diff --git a/poetry.lock b/poetry.lock
index 9e8c4af..306a325 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,108 +1,24 @@
 [[package]]
-name = "appnope"
-version = "0.1.3"
-description = "Disable App Nap on macOS >= 10.9"
+name = "black"
+version = "22.3.0"
+description = "The uncompromising code formatter."
 category = "dev"
 optional = false
-python-versions = "*"
-
-[[package]]
-name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.6.2"
 
 [package.dependencies]
-argon2-cffi-bindings = "*"
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-dev = ["pre-commit", "cogapp", "tomli", "coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "sphinx-notfound-page", "furo"]
-docs = ["sphinx", "sphinx-notfound-page", "furo"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
-
-[[package]]
-name = "argon2-cffi-bindings"
-version = "21.2.0"
-description = "Low-level CFFI bindings for Argon2"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-cffi = ">=1.0.1"
-
-[package.extras]
-dev = ["pytest", "cogapp", "pre-commit", "wheel"]
-tests = ["pytest"]
-
-[[package]]
-name = "asttokens"
-version = "2.0.5"
-description = "Annotate AST trees with source code positions"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-six = "*"
-
-[package.extras]
-test = ["astroid", "pytest"]
-
-[[package]]
-name = "attrs"
-version = "21.4.0"
-description = "Classes Without Boilerplate"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
-[package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
-
-[[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "beautifulsoup4"
-version = "4.11.1"
-description = "Screen-scraping library"
-category = "dev"
-optional = false
-python-versions = ">=3.6.0"
-
-[package.dependencies]
-soupsieve = ">1.2"
-
-[package.extras]
-html5lib = ["html5lib"]
-lxml = ["lxml"]
-
-[[package]]
-name = "bleach"
-version = "5.0.0"
-description = "An easy safelist-based HTML-sanitizing tool."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-six = ">=1.9.0"
-webencodings = "*"
-
-[package.extras]
-css = ["tinycss2 (>=1.1.0)"]
-dev = ["pip-tools (==6.5.1)", "pytest (==7.1.1)", "flake8 (==4.0.1)", "tox (==3.24.5)", "sphinx (==4.3.2)", "twine (==4.0.0)", "wheel (==0.37.1)", "hashin (==0.17.0)", "black (==22.3.0)", "mypy (==0.942)"]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "certifi"
@@ -112,17 +28,6 @@ category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "cffi"
-version = "1.15.0"
-description = "Foreign Function Interface for Python calling C code."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-pycparser = "*"
-
 [[package]]
 name = "charset-normalizer"
 version = "2.0.12"
@@ -153,30 +58,6 @@ category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
-[[package]]
-name = "debugpy"
-version = "1.6.0"
-description = "An implementation of the Debug Adapter Protocol for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "decorator"
-version = "5.1.1"
-description = "Decorators for Humans"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
-[[package]]
-name = "defusedxml"
-version = "0.7.1"
-description = "XML bomb protection for Python stdlib modules"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
 [[package]]
 name = "dnspython"
 version = "2.2.1"
@@ -193,22 +74,6 @@ idna = ["idna (>=2.1,<4.0)"]
 trio = ["trio (>=0.14,<0.20)"]
 wmi = ["wmi (>=1.5.1,<2.0.0)"]
 
-[[package]]
-name = "entrypoints"
-version = "0.4"
-description = "Discover and load entry points from installed packages."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[[package]]
-name = "executing"
-version = "0.8.3"
-description = "Get the currently executing AST node of a frame, and other information"
-category = "dev"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "faiss-cpu"
 version = "1.7.2"
@@ -217,17 +82,6 @@ category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "fastjsonschema"
-version = "2.15.3"
-description = "Fastest Python implementation of JSON schema"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.extras]
-devel = ["colorama", "jsonschema", "json-spec", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
-
 [[package]]
 name = "filelock"
 version = "3.7.0"
@@ -240,6 +94,36 @@ python-versions = ">=3.7"
 docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
 testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
 
+[[package]]
+name = "flask"
+version = "2.1.2"
+description = "A simple framework for building complex web applications."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+click = ">=8.0"
+importlib-metadata = {version = ">=3.6.0", markers = "python_version < \"3.10\""}
+itsdangerous = ">=2.0"
+Jinja2 = ">=3.0"
+Werkzeug = ">=2.0"
+
+[package.extras]
+async = ["asgiref (>=3.2)"]
+dotenv = ["python-dotenv"]
+
+[[package]]
+name = "fuzzywuzzy"
+version = "0.18.0"
+description = "Fuzzy string matching in python"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+speedup = ["python-levenshtein (>=0.12)"]
+
 [[package]]
 name = "greenlet"
 version = "1.1.2"
@@ -285,111 +169,34 @@ optional = false
 python-versions = ">=3.5"
 
 [[package]]
-name = "ipykernel"
-version = "6.13.0"
-description = "IPython Kernel for Jupyter"
-category = "dev"
+name = "importlib-metadata"
+version = "4.11.4"
+description = "Read metadata from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-appnope = {version = "*", markers = "platform_system == \"Darwin\""}
-debugpy = ">=1.0"
-ipython = ">=7.23.1"
-jupyter-client = ">=6.1.12"
-matplotlib-inline = ">=0.1"
-nest-asyncio = "*"
-packaging = "*"
-psutil = "*"
-tornado = ">=6.1"
-traitlets = ">=5.1.0"
+zipp = ">=0.5"
 
 [package.extras]
-test = ["pytest (>=6.0)", "pytest-cov", "flaky", "ipyparallel", "pre-commit", "pytest-timeout"]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+perf = ["ipython"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
 
 [[package]]
-name = "ipython"
-version = "8.3.0"
-description = "IPython: Productive Interactive Computing"
-category = "dev"
+name = "itsdangerous"
+version = "2.1.2"
+description = "Safely pass data to untrusted environments and back."
+category = "main"
 optional = false
-python-versions = ">=3.8"
-
-[package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-decorator = "*"
-jedi = ">=0.16"
-matplotlib-inline = "*"
-pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
-pygments = ">=2.4.0"
-stack-data = "*"
-traitlets = ">=5"
-
-[package.extras]
-all = ["black", "Sphinx (>=1.3)", "ipykernel", "nbconvert", "nbformat", "ipywidgets", "notebook", "ipyparallel", "qtconsole", "pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "numpy (>=1.19)", "pandas", "trio"]
-black = ["black"]
-doc = ["Sphinx (>=1.3)"]
-kernel = ["ipykernel"]
-nbconvert = ["nbconvert"]
-nbformat = ["nbformat"]
-notebook = ["ipywidgets", "notebook"]
-parallel = ["ipyparallel"]
-qtconsole = ["qtconsole"]
-test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test_extra = ["pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "trio"]
-
-[[package]]
-name = "ipython-genutils"
-version = "0.2.0"
-description = "Vestigial utilities from IPython"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "ipywidgets"
-version = "7.7.0"
-description = "IPython HTML widgets for Jupyter"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-ipykernel = ">=4.5.1"
-ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
-ipython-genutils = ">=0.2.0,<0.3.0"
-jupyterlab-widgets = {version = ">=1.0.0", markers = "python_version >= \"3.6\""}
-nbformat = ">=4.2.0"
-traitlets = ">=4.3.1"
-widgetsnbextension = ">=3.6.0,<3.7.0"
-
-[package.extras]
-test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]
-
-[[package]]
-name = "jedi"
-version = "0.18.1"
-description = "An autocompletion tool for Python that can be used for text editors."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-parso = ">=0.8.0,<0.9.0"
-
-[package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
+python-versions = ">=3.7"
 
 [[package]]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
@@ -407,108 +214,6 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
-[[package]]
-name = "jsonschema"
-version = "4.5.1"
-description = "An implementation of JSON Schema validation for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-attrs = ">=17.4.0"
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
-
-[package.extras]
-format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format_nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
-
-[[package]]
-name = "jupyter"
-version = "1.0.0"
-description = "Jupyter metapackage. Install all the Jupyter components in one go."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-ipykernel = "*"
-ipywidgets = "*"
-jupyter-console = "*"
-nbconvert = "*"
-notebook = "*"
-qtconsole = "*"
-
-[[package]]
-name = "jupyter-client"
-version = "7.3.1"
-description = "Jupyter protocol implementation and client libraries"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-entrypoints = "*"
-jupyter-core = ">=4.9.2"
-nest-asyncio = ">=1.5.4"
-python-dateutil = ">=2.8.2"
-pyzmq = ">=22.3"
-tornado = ">=6.0"
-traitlets = "*"
-
-[package.extras]
-doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["codecov", "coverage", "ipykernel (>=6.5)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
-
-[[package]]
-name = "jupyter-console"
-version = "6.4.3"
-description = "Jupyter terminal console"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-ipykernel = "*"
-ipython = "*"
-jupyter-client = ">=7.0.0"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
-pygments = "*"
-
-[package.extras]
-test = ["pexpect"]
-
-[[package]]
-name = "jupyter-core"
-version = "4.10.0"
-description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
-traitlets = "*"
-
-[package.extras]
-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
-
-[[package]]
-name = "jupyterlab-pygments"
-version = "0.2.2"
-description = "Pygments theme using JupyterLab CSS variables"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "jupyterlab-widgets"
-version = "1.1.0"
-description = "A JupyterLab extension."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
 [[package]]
 name = "loguru"
 version = "0.6.0"
@@ -528,105 +233,18 @@ dev = ["colorama (>=0.3.4)", "docutils (==0.16)", "flake8 (>=3.7.7)", "tox (>=3.
 name = "markupsafe"
 version = "2.1.1"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [[package]]
-name = "matplotlib-inline"
-version = "0.1.3"
-description = "Inline Matplotlib backend for Jupyter"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
-[package.dependencies]
-traitlets = "*"
-
-[[package]]
-name = "mistune"
-version = "0.8.4"
-description = "The fastest markdown parser in pure Python"
+name = "mypy-extensions"
+version = "0.4.3"
+description = "Experimental type system extensions for programs checked with the mypy typechecker."
 category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "nbclient"
-version = "0.6.3"
-description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
-category = "dev"
-optional = false
-python-versions = ">=3.7.0"
-
-[package.dependencies]
-jupyter-client = ">=6.1.5"
-nbformat = ">=5.0"
-nest-asyncio = "*"
-traitlets = ">=5.0.0"
-
-[package.extras]
-sphinx = ["autodoc-traits", "mock", "moto", "myst-parser", "Sphinx (>=1.7)", "sphinx-book-theme"]
-test = ["black", "check-manifest", "flake8", "ipykernel", "ipython (<8.0.0)", "ipywidgets (<8.0.0)", "mypy", "pip (>=18.1)", "pre-commit", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "setuptools (>=60.0)", "testpath", "twine (>=1.11.0)", "xmltodict"]
-
-[[package]]
-name = "nbconvert"
-version = "6.5.0"
-description = "Converting Jupyter Notebooks"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-beautifulsoup4 = "*"
-bleach = "*"
-defusedxml = "*"
-entrypoints = ">=0.2.2"
-jinja2 = ">=3.0"
-jupyter-core = ">=4.7"
-jupyterlab-pygments = "*"
-MarkupSafe = ">=2.0"
-mistune = ">=0.8.1,<2"
-nbclient = ">=0.5.0"
-nbformat = ">=5.1"
-packaging = "*"
-pandocfilters = ">=1.4.1"
-pygments = ">=2.4.1"
-tinycss2 = "*"
-traitlets = ">=5.0"
-
-[package.extras]
-all = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)", "tornado (>=6.1)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
-docs = ["sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
-serve = ["tornado (>=6.1)"]
-test = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)"]
-webpdf = ["pyppeteer (>=1,<1.1)"]
-
-[[package]]
-name = "nbformat"
-version = "5.4.0"
-description = "The Jupyter Notebook format"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-fastjsonschema = "*"
-jsonschema = ">=2.6"
-jupyter-core = "*"
-traitlets = ">=5.1"
-
-[package.extras]
-test = ["check-manifest", "testpath", "pytest", "pre-commit"]
-
-[[package]]
-name = "nest-asyncio"
-version = "1.5.5"
-description = "Patch asyncio to allow nested event loops"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
 [[package]]
 name = "nltk"
 version = "3.7"
@@ -649,36 +267,6 @@ plot = ["matplotlib"]
 tgrep = ["pyparsing"]
 twitter = ["twython"]
 
-[[package]]
-name = "notebook"
-version = "6.4.11"
-description = "A web-based notebook environment for interactive computing"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-argon2-cffi = "*"
-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=5.3.4"
-jupyter-core = ">=4.6.1"
-nbconvert = ">=5"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
-
-[package.extras]
-docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"]
-json-logging = ["json-logging"]
-test = ["pytest", "coverage", "requests", "testpath", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
-
 [[package]]
 name = "numpy"
 version = "1.22.4"
@@ -702,7 +290,7 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 name = "pandas"
 version = "1.4.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 
@@ -720,43 +308,12 @@ pytz = ">=2020.1"
 test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 
 [[package]]
-name = "pandocfilters"
-version = "1.5.0"
-description = "Utilities for writing pandoc filters in python"
+name = "pathspec"
+version = "0.9.0"
+description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[[package]]
-name = "parso"
-version = "0.8.3"
-description = "A Python Parser"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["docopt", "pytest (<6.0.0)"]
-
-[[package]]
-name = "pexpect"
-version = "4.8.0"
-description = "Pexpect allows easy control of interactive console applications."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-ptyprocess = ">=0.5"
-
-[[package]]
-name = "pickleshare"
-version = "0.7.5"
-description = "Tiny 'shelve'-like database with concurrency support"
-category = "dev"
-optional = false
-python-versions = "*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
 [[package]]
 name = "pillow"
@@ -791,80 +348,16 @@ urllib3 = ">=1.21.1"
 grpc = ["grpcio (==1.37.1)", "grpc-gateway-protoc-gen-openapiv2 (==0.1.0)", "googleapis-common-protos (==1.53.0)", "numpy (>=1.18.5,<1.20.0)", "lz4 (==3.1.3)", "protobuf (==3.13.0)"]
 
 [[package]]
-name = "prometheus-client"
-version = "0.14.1"
-description = "Python client for the Prometheus monitoring system."
+name = "platformdirs"
+version = "2.5.2"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
-twisted = ["twisted"]
-
-[[package]]
-name = "prompt-toolkit"
-version = "3.0.29"
-description = "Library for building powerful interactive command lines in Python"
-category = "dev"
-optional = false
-python-versions = ">=3.6.2"
-
-[package.dependencies]
-wcwidth = "*"
-
-[[package]]
-name = "psutil"
-version = "5.9.0"
-description = "Cross-platform lib for process and system monitoring in Python."
-category = "dev"
-optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[package.extras]
-test = ["ipaddress", "mock", "unittest2", "enum34", "pywin32", "wmi"]
-
-[[package]]
-name = "ptyprocess"
-version = "0.7.0"
-description = "Run a subprocess in a pseudo terminal"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "pure-eval"
-version = "0.2.2"
-description = "Safely evaluate AST nodes without side effects"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.extras]
-tests = ["pytest"]
-
-[[package]]
-name = "py"
-version = "1.11.0"
-description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
-[[package]]
-name = "pycparser"
-version = "2.21"
-description = "C parser in Python"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[[package]]
-name = "pygments"
-version = "2.12.0"
-description = "Pygments is a syntax highlighting package written in Python."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
+docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
+test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
 
 [[package]]
 name = "pyparsing"
@@ -877,49 +370,33 @@ python-versions = ">=3.6.8"
 [package.extras]
 diagrams = ["railroad-diagrams", "jinja2"]
 
-[[package]]
-name = "pyrsistent"
-version = "0.18.1"
-description = "Persistent/Functional/Immutable data structures"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
 [[package]]
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "python-levenshtein"
+version = "0.12.2"
+description = "Python extension for computing string edit distances and similarities."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "pytz"
 version = "2022.1"
 description = "World timezone definitions, modern and historical"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "pywin32"
-version = "304"
-description = "Python for Window Extensions"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "pywinpty"
-version = "2.0.5"
-description = "Pseudo terminal support for Windows from Python."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
 [[package]]
 name = "pyyaml"
 version = "6.0"
@@ -928,54 +405,6 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
-[[package]]
-name = "pyzmq"
-version = "22.3.0"
-description = "Python bindings for 0MQ"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-cffi = {version = "*", markers = "implementation_name == \"pypy\""}
-py = {version = "*", markers = "implementation_name == \"pypy\""}
-
-[[package]]
-name = "qtconsole"
-version = "5.3.0"
-description = "Jupyter Qt console"
-category = "dev"
-optional = false
-python-versions = ">= 3.7"
-
-[package.dependencies]
-ipykernel = ">=4.1"
-ipython-genutils = "*"
-jupyter-client = ">=4.1"
-jupyter-core = "*"
-pygments = "*"
-pyzmq = ">=17.1"
-qtpy = ">=2.0.1"
-traitlets = "*"
-
-[package.extras]
-doc = ["Sphinx (>=1.3)"]
-test = ["flaky", "pytest", "pytest-qt"]
-
-[[package]]
-name = "qtpy"
-version = "2.1.0"
-description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-packaging = "*"
-
-[package.extras]
-test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
-
 [[package]]
 name = "regex"
 version = "2022.4.24"
@@ -1033,19 +462,6 @@ python-versions = ">=3.7"
 [package.dependencies]
 numpy = ">=1.16.5"
 
-[[package]]
-name = "send2trash"
-version = "1.8.0"
-description = "Send file to trash natively under Mac OS X, Windows and Linux."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.extras]
-nativelib = ["pyobjc-framework-cocoa", "pywin32"]
-objc = ["pyobjc-framework-cocoa"]
-win32 = ["pywin32"]
-
 [[package]]
 name = "sentence-transformers"
 version = "2.2.0"
@@ -1078,18 +494,10 @@ python-versions = "*"
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 
-[[package]]
-name = "soupsieve"
-version = "2.3.2.post1"
-description = "A modern CSS selector implementation for Beautiful Soup."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
 [[package]]
 name = "sqlalchemy"
 version = "1.4.36"
@@ -1122,38 +530,6 @@ postgresql_psycopg2cffi = ["psycopg2cffi"]
 pymysql = ["pymysql (<1)", "pymysql"]
 sqlcipher = ["sqlcipher3-binary"]
 
-[[package]]
-name = "stack-data"
-version = "0.2.0"
-description = "Extract data from python stack frames and tracebacks for informative displays"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-asttokens = "*"
-executing = "*"
-pure-eval = "*"
-
-[package.extras]
-tests = ["pytest", "typeguard", "pygments", "littleutils", "cython"]
-
-[[package]]
-name = "terminado"
-version = "0.15.0"
-description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-ptyprocess = {version = "*", markers = "os_name != \"nt\""}
-pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
-tornado = ">=6.1.0"
-
-[package.extras]
-test = ["pre-commit", "pytest-timeout", "pytest (>=6.0)"]
-
 [[package]]
 name = "threadpoolctl"
 version = "3.1.0"
@@ -1162,21 +538,6 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
-[[package]]
-name = "tinycss2"
-version = "1.1.1"
-description = "A tiny CSS parser"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-webencodings = ">=0.4"
-
-[package.extras]
-doc = ["sphinx", "sphinx-rtd-theme"]
-test = ["pytest", "pytest-cov", "pytest-flake8", "pytest-isort", "coverage"]
-
 [[package]]
 name = "tokenizers"
 version = "0.12.1"
@@ -1189,6 +550,14 @@ python-versions = "*"
 docs = ["sphinx", "sphinx-rtd-theme", "setuptools-rust"]
 testing = ["pytest", "requests", "numpy", "datasets"]
 
+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
 [[package]]
 name = "torch"
 version = "1.11.0"
@@ -1218,14 +587,6 @@ typing-extensions = "*"
 [package.extras]
 scipy = ["scipy"]
 
-[[package]]
-name = "tornado"
-version = "6.1"
-description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "dev"
-optional = false
-python-versions = ">= 3.5"
-
 [[package]]
 name = "tqdm"
 version = "4.64.0"
@@ -1243,17 +604,6 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
-[[package]]
-name = "traitlets"
-version = "5.2.1.post0"
-description = ""
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.extras]
-test = ["pre-commit", "pytest"]
-
 [[package]]
 name = "transformers"
 version = "4.19.2"
@@ -1336,31 +686,27 @@ secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "cer
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
-name = "wcwidth"
-version = "0.2.5"
-description = "Measures the displayed width of unicode strings in a terminal"
-category = "dev"
+name = "waitress"
+version = "2.1.1"
+description = "Waitress WSGI server"
+category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7.0"
+
+[package.extras]
+docs = ["Sphinx (>=1.8.1)", "docutils", "pylons-sphinx-themes (>=1.0.9)"]
+testing = ["pytest", "pytest-cover", "coverage (>=5.0)"]
 
 [[package]]
-name = "webencodings"
-version = "0.5.1"
-description = "Character encoding aliases for legacy web content"
-category = "dev"
+name = "werkzeug"
+version = "2.1.2"
+description = "The comprehensive WSGI web application library."
+category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
-[[package]]
-name = "widgetsnbextension"
-version = "3.6.0"
-description = "IPython HTML widgets for Jupyter"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-notebook = ">=4.4.1"
+[package.extras]
+watchdog = ["watchdog"]
 
 [[package]]
 name = "win32-setctime"
@@ -1373,119 +719,53 @@ python-versions = ">=3.5"
 [package.extras]
 dev = ["pytest (>=4.6.2)", "black (>=19.3b0)"]
 
+[[package]]
+name = "zipp"
+version = "3.8.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
+
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.9"
-content-hash = "045c80f9fcb0cbdfc58da1f6a8c60d42f159b14ed9e7b9204f3018dcc1871651"
+content-hash = "1ec321a571d3a02b7cd5a4a53f46d36394d0590c2b9da1876259342f03fad5d8"
 
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 tqdm = [
     {file = "tqdm-4.64.0-py2.py3-none-any.whl", hash = "sha256:74a2cdefe14d11442cedf3ba4e21a3b84ff9a2dbdc6cfae2c34addb2a14a5ea6"},
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 ]
-traitlets = [
-    {file = "traitlets-5.2.1.post0-py3-none-any.whl", hash = "sha256:f44b708d33d98b0addb40c29d148a761f44af740603a8fd0e2f8b5b27cf0f087"},
-    {file = "traitlets-5.2.1.post0.tar.gz", hash = "sha256:70815ecb20ec619d1af28910ade523383be13754283aef90528eb3d47b77c5db"},
-]
 transformers = [
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@@ -2471,19 +1421,19 @@ urllib3 = [
     {file = "urllib3-1.26.9-py2.py3-none-any.whl", hash = "sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14"},
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 ]
-wcwidth = [
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-    {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
+waitress = [
+    {file = "waitress-2.1.1-py3-none-any.whl", hash = "sha256:c549f5b2b4afd44d9d97d7cec79f3ef581e25d832827f415dc175327af674aa8"},
+    {file = "waitress-2.1.1.tar.gz", hash = "sha256:e2e60576cf14a1539da79f7b7ee1e79a71e64f366a0b47db54a15e971f57bb16"},
 ]
-webencodings = [
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-    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
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-widgetsnbextension = [
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+werkzeug = [
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+    {file = "Werkzeug-2.1.2.tar.gz", hash = "sha256:1ce08e8093ed67d638d63879fd1ba3735817f7a80de3674d293f5984f25fb6e6"},
 ]
 win32-setctime = [
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 ]
+zipp = [
+    {file = "zipp-3.8.0-py3-none-any.whl", hash = "sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099"},
+    {file = "zipp-3.8.0.tar.gz", hash = "sha256:56bf8aadb83c24db6c4b577e13de374ccfb67da2078beba1d037c17980bf43ad"},
+]
diff --git a/pyproject.toml b/pyproject.toml
index 0f4af79..1ca0589 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,11 +11,15 @@ SQLAlchemy = "^1.4.36"
 tqdm = "^4.64.0"
 sentence-transformers = "^2.2.0"
 faiss-cpu = "^1.7.2"
+Flask = "^2.1.2"
+fuzzywuzzy = "^0.18.0"
+python-Levenshtein = "^0.12.2"
+waitress = "^2.1.1"
+pandas = "^1.4.2"
 
 [tool.poetry.dev-dependencies]
-jupyter = "^1.0.0"
 pinecone-client = "^2.0.10"
-pandas = "^1.4.2"
+black = "^22.3.0"
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]