/embedding-multimodal:${TAG:-latest}

.github/workflows/docker/compose/embeddings-compose.yaml

@@ -8,7 +8,7 @@ services:
     build:
       dockerfile: comps/embeddings/tei/langchain/Dockerfile
     image: ${REGISTRY:-opea}/embedding-tei:${TAG:-latest}
-  embedding-multimodal:
+  embedding-multimodal-clip:
     build:
       dockerfile: comps/embeddings/multimodal_clip/Dockerfile
-    image: ${REGISTRY:-opea}/embedding-multimodal:${TAG:-latest}
+    image: ${REGISTRY:-opea}/embedding-multimodal-clip:${TAG:-latest}

.github/workflows/docker/compose/llms-compose-cd.yaml

@@ -11,10 +11,10 @@ services:
       context: vllm-openvino
       dockerfile: Dockerfile.openvino
     image: ${REGISTRY:-opea}/vllm-openvino:${TAG:-latest}
-  llm-nativexx: #need to rename
+  llm-eval:
     build:
       dockerfile: comps/llms/utils/lm-eval/Dockerfile
-    image: ${REGISTRY:-opea}/llm-native:${TAG:-latest}
+    image: ${REGISTRY:-opea}/llm-eval:${TAG:-latest}
   llm-vllm-llamaindex:
     build:
       dockerfile: comps/llms/text-generation/vllm/llama_index/Dockerfile

comps/llms/summarization/tgi/langchain/Dockerfile

@@ -3,6 +3,8 @@
 
 FROM python:3.11-slim
 
+ARG ARCH="cpu"
+
 RUN apt-get update -y && apt-get install -y --no-install-recommends --fix-missing \
     libgl1-mesa-glx \
     libjemalloc-dev
@@ -16,6 +18,7 @@ USER user
 COPY comps /home/user/comps
 
 RUN pip install --no-cache-dir --upgrade pip && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/llms/summarization/tgi/langchain/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/reranks/mosec/langchain/dependency/Dockerfile

@@ -15,7 +15,7 @@ RUN apt update && apt install -y python3 python3-pip
 
 RUN pip3 install torch==2.2.2 torchvision --trusted-host download.pytorch.org --index-url https://download.pytorch.org/whl/cpu 
 RUN pip3 install intel-extension-for-pytorch==2.2.0
-RUN pip3 install transformers sentence-transformers
+RUN pip3 install transformers sentence-transformers==3.0.1
 RUN pip3 install llmspec mosec
 
 RUN cd /home/user/ && export HF_ENDPOINT=https://hf-mirror.com && huggingface-cli download --resume-download BAAI/bge-reranker-base --local-dir /home/user/bge-reranker-large

comps/retrievers/pgvector/langchain/Dockerfile

@@ -3,6 +3,8 @@
 
 FROM python:3.11-slim
 
+ARG ARCH="cpu"
+
 RUN apt-get update -y && apt-get install -y --no-install-recommends --fix-missing \
     libgl1-mesa-glx \
     libjemalloc-dev
@@ -16,6 +18,7 @@ COPY comps /home/user/comps
 USER user
 
 RUN pip install --no-cache-dir --upgrade pip && \
+    if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
     pip install --no-cache-dir -r /home/user/comps/retrievers/pgvector/langchain/requirements.txt
 
 ENV PYTHONPATH=$PYTHONPATH:/home/user

comps/vectorstores/pathway/Dockerfile

@@ -5,6 +5,7 @@ FROM pathwaycom/pathway:0.13.2-slim
 
 ENV DOCKER_BUILDKIT=1
 ENV PYTHONUNBUFFERED=1
+ARG ARCH="cpu"
 
 RUN apt-get update && apt-get install -y \
     poppler-utils \
@@ -16,7 +17,8 @@ WORKDIR /app
 
 COPY requirements.txt /app/
 
-RUN pip install --no-cache-dir -r requirements.txt
+RUN if [ ${ARCH} = "cpu" ]; then pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu; fi && \
+    pip install --no-cache-dir -r requirements.txt
 
 COPY vectorstore_pathway.py /app/
 

comps/vectorstores/pathway/requirements.txt

@@ -1,4 +1,4 @@
 langchain_openai
 pathway[xpack-llm] >= 0.14.1
-sentence_transformers
+sentence-transformers
 unstructured[all-docs] >= 0.10.28,<0.15