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@@ -4,12 +4,16 @@ FROM node:alpine as build
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WORKDIR /app
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+# wget embedding model weight from alpine (does not exist from slim-buster)
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+RUN wget "https://chroma-onnx-models.s3.amazonaws.com/all-MiniLM-L6-v2/onnx.tar.gz"
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+
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COPY package.json package-lock.json ./
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RUN npm ci
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COPY . .
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RUN npm run build
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+
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FROM python:3.11-slim-bookworm as base
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ENV ENV=prod
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@@ -22,6 +26,14 @@ ENV OPENAI_API_KEY ""
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ENV WEBUI_JWT_SECRET_KEY "SECRET_KEY"
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WORKDIR /app
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+
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+# copy embedding weight from build
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+COPY --from=build onnx.tar.gz /root/.cache/chroma/onnx_models/all-MiniLM-L6-v2
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+
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+RUN cd /root/.cache/chroma/onnx_models/all-MiniLM-L6-v2 &&\
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+ tar -xzf onnx.tar.gz
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+
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+# copy built frontend files
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COPY --from=build /app/build /app/build
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WORKDIR /app/backend
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@@ -29,13 +41,6 @@ WORKDIR /app/backend
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COPY ./backend/requirements.txt ./requirements.txt
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RUN pip3 install -r requirements.txt
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-RUN MODEL_DIR="/root/.cache/chroma/onnx_models/all-MiniLM-L6-v2" &&\
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- ARCHIVE_NAME="onnx.tar.gz" &&\
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- mkdir -p $MODEL_DIR &&\
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- cd $MODEL_DIR &&\
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- wget -O $ARCHIVE_NAME "https://chroma-onnx-models.s3.amazonaws.com/all-MiniLM-L6-v2/$ARCHIVE_NAME" &&\
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- tar -xzf $ARCHIVE_NAME
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-
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# RUN python -c "from sentence_transformers import SentenceTransformer; model = SentenceTransformer('all-MiniLM-L6-v2')"
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COPY ./backend .
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