diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
new file mode 100644
index 0000000..689e4f2
--- /dev/null
+++ b/.github/workflows/ci.yaml
@@ -0,0 +1,25 @@
+name: CI
+
+on:
+  push:
+
+jobs:
+  mypy:
+    name: mypy
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Install poetry
+        run: pipx install poetry
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+          cache: 'poetry'
+      - name: Install dependencies
+        run: poetry install
+      - uses: tsuyoshicho/action-mypy@v4
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          reporter: github-check
+          target: libertai_agents
+          execute_command: 'poetry run mypy'
\ No newline at end of file
diff --git a/libertai_agents/models.py b/libertai_agents/models.py
new file mode 100644
index 0000000..8eee51f
--- /dev/null
+++ b/libertai_agents/models.py
@@ -0,0 +1,11 @@
+from transformers import AutoTokenizer, PreTrainedTokenizerFast
+
+
+class Model:
+    tokenizer: PreTrainedTokenizerFast
+
+    def __init__(self, model_id: str):
+        self.tokenizer = AutoTokenizer.from_pretrained(model_id)
+
+
+Hermes2Pro = Model(model_id="NousResearch/Hermes-2-Pro-Llama-3-8B")
diff --git a/mypy.ini b/mypy.ini
new file mode 100644
index 0000000..e665cc3
--- /dev/null
+++ b/mypy.ini
@@ -0,0 +1,4 @@
+[mypy]
+
+[mypy-transformers.*]
+ignore_missing_imports = True
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index 1034779..8aee8c2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,7 +1,1105 @@
 # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
-package = []
+
+[[package]]
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+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
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+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "certifi"
+version = "2024.7.4"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.3.2"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
+files = [
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+flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
+ftfy = ["ftfy"]
+integrations = ["optuna", "ray[tune] (>=2.7.0)", "sigopt"]
+ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "rhoknp (>=1.1.0,<1.3.1)", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
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+ruff = ["ruff (==0.5.1)"]
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+speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
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+tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
+timm = ["timm (<=0.9.16)"]
+tokenizers = ["tokenizers (>=0.19,<0.20)"]
+torch = ["accelerate (>=0.21.0)", "torch"]
+torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
+torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"]
+torchhub = ["filelock", "huggingface-hub (>=0.23.2,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.19,<0.20)", "torch", "tqdm (>=4.27)"]
+video = ["av (==9.2.0)", "decord (==0.6.0)"]
+vision = ["Pillow (>=10.0.1,<=15.0)"]
+
+[[package]]
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+description = "Backported and Experimental Type Hints for Python 3.8+"
+optional = false
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+    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
+]
+
+[[package]]
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+version = "2.2.2"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.12"
-content-hash = "34e39677d8527182346093002688d17a5d2fc204b9eb3e094b2e6ac519028228"
+content-hash = "5743fdcf1d1fa49cda69207d2eb20d140444cde22ba06687c9e5940f8b3e200a"
diff --git a/pyproject.toml b/pyproject.toml
index f41d8dc..a358914 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,7 +7,12 @@ readme = "README.md"
 
 [tool.poetry.dependencies]
 python = "^3.12"
+transformers = "^4.44.0"
+jinja2 = "^3.1.4"
+pydantic = "^2.8.2"
 
+[tool.poetry.group.dev.dependencies]
+mypy = "^1.11.1"
 
 [build-system]
 requires = ["poetry-core"]