add embedding store (#10)

embedding-server/Dockerfile

@@ -0,0 +1,42 @@
+# copied from https://github.com/bergos/embedding-server
+
+FROM python:3 AS base
+
+#
+# builder
+#
+FROM base AS builder
+
+WORKDIR /src
+
+COPY requirements.txt /src/
+RUN pip install --prefix=/runtime --force-reinstall -r requirements.txt
+
+COPY . /src
+
+#
+# output
+#
+
+FROM python:3-slim AS output
+
+# specify list of models that will go into the image as a comma separated list
+# following models have been tested to work with this image
+# "sentence-transformers/all-MiniLM-L6-v2,sentence-transformers/all-mpnet-base-v2,thenlper/gte-base,thenlper/gte-large,thenlper/gte-small"
+ENV MODELS="BAAI/bge-large-en-v1.5"
+
+COPY --from=builder /runtime /usr/local
+
+COPY /app /app
+WORKDIR /app
+
+RUN apt-get update && apt-get install -y \
+  curl \
+  && rm -rf /var/lib/apt/lists/*
+
+RUN python install.py
+# RUN python install.py && \
+#   find /root/.cache/torch/sentence_transformers/ -name onnx -exec rm -rf {} +
+
+
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "80"]