diff --git a/poetry.lock b/poetry.lock
index 5dfc3ad..9e8c4af 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -134,6 +134,17 @@ python-versions = ">=3.5.0"
 [package.extras]
 unicode_backport = ["unicodedata2"]
 
+[[package]]
+name = "click"
+version = "8.1.3"
+description = "Composable command line interface toolkit"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "colorama"
 version = "0.4.4"
@@ -166,6 +177,22 @@ 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"
+description = "DNS toolkit"
+category = "dev"
+optional = false
+python-versions = ">=3.6,<4.0"
+
+[package.extras]
+dnssec = ["cryptography (>=2.6,<37.0)"]
+curio = ["curio (>=1.2,<2.0)", "sniffio (>=1.1,<2.0)"]
+doh = ["h2 (>=4.1.0)", "httpx (>=0.21.1)", "requests (>=2.23.0,<3.0.0)", "requests-toolbelt (>=0.9.1,<0.10.0)"]
+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"
@@ -182,6 +209,14 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "faiss-cpu"
+version = "1.7.2"
+description = "A library for efficient similarity search and clustering of dense vectors."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "fastjsonschema"
 version = "2.15.3"
@@ -193,6 +228,18 @@ python-versions = "*"
 [package.extras]
 devel = ["colorama", "jsonschema", "json-spec", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
 
+[[package]]
+name = "filelock"
+version = "3.7.0"
+description = "A platform independent file lock."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+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 = "greenlet"
 version = "1.1.2"
@@ -204,6 +251,31 @@ python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 [package.extras]
 docs = ["sphinx"]
 
+[[package]]
+name = "huggingface-hub"
+version = "0.6.0"
+description = "Client library to download and publish models on the huggingface.co hub"
+category = "main"
+optional = false
+python-versions = ">=3.7.0"
+
+[package.dependencies]
+filelock = "*"
+packaging = ">=20.9"
+pyyaml = "*"
+requests = "*"
+tqdm = "*"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["pytest", "datasets", "soundfile", "black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+dev = ["pytest", "datasets", "soundfile", "black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+fastai = ["toml", "fastai (>=2.4)", "fastcore (>=1.3.27)"]
+quality = ["black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+tensorflow = ["tensorflow", "pydot", "graphviz"]
+testing = ["pytest", "datasets", "soundfile"]
+torch = ["torch"]
+
 [[package]]
 name = "idna"
 version = "3.3"
@@ -327,6 +399,14 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "joblib"
+version = "1.1.0"
+description = "Lightweight pipelining with Python functions"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "jsonschema"
 version = "4.5.1"
@@ -429,6 +509,21 @@ category = "dev"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "loguru"
+version = "0.6.0"
+description = "Python logging made (stupidly) simple"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
+win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+dev = ["colorama (>=0.3.4)", "docutils (==0.16)", "flake8 (>=3.7.7)", "tox (>=3.9.0)", "pytest (>=4.6.2)", "pytest-cov (>=2.7.1)", "black (>=19.10b0)", "isort (>=5.1.1)", "Sphinx (>=4.1.1)", "sphinx-autobuild (>=0.7.1)", "sphinx-rtd-theme (>=0.4.3)"]
+
 [[package]]
 name = "markupsafe"
 version = "2.1.1"
@@ -532,6 +627,28 @@ category = "dev"
 optional = false
 python-versions = ">=3.5"
 
+[[package]]
+name = "nltk"
+version = "3.7"
+description = "Natural Language Toolkit"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+click = "*"
+joblib = "*"
+regex = ">=2021.8.3"
+tqdm = "*"
+
+[package.extras]
+all = ["numpy", "pyparsing", "scipy", "matplotlib", "twython", "requests", "scikit-learn", "python-crfsuite"]
+corenlp = ["requests"]
+machine_learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+plot = ["matplotlib"]
+tgrep = ["pyparsing"]
+twitter = ["twython"]
+
 [[package]]
 name = "notebook"
 version = "6.4.11"
@@ -562,17 +679,46 @@ docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "m
 json-logging = ["json-logging"]
 test = ["pytest", "coverage", "requests", "testpath", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
 
+[[package]]
+name = "numpy"
+version = "1.22.4"
+description = "NumPy is the fundamental package for array computing with Python."
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
 [[package]]
 name = "packaging"
 version = "21.3"
 description = "Core utilities for Python packages"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
 pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
+[[package]]
+name = "pandas"
+version = "1.4.2"
+description = "Powerful data structures for data analysis, time series, and statistics"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+numpy = [
+    {version = ">=1.18.5", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
+    {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
+    {version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+]
+python-dateutil = ">=2.8.1"
+pytz = ">=2020.1"
+
+[package.extras]
+test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
+
 [[package]]
 name = "pandocfilters"
 version = "1.5.0"
@@ -612,6 +758,38 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "pillow"
+version = "9.1.1"
+description = "Python Imaging Library (Fork)"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinx-rtd-theme (>=1.0)", "sphinxext-opengraph"]
+tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+
+[[package]]
+name = "pinecone-client"
+version = "2.0.10"
+description = "Pinecone client and SDK"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+dnspython = ">=2.0.0"
+loguru = ">=0.5.0"
+python-dateutil = ">=2.5.3"
+pyyaml = ">=5.4"
+requests = ">=2.19.0"
+typing-extensions = ">=3.7.4"
+urllib3 = ">=1.21.1"
+
+[package.extras]
+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"
@@ -692,7 +870,7 @@ python-versions = ">=3.6"
 name = "pyparsing"
 version = "3.0.9"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6.8"
 
@@ -718,6 +896,14 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "pytz"
+version = "2022.1"
+description = "World timezone definitions, modern and historical"
+category = "dev"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "pywin32"
 version = "304"
@@ -734,6 +920,14 @@ category = "dev"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "pyyaml"
+version = "6.0"
+description = "YAML parser and emitter for Python"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "pyzmq"
 version = "22.3.0"
@@ -782,6 +976,14 @@ 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"
+description = "Alternative regular expression module, to replace re."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "requests"
 version = "2.27.1"
@@ -800,6 +1002,37 @@ urllib3 = ">=1.21.1,<1.27"
 socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
 use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
 
+[[package]]
+name = "scikit-learn"
+version = "1.1.1"
+description = "A set of python modules for machine learning and data mining"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+joblib = ">=1.0.0"
+numpy = ">=1.17.3"
+scipy = ">=1.3.2"
+threadpoolctl = ">=2.0.0"
+
+[package.extras]
+benchmark = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "memory-profiler (>=0.57.0)"]
+docs = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.2.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)"]
+tests = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "black (>=22.3.0)", "mypy (>=0.770)", "pyamg (>=4.0.0)", "numpydoc (>=1.2.0)"]
+
+[[package]]
+name = "scipy"
+version = "1.6.1"
+description = "SciPy: Scientific Library for Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = ">=1.16.5"
+
 [[package]]
 name = "send2trash"
 version = "1.8.0"
@@ -813,6 +1046,34 @@ nativelib = ["pyobjc-framework-cocoa", "pywin32"]
 objc = ["pyobjc-framework-cocoa"]
 win32 = ["pywin32"]
 
+[[package]]
+name = "sentence-transformers"
+version = "2.2.0"
+description = "Multilingual text embeddings"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+huggingface-hub = "*"
+nltk = "*"
+numpy = "*"
+scikit-learn = "*"
+scipy = "*"
+sentencepiece = "*"
+torch = ">=1.6.0"
+torchvision = "*"
+tqdm = "*"
+transformers = ">=4.6.0,<5.0.0"
+
+[[package]]
+name = "sentencepiece"
+version = "0.1.96"
+description = "SentencePiece python wrapper"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -893,6 +1154,14 @@ tornado = ">=6.1.0"
 [package.extras]
 test = ["pre-commit", "pytest-timeout", "pytest (>=6.0)"]
 
+[[package]]
+name = "threadpoolctl"
+version = "3.1.0"
+description = "threadpoolctl"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "tinycss2"
 version = "1.1.1"
@@ -908,6 +1177,47 @@ webencodings = ">=0.4"
 doc = ["sphinx", "sphinx-rtd-theme"]
 test = ["pytest", "pytest-cov", "pytest-flake8", "pytest-isort", "coverage"]
 
+[[package]]
+name = "tokenizers"
+version = "0.12.1"
+description = "Fast and Customizable Tokenizers"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+docs = ["sphinx", "sphinx-rtd-theme", "setuptools-rust"]
+testing = ["pytest", "requests", "numpy", "datasets"]
+
+[[package]]
+name = "torch"
+version = "1.11.0"
+description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+category = "main"
+optional = false
+python-versions = ">=3.7.0"
+
+[package.dependencies]
+typing-extensions = "*"
+
+[[package]]
+name = "torchvision"
+version = "0.12.0"
+description = "image and video datasets and models for torch deep learning"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = "*"
+pillow = ">=5.3.0,<8.3.0 || >=8.4.0"
+requests = "*"
+torch = "*"
+typing-extensions = "*"
+
+[package.extras]
+scipy = ["scipy"]
+
 [[package]]
 name = "tornado"
 version = "6.1"
@@ -944,6 +1254,74 @@ python-versions = ">=3.7"
 [package.extras]
 test = ["pre-commit", "pytest"]
 
+[[package]]
+name = "transformers"
+version = "4.19.2"
+description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
+category = "main"
+optional = false
+python-versions = ">=3.7.0"
+
+[package.dependencies]
+filelock = "*"
+huggingface-hub = ">=0.1.0,<1.0"
+numpy = ">=1.17"
+packaging = ">=20.0"
+pyyaml = ">=5.1"
+regex = "!=2019.12.17"
+requests = "*"
+tokenizers = ">=0.11.1,<0.11.3 || >0.11.3,<0.13"
+tqdm = ">=4.27"
+
+[package.extras]
+all = ["tensorflow (>=2.3)", "onnxconverter-common", "tf2onnx", "torch (>=1.0)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "flax (>=0.3.5)", "optax (>=0.0.8)", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torchaudio", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer", "pillow", "optuna", "ray", "sigopt", "timm", "codecarbon (==1.2.0)"]
+audio = ["librosa", "pyctcdecode (>=0.3.0)", "phonemizer"]
+codecarbon = ["codecarbon (==1.2.0)"]
+deepspeed = ["deepspeed (>=0.6.4)"]
+deepspeed-testing = ["deepspeed (>=0.6.4)", "pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (>=22.0,<23.0)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.3.0)", "sacremoses", "rjieba", "faiss-cpu", "cookiecutter (==1.7.3)", "optuna"]
+dev = ["tensorflow (>=2.3)", "onnxconverter-common", "tf2onnx", "torch (>=1.0)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "flax (>=0.3.5)", "optax (>=0.0.8)", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torchaudio", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer", "pillow", "optuna", "ray", "sigopt", "timm", "codecarbon (==1.2.0)", "pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (>=22.0,<23.0)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.3.0)", "sacremoses", "rjieba", "faiss-cpu", "cookiecutter (==1.7.3)", "isort (>=5.5.4)", "flake8 (>=3.8.3)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)", "hf-doc-builder", "scikit-learn"]
+dev-tensorflow = ["pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (>=22.0,<23.0)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.3.0)", "sacremoses", "rjieba", "faiss-cpu", "cookiecutter (==1.7.3)", "tensorflow (>=2.3)", "onnxconverter-common", "tf2onnx", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "pillow", "isort (>=5.5.4)", "flake8 (>=3.8.3)", "hf-doc-builder", "scikit-learn", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer"]
+dev-torch = ["pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (>=22.0,<23.0)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.3.0)", "sacremoses", "rjieba", "faiss-cpu", "cookiecutter (==1.7.3)", "torch (>=1.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torchaudio", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer", "pillow", "optuna", "ray", "sigopt", "timm", "codecarbon (==1.2.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)", "hf-doc-builder", "scikit-learn", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
+docs = ["tensorflow (>=2.3)", "onnxconverter-common", "tf2onnx", "torch (>=1.0)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "flax (>=0.3.5)", "optax (>=0.0.8)", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torchaudio", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer", "pillow", "optuna", "ray", "sigopt", "timm", "codecarbon (==1.2.0)", "hf-doc-builder"]
+docs_specific = ["hf-doc-builder"]
+fairscale = ["fairscale (>0.3)"]
+flax = ["jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "flax (>=0.3.5)", "optax (>=0.0.8)"]
+flax-speech = ["librosa", "pyctcdecode (>=0.3.0)", "phonemizer"]
+ftfy = ["ftfy"]
+integrations = ["optuna", "ray", "sigopt"]
+ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)"]
+modelcreation = ["cookiecutter (==1.7.3)"]
+onnx = ["onnxconverter-common", "tf2onnx", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
+onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
+optuna = ["optuna"]
+quality = ["black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)", "GitPython (<3.1.19)", "hf-doc-builder (>=0.3.0)"]
+ray = ["ray"]
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+
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+category = "main"
+optional = false
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 notebook = ">=4.4.1"
 
+[[package]]
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+version = "1.1.0"
+description = "A small Python utility to set file creation time on Windows"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
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+    {file = "torchvision-0.12.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:b93a767f44e3933cb3b01a6fe9727db54590f57b7dac09d5aaf15966c6c151dd"},
+    {file = "torchvision-0.12.0-cp39-cp39-win_amd64.whl", hash = "sha256:edab05f7ba9f648c00435b384ffdbd7bde79a3b8ea893813fb50f6ccf28b1e76"},
+]
 tornado = [
     {file = "tornado-6.1-cp35-cp35m-macosx_10_9_x86_64.whl", hash = "sha256:d371e811d6b156d82aa5f9a4e08b58debf97c302a35714f6f45e35139c332e32"},
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@@ -1639,6 +2459,14 @@ 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 = [
+    {file = "transformers-4.19.2-py3-none-any.whl", hash = "sha256:1416315b7c5ff1f56d3915f416b67aa254a9907fbb73ef7f7bffc9210446b5fa"},
+    {file = "transformers-4.19.2.tar.gz", hash = "sha256:e19a4ff07458eda143c738e5259caf48449fcf078a63d6b1bd1aa806543440a3"},
+]
+typing-extensions = [
+    {file = "typing_extensions-4.2.0-py3-none-any.whl", hash = "sha256:6657594ee297170d19f67d55c05852a874e7eb634f4f753dbd667855e07c1708"},
+    {file = "typing_extensions-4.2.0.tar.gz", hash = "sha256:f1c24655a0da0d1b67f07e17a5e6b2a105894e6824b92096378bb3668ef02376"},
+]
 urllib3 = [
     {file = "urllib3-1.26.9-py2.py3-none-any.whl", hash = "sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14"},
     {file = "urllib3-1.26.9.tar.gz", hash = "sha256:aabaf16477806a5e1dd19aa41f8c2b7950dd3c746362d7e3223dbe6de6ac448e"},
@@ -1655,3 +2483,7 @@ widgetsnbextension = [
     {file = "widgetsnbextension-3.6.0-py2.py3-none-any.whl", hash = "sha256:4fd321cad39fdcf8a8e248a657202d42917ada8e8ed5dd3f60f073e0d54ceabd"},
     {file = "widgetsnbextension-3.6.0.tar.gz", hash = "sha256:e84a7a9fcb9baf3d57106e184a7389a8f8eb935bf741a5eb9d60aa18cc029a80"},
 ]
+win32-setctime = [
+    {file = "win32_setctime-1.1.0-py3-none-any.whl", hash = "sha256:231db239e959c2fe7eb1d7dc129f11172354f98361c4fa2d6d2d7e278baa8aad"},
+    {file = "win32_setctime-1.1.0.tar.gz", hash = "sha256:15cf5750465118d6929ae4de4eb46e8edae9a5634350c01ba582df868e932cb2"},
+]
diff --git a/pyproject.toml b/pyproject.toml
index 31a3ab5..0f4af79 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,9 +9,13 @@ python = "^3.9"
 requests = "^2.27.1"
 SQLAlchemy = "^1.4.36"
 tqdm = "^4.64.0"
+sentence-transformers = "^2.2.0"
+faiss-cpu = "^1.7.2"
 
 [tool.poetry.dev-dependencies]
 jupyter = "^1.0.0"
+pinecone-client = "^2.0.10"
+pandas = "^1.4.2"
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]