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@@ -63,29 +63,7 @@ COPY . ./
 RUN --mount=type=cache,target=/root/.cache \
     poetry install --no-root 
 
-
-################################
-# BUILDER-BASE
-# Used to build deps + create our virtual environment
-################################
-FROM poetry-base as builder-base
-
-WORKDIR $PYSETUP_PATH
-
 #  --> also download required ColBERT model files
 RUN poetry run python docs_qa/preload_colbert.py
 
-
-################################
-# PRODUCTION
-# Final image used for runtime
-################################
-FROM poetry-base as production
-ENV FASTAPI_ENV=production
-WORKDIR $PYSETUP_PATH
-
-# copy in our built poetry, venv and app 
-COPY --from=builder-base $POETRY_HOME $POETRY_HOME
-COPY --from=builder-base $PYSETUP_PATH $PYSETUP_PATH
-
 CMD ["poetry", "run", "python", "bolt.py"]