hindsight-api

Pull the image from the command line:

docker pull forge.oddie.app/oddie-apps/hindsight-api@sha256:0bbd1585625e6bcd8780dfc100670ec6541603f93e8afe14f27e3f3c224617bd

Digest

sha256:0bbd1585625e6bcd8780dfc100670ec6541603f93e8afe14f27e3f3c224617bd

For more information on the Container registry, see the documentation.

Hindsight: Agent Memory That Learns

# debian.sh --arch 'amd64' out/ 'trixie' '@1792531975'

ENV PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin

ENV LANG=C.UTF-8

RUN /bin/sh -c set -eux; apt-get update; apt-get install -y --no-install-recommends ca-certificates netbase tzdata ; apt-get dist-clean # buildkit

ENV GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D

ENV PYTHON_VERSION=3.11.17

ENV PYTHON_SHA256=bfb74ad39efae27cda510f134ab408e00f9992c56851cfc0b1cdb5646da11599

RUN /bin/sh -c set -eux; savedAptMark="$(apt-mark showmanual)"; apt-get update; apt-get install -y --no-install-recommends dpkg-dev g++ gcc gnupg libbluetooth-dev libbz2-dev libc6-dev libdb-dev libffi-dev libgdbm-dev liblzma-dev libncursesw5-dev libreadline-dev libsqlite3-dev libssl-dev make tk-dev uuid-dev wget xz-utils zlib1g-dev ; wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; echo "$PYTHON_SHA256 *python.tar.xz" | sha256sum -c -; wget -O python.tar.xz.asc "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz.asc"; GNUPGHOME="$(mktemp -d)"; export GNUPGHOME; gpg --batch --keyserver hkps://keys.openpgp.org --recv-keys "$GPG_KEY"; gpg --batch --verify python.tar.xz.asc python.tar.xz; gpgconf --kill all; rm -rf "$GNUPGHOME" python.tar.xz.asc; mkdir -p /usr/src/python; tar --extract --directory /usr/src/python --strip-components=1 --file python.tar.xz; rm python.tar.xz; cd /usr/src/python; gnuArch="$(dpkg-architecture --query DEB_BUILD_GNU_TYPE)"; ./configure --build="$gnuArch" --enable-loadable-sqlite-extensions --enable-optimizations --enable-option-checking=fatal --enable-shared $(test "${gnuArch%%-*}" != 'riscv64' && echo '--with-lto') --with-ensurepip ; nproc="$(nproc)"; EXTRA_CFLAGS="$(dpkg-buildflags --get CFLAGS)"; LDFLAGS="$(dpkg-buildflags --get LDFLAGS)"; LDFLAGS="${LDFLAGS:-} -Wl,--strip-all"; make -j "$nproc" "EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" "LDFLAGS=${LDFLAGS:-}" ; rm python; make -j "$nproc" "EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" "LDFLAGS=${LDFLAGS:-} -Wl,-rpath='\$\$ORIGIN/../lib'" python ; make install; cd /; rm -rf /usr/src/python; find /usr/local -depth $ \( -type d -a \( -name test -o -name tests -o -name idle_test $ \) -o $ -type f -a \( -name '*.pyc' -o -name '*.pyo' -o -name 'libpython*.a' $ \) \) -exec rm -rf '{}' + ; ldconfig; apt-mark auto '.*' > /dev/null; apt-mark manual $savedAptMark; find /usr/local -type f -executable -not $ -name '*tkinter*' $ -exec ldd '{}' ';' | awk '/=>/ { so = $(NF-1); if (index(so, "/usr/local/") == 1) { next }; gsub("^/(usr/)?", "", so); printf "*%s\n", so }' | sort -u | xargs -rt dpkg-query --search | awk 'sub(":$", "", $1) { print $1 }' | sort -u | xargs -r apt-mark manual ; apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false; apt-get dist-clean; export PYTHONDONTWRITEBYTECODE=1; python3 --version; pip3 install --disable-pip-version-check --no-cache-dir --no-compile 'setuptools==79.0.1' 'wheel==0.46.3' ; pip3 --version # buildkit

RUN /bin/sh -c set -eux; for src in idle3 pip3 pydoc3 python3 python3-config; do dst="$(echo "$src" | tr -d 3)"; [ -s "/usr/local/bin/$src" ]; [ ! -e "/usr/local/bin/$dst" ]; ln -svT "$src" "/usr/local/bin/$dst"; done # buildkit

CMD ["python3"]

WORKDIR /app

RUN /bin/sh -c apt-get update && apt-get upgrade -y && apt-get install -y --no-install-recommends procps libssl3 libgssapi-krb5-2 libossp-uuid16 && (apt-get install -y --no-install-recommends libicu72 2>/dev/null || apt-get install -y --no-install-recommends libicu74 2>/dev/null || apt-get install -y --no-install-recommends libicu76 2>/dev/null || true) && rm -rf /var/lib/apt/lists/* && pip install --no-cache-dir uv && pip uninstall --yes setuptools wheel # buildkit

RUN /bin/sh -c useradd -m -s /bin/bash hindsight # buildkit

COPY --chown=hindsight:hindsight /app/api /app/api # buildkit

COPY --chown=hindsight:hindsight docker/standalone/start-all.sh /app/start-all.sh # buildkit

RUN /bin/sh -c chmod +x /app/start-all.sh # buildkit

USER hindsight

RUN /bin/sh -c mkdir -p /home/hindsight/.pg0 && chmod 755 /home/hindsight # buildkit

ENV PATH=/app/api/.venv/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin

ARG PRELOAD_ML_MODELS=true

ARG INCLUDE_LOCAL_MODELS=true

ENV HF_HUB_DOWNLOAD_TIMEOUT=600

RUN |2 PRELOAD_ML_MODELS=true INCLUDE_LOCAL_MODELS=true /bin/sh -c if [ "$PRELOAD_ML_MODELS" = "true" ] && [ "$INCLUDE_LOCAL_MODELS" = "true" ]; then MAX_RETRIES=3; RETRY_DELAY=10; for i in $(seq 1 "$MAX_RETRIES"); do echo "Attempt $i/$MAX_RETRIES: Downloading ML models..."; /app/api/.venv/bin/python -c "import os; os.environ['HF_HUB_DOWNLOAD_TIMEOUT'] = '600'; from sentence_transformers import SentenceTransformer, CrossEncoder; print('Downloading embedding model...'); SentenceTransformer('BAAI/bge-small-en-v1.5'); print('Downloading cross-encoder model...'); CrossEncoder('cross-encoder/ms-marco-MiniLM-L-6-v2'); print('Models cached successfully')" && break; if [ "$i" -lt "$MAX_RETRIES" ]; then echo "Attempt $i failed, retrying in ${RETRY_DELAY}s..."; sleep "$RETRY_DELAY"; RETRY_DELAY=$((RETRY_DELAY * 2)); fi; done; if [ "$i" -eq "$MAX_RETRIES" ] && ! /app/api/.venv/bin/python -c "from sentence_transformers import SentenceTransformer; SentenceTransformer('BAAI/bge-small-en-v1.5')" 2>/dev/null; then echo "ERROR: Failed to download models after $MAX_RETRIES attempts"; exit 1; fi; elif [ "$INCLUDE_LOCAL_MODELS" != "true" ]; then echo "Skipping ML model preload (local-models not included)"; else echo "Skipping ML model preload"; fi # buildkit

EXPOSE [8888/tcp]

ENV HINDSIGHT_API_HOST=0.0.0.0

ENV HINDSIGHT_API_PORT=8888

ENV HINDSIGHT_API_LOG_LEVEL=info

ENV HINDSIGHT_ENABLE_API=true

ENV HINDSIGHT_ENABLE_CP=false

ENV PYTHONUNBUFFERED=1

ENV TRANSFORMERS_VERBOSITY=error

ENV HF_HUB_VERBOSITY=error

ENV TOKENIZERS_PARALLELISM=false

CMD ["/app/start-all.sh"]

ARG VCS_REF=388e7ff64825861848dc6df122e23106dd4c596c

LABEL org.opencontainers.image.source=https://forge.oddie.app/oddie-apps/infrastructure org.opencontainers.image.revision=388e7ff64825861848dc6df122e23106dd4c596c org.opencontainers.image.version=1.1.0-juna.1 io.oddie.hindsight.upstream-revision=a5a619b5ca59c5c39e0f96be6f7a31fabd136bd5

USER root

RUN |1 VCS_REF=388e7ff64825861848dc6df122e23106dd4c596c /bin/sh -c python -c 'import re,sys; assert re.fullmatch("[0-9a-f]{40}", sys.argv[1])' "$VCS_REF" # buildkit

COPY requirements-security.txt /tmp/hindsight-security-requirements.txt # buildkit

RUN |1 VCS_REF=388e7ff64825861848dc6df122e23106dd4c596c /bin/sh -c uv pip install --python /app/api/.venv/bin/python --no-cache --no-deps --require-hashes -r /tmp/hindsight-security-requirements.txt && uv pip check --python /app/api/.venv/bin/python && rm /tmp/hindsight-security-requirements.txt # buildkit

USER hindsight

COPY --chown=hindsight:hindsight verify.py /tmp/hindsight-image-verify.py # buildkit

RUN |1 VCS_REF=388e7ff64825861848dc6df122e23106dd4c596c /bin/sh -c python /tmp/hindsight-image-verify.py && rm /tmp/hindsight-image-verify.py # buildkit

Key	Value
io.oddie.hindsight.upstream-revision	a5a619b5ca59c5c39e0f96be6f7a31fabd136bd5
org.opencontainers.image.created	2026-10-21T16:20:54.963Z
org.opencontainers.image.description	Hindsight: Agent Memory That Learns
org.opencontainers.image.licenses	MIT
org.opencontainers.image.revision	388e7ff64825861848dc6df122e23106dd4c596c
org.opencontainers.image.source	https://forge.oddie.app/oddie-apps/infrastructure
org.opencontainers.image.title	hindsight
org.opencontainers.image.url	https://github.com/vectorize-io/hindsight
org.opencontainers.image.version	1.1.0-juna.1

hindsight-api (sha256:0bbd1585625e6bcd8780dfc100670ec6541603f93e8afe14f27e3f3c224617bd)

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