SPTAG Docker & Self-Hosted Deployment

GitHub

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving...

4,994 stars C++ C++ 1 file · ~10,611 tokens #approximate-nearest-neighbor-search#distributed-serving#fresh-update#neighborhood-graph#space-partition-tree#vector-search
1. Pull Image (DOCKERHUB) docker pull microsoft/SPTAG:latest
2. Docker Run (1-Click Launch) docker run -d --name sptag --restart always microsoft/sptag:latest
3. Podman Run podman run -d --name sptag --restart always microsoft/sptag:latest
4. Skopeo Inspect (Zero-Pull Manifest) skopeo inspect docker://docker.io/microsoft/sptag:latest
5. ORAS Pull (OCI Artifact) oras pull microsoft/sptag:latest
Dockerfile 
FROM mcr.microsoft.com/oss/mirror/docker.io/library/ubuntu:20.04
WORKDIR /app

ENV DEBIAN_FRONTEND=noninteractive

RUN apt-get update && apt-get -y install wget build-essential swig cmake git libnuma-dev python3.8-dev python3-distutils gcc-8 g++-8 \
    libboost-filesystem-dev libboost-test-dev libboost-serialization-dev libboost-regex-dev libboost-serialization-dev libboost-regex-dev libboost-thread-dev libboost-system-dev libtbb-dev

RUN wget https://bootstrap.pypa.io/pip/3.8/get-pip.py && python3.8 get-pip.py && python3.8 -m pip install numpy

ENV PYTHONPATH=/app/Release

COPY CMakeLists.txt ./
COPY AnnService ./AnnService/
COPY Test ./Test/
COPY Wrappers ./Wrappers/
COPY GPUSupport ./GPUSupport/
COPY ThirdParty ./ThirdParty/

RUN export CC=/usr/bin/gcc-8 && export CXX=/usr/bin/g++-8 && mkdir build && cd build && cmake .. && make -j && cd ..