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Containerfile
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# ----------------------------------------------------------------------------
# Build an AI container. This does the torch install which is huge, and I
# like to avoid re-doing this.
# ----------------------------------------------------------------------------
FROM docker.io/fedora:40 AS ai
ENV PIP_BREAK_SYSTEM_PACKAGES=1
RUN dnf install -y python3 python3-pip python3-wheel python3-aiohttp \
python3-rdflib
RUN pip3 install torch==2.5.1+cpu \
--index-url https://download.pytorch.org/whl/cpu
RUN pip3 install \
anthropic boto3 cohere mistralai openai google-cloud-aiplatform \
ollama google-generativeai \
langchain==0.3.13 langchain-core==0.3.28 langchain-huggingface==0.1.2 \
langchain-text-splitters==0.3.4 \
langchain-community==0.3.13 \
sentence-transformers==3.4.0 transformers==4.47.1 \
huggingface-hub==0.27.0 \
pymilvus \
pulsar-client==3.5.0 cassandra-driver pyyaml \
neo4j tiktoken falkordb && \
pip3 cache purge
# Most commonly used embeddings model, just build it into the container
# image
RUN huggingface-cli download sentence-transformers/all-MiniLM-L6-v2
# ----------------------------------------------------------------------------
# Build a container which contains the built Python packages. The build
# creates a bunch of left-over cruft, a separate phase means this is only
# needed to support package build
# ----------------------------------------------------------------------------
FROM ai AS build
COPY trustgraph-base/ /root/build/trustgraph-base/
COPY trustgraph-flow/ /root/build/trustgraph-flow/
COPY trustgraph-vertexai/ /root/build/trustgraph-vertexai/
COPY trustgraph-bedrock/ /root/build/trustgraph-bedrock/
COPY trustgraph-embeddings-hf/ /root/build/trustgraph-embeddings-hf/
COPY trustgraph-cli/ /root/build/trustgraph-cli/
COPY trustgraph-ocr/ /root/build/trustgraph-ocr/
WORKDIR /root/build/
RUN pip3 wheel -w /root/wheels/ --no-deps ./trustgraph-base/
RUN pip3 wheel -w /root/wheels/ --no-deps ./trustgraph-flow/
RUN pip3 wheel -w /root/wheels/ --no-deps ./trustgraph-vertexai/
RUN pip3 wheel -w /root/wheels/ --no-deps ./trustgraph-bedrock/
RUN pip3 wheel -w /root/wheels/ --no-deps ./trustgraph-embeddings-hf/
RUN pip3 wheel -w /root/wheels/ --no-deps ./trustgraph-cli/
RUN pip3 wheel -w /root/wheels/ --no-deps ./trustgraph-ocr/
RUN ls /root/wheels
# ----------------------------------------------------------------------------
# Finally, the target container. Start with base and add the package.
# ----------------------------------------------------------------------------
FROM ai
COPY --from=build /root/wheels /root/wheels
RUN \
pip3 install /root/wheels/trustgraph_base-* && \
pip3 install /root/wheels/trustgraph_flow-* && \
pip3 install /root/wheels/trustgraph_vertexai-* && \
pip3 install /root/wheels/trustgraph_bedrock-* && \
pip3 install /root/wheels/trustgraph_embeddings_hf-* && \
pip3 install /root/wheels/trustgraph_cli-* && \
pip3 install /root/wheels/trustgraph_ocr-* && \
pip3 cache purge && \
rm -rf /root/wheels
WORKDIR /
CMD sleep 1000000