Add Tests

.coveragerc

@@ -0,0 +1,7 @@
+[report]
+exclude_lines =
+    pragma: no cover
+    def __repr__
+    if __name__ == "__main__":
+    @abstractmethod
+    pass

pyproject.toml

@@ -1,87 +1,89 @@
 [project]
-name = "graphiti-core"
-description = "A temporal graph building library"
-version = "0.10.3"
-authors = [
-    { "name" = "Paul Paliychuk", "email" = "paul@getzep.com" },
-    { "name" = "Preston Rasmussen", "email" = "preston@getzep.com" },
-    { "name" = "Daniel Chalef", "email" = "daniel@getzep.com" },
-]
-readme = "README.md"
-license = "Apache-2.0"
-requires-python = ">=3.10,<4"
-packages = [{ include = "graphiti_core", from = "." }]
-dependencies = [
-    "pydantic>=2.8.2",
-    "neo4j>=5.23.0",
-    "diskcache>=5.6.3",
-    "openai>=1.53.0",
-    "tenacity>=9.0.0",
-    "numpy>=1.0.0",
-    "python-dotenv>=1.0.1",
-    "graph-service (>=1.0.0.7,<2.0.0.0)",
-]
+    authors = [
+        { "name" = "Daniel Chalef", "email" = "daniel@getzep.com" },
+        { "name" = "Paul Paliychuk", "email" = "paul@getzep.com" },
+        { "name" = "Preston Rasmussen", "email" = "preston@getzep.com" },
+    ]
+    dependencies = [
+        "diskcache>=5.6.3",
+        "graph-service (>=1.0.0.7,<2.0.0.0)",
+        "neo4j>=5.23.0",
+        "numpy>=1.0.0",
+        "openai>=1.53.0",
+        "pydantic>=2.8.2",
+        "python-dotenv>=1.0.1",
+        "tenacity>=9.0.0",
+    ]
+    description = "A temporal graph building library"
+    license = "Apache-2.0"
+    name = "graphiti-core"
+    packages = [{ include = "graphiti_core", from = "." }]
+    readme = "README.md"
+    requires-python = ">=3.10,<4"
+    version = "0.10.3"
 
 [project.urls]
-Homepage = "https://help.getzep.com/graphiti/graphiti/overview"
-Repository = "https://github.com/getzep/graphiti"
+    Homepage   = "https://help.getzep.com/graphiti/graphiti/overview"
+    Repository = "https://github.com/getzep/graphiti"
 
 [project.optional-dependencies]
-anthropic = ["anthropic>=0.49.0"]
-groq = ["groq>=0.2.0"]
-google-genai = ["google-genai>=1.8.0"]
+    anthropic    = ["anthropic>=0.49.0"]
+    google-genai = ["google-genai>=1.8.0"]
+    groq         = ["groq>=0.2.0"]
 
 [tool.poetry.group.dev.dependencies]
-mypy = ">=1.11.1"
-groq = ">=0.2.0"
-anthropic = ">=0.49.0"
-google-genai = ">=1.8.0"
-ipykernel = ">=6.29.5"
-jupyterlab = ">=4.2.4"
-diskcache-stubs = ">=5.6.3.6.20240818"
-langgraph = ">=0.2.15"
-langchain-anthropic = ">=0.2.4"
-langsmith = ">=0.1.108"
-langchain-openai = ">=0.2.6"
-sentence-transformers = ">=3.2.1"
-transformers = ">=4.45.2"
-voyageai = ">=0.2.3"
-pytest = ">=8.3.3"
-pytest-asyncio = ">=0.24.0"
-pytest-xdist = ">=3.6.1"
-ruff = ">=0.7.1"
+    anthropic             = ">=0.49.0"
+    diskcache-stubs       = ">=5.6.3.6.20240818"
+    google-genai          = ">=1.8.0"
+    groq                  = ">=0.2.0"
+    ipykernel             = ">=6.29.5"
+    jupyterlab            = ">=4.2.4"
+    langchain-anthropic   = ">=0.2.4"
+    langchain-openai      = ">=0.2.6"
+    langgraph             = ">=0.2.15"
+    langsmith             = ">=0.1.108"
+    mypy                  = ">=1.11.1"
+    pytest                = ">=8.3.3"
+    pytest-asyncio        = ">=0.24.0"
+    pytest-xdist          = ">=3.6.1"
+    ruff                  = ">=0.7.1"
+    sentence-transformers = ">=3.2.1"
+    transformers          = ">=4.45.2"
+    voyageai              = ">=0.2.3"
+pytest-cov = "^6.1.1"
+pytest-mock = "^3.14.0"
 
 [build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+    build-backend = "poetry.core.masonry.api"
+    requires      = ["poetry-core"]
 
 [tool.poetry]
-requires-poetry = ">=2.0"
+    requires-poetry = ">=2.0"
 
 [tool.pytest.ini_options]
-pythonpath = ["."]
+    pythonpath = ["."]
 
 [tool.ruff]
-line-length = 100
+    line-length = 100
 
 [tool.ruff.lint]
-select = [
-    # pycodestyle
-    "E",
-    # Pyflakes
-    "F",
-    # pyupgrade
-    "UP",
-    # flake8-bugbear
-    "B",
-    # flake8-simplify
-    "SIM",
-    # isort
-    "I",
-]
-ignore = ["E501"]
+    ignore = ["E501"]
+    select = [
+        # pycodestyle
+        "E",
+        # Pyflakes
+        "F",
+        # pyupgrade
+        "UP",
+        # flake8-bugbear
+        "B",
+        # flake8-simplify
+        "SIM",
+        # isort
+        "I",
+    ]
 
 [tool.ruff.format]
-quote-style = "single"
-indent-style = "space"
-docstring-code-format = true
+    docstring-code-format = true
+    indent-style          = "space"
+    quote-style           = "single"

pytest.ini

@@ -1,3 +1,27 @@
 [pytest]
+# Test selection and discovery
 markers =
-    integration: marks tests as integration tests
+    integration: marks tests as integration tests
+testpaths = tests
+python_files = test_*.py
+
+# Async configuration
+asyncio_mode = strict
+asyncio_default_fixture_loop_scope = function
+
+# Warning filters
+filterwarnings =
+    ignore::UserWarning:neo4j._optional_deps.*:
+
+# Coverage configuration
+[coverage:report]
+exclude_lines =
+    pragma: no cover
+    def __repr__
+    if __name__ == "__main__":
+    @abstractmethod
+    pass
+
+# Tool-specific settings
+[tool:pytest]
+addopts = --cov=graphiti_core --cov-report=term-missing

tests/embedder/conftest.py

@@ -0,0 +1,28 @@
+"""
+Copyright 2024, Zep Software, Inc.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+"""
+
+import pytest
+
+from graphiti_core.embedder.client import EMBEDDING_DIM
+
+
+@pytest.fixture
+def mock_embedding_values() -> list[float]:
+    """Returns a list of mock embedding values with the default dimension.
+
+    This can be used across different embedder tests to create consistent mock responses.
+    """
+    return [0.1] * EMBEDDING_DIM