trustgraph/Containerfile
cybermaggedon f081933217
Feature/subpackages (#80)
* Renaming what will become the core package

* Tweaking to get  package build working

* Fix metering merge

* Rename to core directory

* Bump version.  Use namespace searching for packaging trustgraph-core

* Change references to trustgraph-core

* Forming embeddings-hf package

* Reference modules in core package.

* Build both packages to one container, bump version

* Update YAMLs
2024-09-30 14:00:29 +01:00

63 lines
2.1 KiB
Docker

# ----------------------------------------------------------------------------
# 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 --index-url https://download.pytorch.org/whl/cpu
RUN pip3 install anthropic boto3 cohere openai google-cloud-aiplatform ollama \
langchain langchain-core langchain-huggingface langchain-text-splitters \
langchain-community pymilvus sentence-transformers transformers \
huggingface-hub pulsar-client cassandra-driver pyarrow pyyaml \
neo4j tiktoken && \
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 ai AS build
env PACKAGE_VERSION=0.0.0
COPY trustgraph-core/ /root/build/trustgraph-core/
COPY README.md /root/build/trustgraph-core/
COPY trustgraph-embeddings-hf/ /root/build/trustgraph-embeddings-hf/
COPY README.md /root/build/trustgraph-embeddings-hf/
WORKDIR /root/build/
RUN pip3 wheel -w /root/wheels/ --no-deps ./trustgraph-core/
RUN pip3 wheel -w /root/wheels/ --no-deps ./trustgraph-embeddings-hf/
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_core-* && \
pip3 install /root/wheels/trustgraph_embeddings_hf-* && \
pip3 cache purge && \
rm -rf /root/wheels
WORKDIR /
CMD sleep 1000000