# ----------------------------------------------------------------------------
# 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 base

ENV PIP_BREAK_SYSTEM_PACKAGES=1

RUN dnf install -y python3 python3-pip python3-wheel python3-aiohttp \
    python3-rdflib

RUN pip3 install --no-cache-dir \
    anthropic cohere mistralai openai google-generativeai \
    ollama \
    langchain==0.3.13 langchain-core==0.3.28 \
    langchain-text-splitters==0.3.4 \
    langchain-community==0.3.13 \
    pymilvus \
    pulsar-client==3.5.0 cassandra-driver pyyaml \
    neo4j tiktoken falkordb && \
    pip3 cache purge

# ----------------------------------------------------------------------------
# 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 base AS build

COPY trustgraph-base/ /root/build/trustgraph-base/
COPY trustgraph-flow/ /root/build/trustgraph-flow/
COPY trustgraph-cli/ /root/build/trustgraph-cli/

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-cli/

RUN ls /root/wheels

# ----------------------------------------------------------------------------
# Finally, the target container.  Start with base and add the package.
# ----------------------------------------------------------------------------

FROM base

COPY --from=build /root/wheels /root/wheels

RUN \
    pip3 install --no-cache-dir /root/wheels/trustgraph_base-* && \
    pip3 install --no-cache-dir /root/wheels/trustgraph_flow-* && \
    pip3 install --no-cache-dir /root/wheels/trustgraph_cli-* && \
    rm -rf /root/wheels

WORKDIR /