diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 000000000..6041b7b1b
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,7 @@
+FROM python:3.8-slim
+COPY . /my-app
+WORKDIR /my-app
+RUN pip install -r requirements.txt
+RUN python -m spacy download en_core_web_sm
+EXPOSE 8081
+CMD {"python3","app.py"}
diff --git a/Dockerfile-linux.template b/Dockerfile-linux.template
deleted file mode 100644
index aedfc1aba..000000000
--- a/Dockerfile-linux.template
+++ /dev/null
@@ -1,342 +0,0 @@
-{{
-	def is_alpine:
-		env.variant | startswith("alpine")
-	;
-	def is_slim:
-		env.variant | startswith("slim-")
-	;
-	def rcVersion:
-		env.version | rtrimstr("-rc")
--}}
-{{ if is_alpine then ( -}}
-FROM alpine:{{ env.variant | ltrimstr("alpine") }}
-{{ ) elif is_slim then ( -}}
-FROM debian:{{ env.variant | ltrimstr("slim-") }}-slim
-{{ ) else ( -}}
-FROM buildpack-deps:{{ env.variant }}
-{{ ) end -}}
-
-# ensure local python is preferred over distribution python
-ENV PATH /usr/local/bin:$PATH
-
-# http://bugs.python.org/issue19846
-# > At the moment, setting "LANG=C" on a Linux system *fundamentally breaks Python 3*, and that's not OK.
-ENV LANG C.UTF-8
-
-# runtime dependencies
-{{ if is_alpine then ( -}}
-RUN set -eux; \
-	apk add --no-cache \
-		ca-certificates \
-		tzdata \
-	;
-{{ ) else ( -}}
-RUN set -eux; \
-	apt-get update; \
-	apt-get install -y --no-install-recommends \
-{{ if is_slim then ( -}}
-		ca-certificates \
-		netbase \
-		tzdata \
-{{ ) else ( -}}
-		libbluetooth-dev \
-		tk-dev \
-		uuid-dev \
-{{ ) end -}}
-	; \
-	rm -rf /var/lib/apt/lists/*
-{{ ) end -}}
-
-ENV GPG_KEY {{
-	{
-		# gpg: key AA65421D: public key "Ned Deily (Python release signing key) <nad@acm.org>" imported
-		"3.7": "0D96DF4D4110E5C43FBFB17F2D347EA6AA65421D",
-		# https://www.python.org/dev/peps/pep-0537/#release-manager-and-crew
-
-		# gpg: key B26995E310250568: public key "\xc5\x81ukasz Langa (GPG langa.pl) <lukasz@langa.pl>" imported
-		"3.8": "E3FF2839C048B25C084DEBE9B26995E310250568",
-		# https://www.python.org/dev/peps/pep-0569/#release-manager-and-crew
-
-		# gpg: key B26995E310250568: public key "\xc5\x81ukasz Langa (GPG langa.pl) <lukasz@langa.pl>" imported
-		"3.9": "E3FF2839C048B25C084DEBE9B26995E310250568",
-		# https://www.python.org/dev/peps/pep-0596/#release-manager-and-crew
-
-		# gpg: key 64E628F8D684696D: public key "Pablo Galindo Salgado <pablogsal@gmail.com>" imported
-		"3.10": "A035C8C19219BA821ECEA86B64E628F8D684696D",
-		# https://www.python.org/dev/peps/pep-0619/#release-manager-and-crew
-
-		# gpg: key 64E628F8D684696D: public key "Pablo Galindo Salgado <pablogsal@gmail.com>" imported
-		"3.11": "A035C8C19219BA821ECEA86B64E628F8D684696D",
-		# https://www.python.org/dev/peps/pep-0664/#release-manager-and-crew
-
-		# gpg: key A821E680E5FA6305: public key "Thomas Wouters <thomas@python.org>" imported
-		"3.12": "7169605F62C751356D054A26A821E680E5FA6305",
-		# https://www.python.org/dev/peps/pep-0693/#release-manager-and-crew
-	}[rcVersion]
-}}
-ENV PYTHON_VERSION {{ .version }}
-
-RUN set -eux; \
-	\
-{{ if is_alpine then ( -}}
-	apk add --no-cache --virtual .build-deps \
-		gnupg \
-		tar \
-		xz \
-		\
-		bluez-dev \
-		bzip2-dev \
-		dpkg-dev dpkg \
-		expat-dev \
-		findutils \
-		gcc \
-		gdbm-dev \
-		libc-dev \
-		libffi-dev \
-		libnsl-dev \
-		libtirpc-dev \
-		linux-headers \
-		make \
-		ncurses-dev \
-		openssl-dev \
-		pax-utils \
-		readline-dev \
-		sqlite-dev \
-		tcl-dev \
-		tk \
-		tk-dev \
-		util-linux-dev \
-		xz-dev \
-		zlib-dev \
-	; \
-	\
-{{ ) elif is_slim then ( -}}
-	savedAptMark="$(apt-mark showmanual)"; \
-	apt-get update; \
-	apt-get install -y --no-install-recommends \
-		dpkg-dev \
-		gcc \
-		gnupg dirmngr \
-		libbluetooth-dev \
-		libbz2-dev \
-		libc6-dev \
-		libexpat1-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 \
-	; \
-	\
-{{ ) else "" end -}}
-	wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; \
-	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; \
-	command -v gpgconf > /dev/null && 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="$gnuArch" \
-		--enable-loadable-sqlite-extensions \
-		--enable-optimizations \
-		--enable-option-checking=fatal \
-		--enable-shared \
-{{
-	# <3.10 does not have -fno-semantic-interposition enabled and --with-lto does nothing for performance
-	if [ "3.7", "3.8", "3.9" ] | index(rcVersion) then "" else (
--}}
-		--with-lto \
-{{ ) end -}}
-		--with-system-expat \
-		--without-ensurepip \
-	; \
-	nproc="$(nproc)"; \
-{{ if is_alpine then ( -}}
-# set thread stack size to 1MB so we don't segfault before we hit sys.getrecursionlimit()
-# https://github.com/alpinelinux/aports/commit/2026e1259422d4e0cf92391ca2d3844356c649d0
-	EXTRA_CFLAGS="-DTHREAD_STACK_SIZE=0x100000"; \
-{{ ) else "" end -}}
-{{ if is_slim or is_alpine then ( -}}
-	LDFLAGS="-Wl,--strip-all"; \
-{{ ) else "" end -}}
-{{ if env.version == "3.7" then ( -}}
-# setting PROFILE_TASK makes "--enable-optimizations" reasonable: https://bugs.python.org/issue36044 / https://github.com/docker-library/python/issues/160#issuecomment-509426916
-	PROFILE_TASK='-m test.regrtest --pgo \
-		test_array \
-		test_base64 \
-		test_binascii \
-		test_binhex \
-		test_binop \
-		test_bytes \
-		test_c_locale_coercion \
-		test_class \
-		test_cmath \
-		test_codecs \
-		test_compile \
-		test_complex \
-		test_csv \
-		test_decimal \
-		test_dict \
-		test_float \
-		test_fstring \
-		test_hashlib \
-		test_io \
-		test_iter \
-		test_json \
-		test_long \
-		test_math \
-		test_memoryview \
-		test_pickle \
-		test_re \
-		test_set \
-		test_slice \
-		test_struct \
-		test_threading \
-		test_time \
-		test_traceback \
-		test_unicode \
-	'; \
-{{
-) else
-	# PROFILE_TASK has a reasonable default starting in 3.8+; see:
-	#   https://bugs.python.org/issue36044
-	#   https://github.com/python/cpython/pull/14702
-	#   https://github.com/python/cpython/pull/14910
-	""
-end
--}}
-	make -j "$nproc" \
-		"EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" \
-		"LDFLAGS=${LDFLAGS:-}" \
-		"PROFILE_TASK=${PROFILE_TASK:-}" \
-	; \
-# https://github.com/docker-library/python/issues/784
-# prevent accidental usage of a system installed libpython of the same version
-	rm python; \
-	make -j "$nproc" \
-		"EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" \
-		"LDFLAGS=${LDFLAGS:--Wl},-rpath='\$\$ORIGIN/../lib'" \
-		"PROFILE_TASK=${PROFILE_TASK:-}" \
-		python \
-	; \
-	make install; \
-{{ if is_alpine or is_slim then "" else ( -}}
-	\
-# enable GDB to load debugging data: https://github.com/docker-library/python/pull/701
-	bin="$(readlink -ve /usr/local/bin/python3)"; \
-	dir="$(dirname "$bin")"; \
-	mkdir -p "/usr/share/gdb/auto-load/$dir"; \
-	cp -vL Tools/gdb/libpython.py "/usr/share/gdb/auto-load/$bin-gdb.py"; \
-{{ ) end -}}
-	\
-	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 \( -name '*.pyc' -o -name '*.pyo' -o -name 'libpython*.a' \) \) \
-{{ if [ "3.7", "3.8" ] | index(env.version) then ( -}}
-			-o \( -type f -a -name 'wininst-*.exe' \) \
-{{
-	) else
-		# "wininst-*.exe" is not installed for Unix platforms on Python 3.9+: https://github.com/python/cpython/pull/14511
-		""
-	end
--}}
-		\) -exec rm -rf '{}' + \
-	; \
-	\
-{{ if is_alpine then ( -}}
-	find /usr/local -type f -executable -not \( -name '*tkinter*' \) -exec scanelf --needed --nobanner --format '%n#p' '{}' ';' \
-		| tr ',' '\n' \
-		| sort -u \
-		| awk 'system("[ -e /usr/local/lib/" $1 " ]") == 0 { next } { print "so:" $1 }' \
-		| xargs -rt apk add --no-network --virtual .python-rundeps \
-	; \
-	apk del --no-network .build-deps; \
-{{ ) else ( -}}
-	ldconfig; \
-{{ if is_slim then ( -}}
-	\
-	apt-mark auto '.*' > /dev/null; \
-	apt-mark manual $savedAptMark; \
-	find /usr/local -type f -executable -not \( -name '*tkinter*' \) -exec ldd '{}' ';' \
-		| awk '/=>/ { print $(NF-1) }' \
-		| sort -u \
-		| xargs -r dpkg-query --search \
-		| cut -d: -f1 \
-		| sort -u \
-		| xargs -r apt-mark manual \
-	; \
-	apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false; \
-	rm -rf /var/lib/apt/lists/*; \
-{{ ) else "" end -}}
-{{ ) end -}}
-	\
-	python3 --version
-
-# make some useful symlinks that are expected to exist ("/usr/local/bin/python" and friends)
-RUN set -eux; \
-	for src in idle3 pydoc3 python3 python3-config; do \
-		dst="$(echo "$src" | tr -d 3)"; \
-		[ -s "/usr/local/bin/$src" ]; \
-		[ ! -e "/usr/local/bin/$dst" ]; \
-		ln -svT "$src" "/usr/local/bin/$dst"; \
-	done
-
-# if this is called "PIP_VERSION", pip explodes with "ValueError: invalid truth value '<VERSION>'"
-ENV PYTHON_PIP_VERSION {{ .pip.version }}
-# https://github.com/docker-library/python/issues/365
-ENV PYTHON_SETUPTOOLS_VERSION {{ .setuptools.version }}
-# https://github.com/pypa/get-pip
-ENV PYTHON_GET_PIP_URL {{ .pip.url }}
-ENV PYTHON_GET_PIP_SHA256 {{ .pip.sha256 }}
-
-RUN set -eux; \
-	\
-{{ if is_slim then ( -}}
-	savedAptMark="$(apt-mark showmanual)"; \
-	apt-get update; \
-	apt-get install -y --no-install-recommends wget; \
-	\
-{{ ) else "" end -}}
-	wget -O get-pip.py "$PYTHON_GET_PIP_URL"; \
-	echo "$PYTHON_GET_PIP_SHA256 *get-pip.py" | sha256sum -c -; \
-	\
-{{ if is_slim then ( -}}
-	apt-mark auto '.*' > /dev/null; \
-	[ -z "$savedAptMark" ] || apt-mark manual $savedAptMark > /dev/null; \
-	apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false; \
-	rm -rf /var/lib/apt/lists/*; \
-	\
-{{ ) else "" end -}}
-	export PYTHONDONTWRITEBYTECODE=1; \
-	\
-	python get-pip.py \
-		--disable-pip-version-check \
-		--no-cache-dir \
-		--no-compile \
-		"pip==$PYTHON_PIP_VERSION" \
-		"setuptools==$PYTHON_SETUPTOOLS_VERSION" \
-	; \
-	rm -f get-pip.py; \
-	\
-	pip --version
-
-CMD ["python3"]
diff --git a/app.py b/app.py
new file mode 100644
index 000000000..92b87cdda
--- /dev/null
+++ b/app.py
@@ -0,0 +1,10 @@
+import spacy
+from flask import Flask, jsonify, request
+app = Flask(__name__)
+nlp = spacy.load('en_core_web_sm')
+
+def nerextraction(text):
+    result={}
+    for ent in nlp (text).ents:
+        result[ent.txt]=[ent.label_]
+    result result
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 000000000..48bf0ec75
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,3 @@
+spacy
+flask
+requests