diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index daf491f..f8c02b0 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -8,7 +8,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.10", "3.11"]
+        python-version: ["3.10", "3.11", "3.12", "3.13"]
 
     steps:
       - uses: actions/checkout@v3
diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..3e99ede
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,7 @@
+{
+    "python.testing.pytestArgs": [
+        "."
+    ],
+    "python.testing.unittestEnabled": false,
+    "python.testing.pytestEnabled": true
+}
\ No newline at end of file
diff --git a/nodestream_plugin_semantic/chunk.py b/nodestream_plugin_semantic/chunk.py
index bcfc41f..82e1bea 100644
--- a/nodestream_plugin_semantic/chunk.py
+++ b/nodestream_plugin_semantic/chunk.py
@@ -1,8 +1,8 @@
 from abc import ABC, abstractmethod
 from typing import Iterable
 
-from nodestream.subclass_registry import SubclassRegistry
 from nodestream.pluggable import Pluggable
+from nodestream.subclass_registry import SubclassRegistry
 
 from .model import Content
 
@@ -25,7 +25,8 @@ def from_file_data(type, **chunker_kwargs) -> "Chunker":
         return CHUNKER_SUBCLASS_REGISTRY.get(type)(**chunker_kwargs)
 
     @abstractmethod
-    def chunk(self, content: Content) -> Iterable[Content]: ...
+    def chunk(self, content: Content) -> Iterable[Content]:
+        ...
 
 
 class SplitOnDelimiterChunker(Chunker):
diff --git a/nodestream_plugin_semantic/content_types.py b/nodestream_plugin_semantic/content_types.py
index ca18574..24dfe1f 100644
--- a/nodestream_plugin_semantic/content_types.py
+++ b/nodestream_plugin_semantic/content_types.py
@@ -1,10 +1,9 @@
 from abc import ABC, abstractmethod
-from typing import Iterable
 from pathlib import Path
+from typing import Iterable
 
 from nodestream.subclass_registry import SubclassRegistry
 
-
 CONTENT_TYPE_SUBCLASS_REGISTRY = SubclassRegistry()
 PLAIN_TEXT_ALIAS = "plain_text"
 PLAIN_TEXT_EXTENSIONS = {".txt", ".md"}
diff --git a/nodestream_plugin_semantic/embed.py b/nodestream_plugin_semantic/embed.py
index 16fe6bb..d6e4dc4 100644
--- a/nodestream_plugin_semantic/embed.py
+++ b/nodestream_plugin_semantic/embed.py
@@ -1,11 +1,10 @@
 from abc import ABC, abstractmethod
 
-from nodestream.subclass_registry import SubclassRegistry
 from nodestream.pluggable import Pluggable
+from nodestream.subclass_registry import SubclassRegistry
 
 from .model import Content, Embedding
 
-
 EMBEDDER_SUBCLASS_REGISTRY = SubclassRegistry()
 
 
diff --git a/nodestream_plugin_semantic/model.py b/nodestream_plugin_semantic/model.py
index da19e47..a65a4f2 100644
--- a/nodestream_plugin_semantic/model.py
+++ b/nodestream_plugin_semantic/model.py
@@ -1,9 +1,8 @@
-from dataclasses import dataclass
 import hashlib
-from typing import List, Optional, Iterable
-
-from nodestream.model import DesiredIngestion, Node
+from dataclasses import dataclass
+from typing import Iterable, List, Optional
 
+from nodestream.model import DesiredIngestion, Node, Relationship
 
 Embedding = List[float | int]
 CONTENT_NODE_TYPE_ID_PROPERTY = "id"
@@ -66,8 +65,9 @@ def make_ingestible(
 
         if self.parent:
             self.parent.apply_to_node(node_type, related := Node())
+            relationship = Relationship(type=relationship_type)
             ingest.add_relationship(
-                related_node=related, type=relationship_type, outbound=False
+                related_node=related, relationship=relationship, outbound=False
             )
 
         return ingest
diff --git a/nodestream_plugin_semantic/pipeline.py b/nodestream_plugin_semantic/pipeline.py
index 17c0d82..a6018e9 100644
--- a/nodestream_plugin_semantic/pipeline.py
+++ b/nodestream_plugin_semantic/pipeline.py
@@ -1,24 +1,24 @@
 from glob import glob
 from pathlib import Path
-from typing import Optional, List, Dict
+from typing import Dict, List, Optional
 
 from nodestream.model import DesiredIngestion
 from nodestream.pipeline import Extractor, Transformer
 from nodestream.pipeline.value_providers import (
-    ValueProvider,
     JmespathValueProvider,
     ProviderContext,
+    ValueProvider,
 )
 from nodestream.schema import (
+    Cardinality,
     ExpandsSchema,
-    SchemaExpansionCoordinator,
     GraphObjectSchema,
-    Cardinality,
+    SchemaExpansionCoordinator,
 )
 
 from .chunk import Chunker
+from .content_types import PLAIN_TEXT_ALIAS, ContentType
 from .embed import Embedder
-from .content_types import ContentType, PLAIN_TEXT_ALIAS
 from .model import Content
 
 DEFAULT_ID = JmespathValueProvider.from_string_expression("id")
diff --git a/poetry.lock b/poetry.lock
index 70bf06d..fc36adf 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -103,17 +103,17 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.35.44"
+version = "1.35.58"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.35.44-py3-none-any.whl", hash = "sha256:18416d07b41e6094101a44f8b881047dcec6b846dad0b9f83b9bbf2f0cd93d07"},
-    {file = "boto3-1.35.44.tar.gz", hash = "sha256:7f8e8a252458d584d8cf7877c372c4f74ec103356eedf43d2dd9e479f47f3639"},
+    {file = "boto3-1.35.58-py3-none-any.whl", hash = "sha256:856896fd5fc5871758eb04b27bad5bbbf0fdb6143a923f9e8d10125351efdf98"},
+    {file = "boto3-1.35.58.tar.gz", hash = "sha256:1ee139e63f1545ee0192914cfe422b68360b8c344a94e4612ac657dd7ece93de"},
 ]
 
 [package.dependencies]
-botocore = ">=1.35.44,<1.36.0"
+botocore = ">=1.35.58,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -122,13 +122,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.44"
+version = "1.35.58"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.35.44-py3-none-any.whl", hash = "sha256:55388e80624401d017a9a2b8109afd94814f7e666b53e28fce51375cfa8d9326"},
-    {file = "botocore-1.35.44.tar.gz", hash = "sha256:1fcd97b966ad8a88de4106fe1bd3bbd6d8dadabe99bbd4a6aadcf11cb6c66b39"},
+    {file = "botocore-1.35.58-py3-none-any.whl", hash = "sha256:647b8706ae6484ee4c2208235f38976d9f0e52f80143e81d7941075215e96111"},
+    {file = "botocore-1.35.58.tar.gz", hash = "sha256:8303309c7b59ddf04b11d79813530809d6b10b411ac9f93916d2032c283d6881"},
 ]
 
 [package.dependencies]
@@ -805,13 +805,13 @@ files = [
 
 [[package]]
 name = "nodestream"
-version = "0.13.2"
+version = "0.13.3"
 description = "A Fast, Declarative ETL for Graph Databases."
 optional = false
 python-versions = "<4.0,>=3.10"
 files = [
-    {file = "nodestream-0.13.2-py3-none-any.whl", hash = "sha256:64e6e693ebafa88c4c6289ceb2e5cac4c928626500ff8d9de6624ff72a3c87ab"},
-    {file = "nodestream-0.13.2.tar.gz", hash = "sha256:1f01d7b1b487983d4ec36ee4e369f068140737baa7f307ab536adb09e94692af"},
+    {file = "nodestream-0.13.3-py3-none-any.whl", hash = "sha256:b5efb9964df2b6aace38edda8a043c9216c38ea3a7ef807e3b2842b4f34d1842"},
+    {file = "nodestream-0.13.3.tar.gz", hash = "sha256:f5d273c941a351db0e19e0f1cfb4410c028c9e399925cf48bf1508d97e292873"},
 ]
 
 [package.dependencies]
@@ -824,83 +824,85 @@ Jinja2 = ">=3,<4"
 jmespath = ">=1.0,<2.0"
 pandas = ">=2,<3"
 psutil = ">=6.0,<7.0"
-pyarrow = ">=17.0.0,<18.0.0"
+pyarrow = ">=17.0.0,<19.0.0"
 python-json-logger = ">=2.0,<3.0"
 pyyaml = ">=6.0,<7.0"
 schema = ">=0.7,<0.8"
-uvloop = {version = ">=0.17.0,<=0.19.0", markers = "sys_platform == \"darwin\" or sys_platform == \"linux\""}
+uvloop = {version = ">=0.17.0,<=0.21.0", markers = "sys_platform == \"darwin\" or sys_platform == \"linux\""}
 
 [[package]]
 name = "numpy"
-version = "2.1.2"
+version = "2.1.3"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "numpy-2.1.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:30d53720b726ec36a7f88dc873f0eec8447fbc93d93a8f079dfac2629598d6ee"},
-    {file = "numpy-2.1.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e8d3ca0a72dd8846eb6f7dfe8f19088060fcb76931ed592d29128e0219652884"},
-    {file = "numpy-2.1.2-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:fc44e3c68ff00fd991b59092a54350e6e4911152682b4782f68070985aa9e648"},
-    {file = "numpy-2.1.2-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:7c1c60328bd964b53f8b835df69ae8198659e2b9302ff9ebb7de4e5a5994db3d"},
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-[package.dependencies]
-numpy = ">=1.16.6"
-
 [package.extras]
 test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
 
@@ -1128,13 +1133,13 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pytest"
-version = "7.4.4"
+version = "8.3.3"
 description = "pytest: simple powerful testing with Python"
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-python-versions = ">=3.7"
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 packaging = "*"
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+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
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+
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+version = "0.24.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.8"
+files = [
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+
+[package.dependencies]
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+
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+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
 name = "pytest-cov"
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 [[package]]
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-version = "13.9.2"
+version = "13.9.4"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
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 python-versions = ">=3.8.0"
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@@ -1569,24 +1592,24 @@ files = [
 
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 python-versions = ">=3.8"
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 name = "tqdm"
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 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
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 [package.extras]
 dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
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 [[package]]
 name = "uvloop"
-version = "0.19.0"
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 python-versions = ">=3.8.0"
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 ]
 
 [package.extras]
+dev = ["Cython (>=3.0,<4.0)", "setuptools (>=60)"]
 docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
-test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"]
+test = ["aiohttp (>=3.10.5)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "2d863fdc890d6bef7a7e5c54b2b843d1e6877dfa750f2411268b551459ce7634"
+content-hash = "03939ce3078bf659524e5b4dd26f1ec45759bdcd519c2485b55b69263596cac7"
diff --git a/pyproject.toml b/pyproject.toml
index 3026413..434291a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -27,12 +27,16 @@ nodestream = "^0.13.0"
 semchunk = "^2.2.0"
 
 [tool.poetry.group.dev.dependencies]
-pytest = "^7.4.0"
+pytest = "^8.2.0"
 pytest-mock = "^3.11.1"
 ruff = "^0.0.284"
 isort = "^5.12.0"
 black = "^23.7.0"
 pytest-cov = "^4.1.0"
+pytest-asyncio = "^0.24.0"
+
+[tool.isort]
+profile = "black"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/tests/test_model.py b/tests/test_model.py
new file mode 100644
index 0000000..b5190fb
--- /dev/null
+++ b/tests/test_model.py
@@ -0,0 +1,65 @@
+from unittest.mock import Mock
+
+from nodestream.model import DesiredIngestion, Node
+
+from nodestream_plugin_semantic.model import Content, hash
+
+
+def test_content_from_text():
+    content_text = "test content"
+    content = Content.from_text(content_text)
+    assert content.content == content_text
+    assert content.id == hash(content_text)
+    assert content.parent is None
+
+
+def test_content_add_metadata():
+    content = Content.from_text("test content")
+    content.add_metadata("key", "value")
+    assert content.metadata == {"key": "value"}
+
+
+def test_content_split_on_delimiter():
+    content_text = "line1\nline2\nline3"
+    content = Content.from_text(content_text)
+    lines = list(content.split_on_delimiter("\n"))
+    assert len(lines) == 3
+    assert lines[0].content == "line1"
+    assert lines[1].content == "line2"
+    assert lines[2].content == "line3"
+    assert all(line.parent == content for line in lines)
+
+
+def test_content_assign_embedding():
+    content = Content.from_text("test content")
+    embedding = [0.1, 0.2, 0.3]
+    content.assign_embedding(embedding)
+    assert content.embedding == embedding
+
+
+def test_content_apply_to_node():
+    content = Content.from_text("test content")
+    node = Mock(spec=Node)
+    content.apply_to_node("test_type", node)
+    node.type = "test_type"
+    node.key_values.set_property.assert_called_with("id", content.id)
+    node.properties.set_property.assert_any_call("content", content.content)
+
+
+def test_content_make_ingestible():
+    parent_content = Content.from_text("parent content")
+    child_content = Content.from_text("child content", parent=parent_content)
+    ingest = child_content.make_ingestible("test_type", "test_relationship")
+
+    assert isinstance(ingest, DesiredIngestion)
+    assert ingest.source.type == "test_type"
+    ingest.source.key_values == {"id": child_content.id}
+    ingest.source.properties == {"content": child_content.content}
+
+    assert len(ingest.relationships) == 1
+    relationship = ingest.relationships[0]
+    assert relationship.relationship.type == "test_relationship"
+    assert relationship.outbound is False
+    assert relationship.to_node.type == "test_type"
+    relationship.to_node.key_values == {"id": parent_content.id}
+    relationship.to_node.properties == {"content": parent_content.content}
diff --git a/tests/test_pipeline.py b/tests/test_pipeline.py
new file mode 100644
index 0000000..9d544a8
--- /dev/null
+++ b/tests/test_pipeline.py
@@ -0,0 +1,100 @@
+from pathlib import Path
+from unittest.mock import AsyncMock, MagicMock, patch
+
+import pytest
+from nodestream.model import DesiredIngestion
+
+from nodestream_plugin_semantic.model import Content
+from nodestream_plugin_semantic.pipeline import (
+    ChunkContent,
+    ContentInterpreter,
+    ConvertToContent,
+    DocumentExtractor,
+    EmbedContent,
+)
+
+
+@pytest.mark.asyncio
+async def test_chunk_content():
+    chunker = MagicMock()
+    chunker.chunk.return_value = [
+        Content(id="1", content="chunk1"),
+        Content(id="2", content="chunk2"),
+    ]
+    transformer = ChunkContent(chunker)
+    record = Content(id="0", content="original content")
+    chunks = [chunk async for chunk in transformer.transform_record(record)]
+    assert len(chunks) == 2
+    assert chunks[0].content == "chunk1"
+    assert chunks[1].content == "chunk2"
+
+
+@pytest.mark.asyncio
+async def test_embed_content():
+    embedder = AsyncMock()
+    embedder.embed.return_value = "embedded content"
+    transformer = EmbedContent(embedder)
+    content = Content(id="0", content="original content")
+    result = await transformer.transform_record(content)
+    assert result.content == "original content"
+    assert result.embedding == "embedded content"
+
+
+def test_document_extractor():
+    paths = [Path("file1.txt"), Path("file2.txt")]
+    content_type = MagicMock()
+    content_type.is_supported.return_value = True
+    content_type.read.return_value = "file content"
+    with patch(
+        "nodestream_plugin_semantic.pipeline.glob",
+        return_value=["file1.txt", "file2.txt"],
+    ), patch(
+        "nodestream_plugin_semantic.pipeline.ContentType.by_name",
+        return_value=content_type,
+    ):
+        extractor = DocumentExtractor.from_file_data(globs=["*.txt"])
+        assert len(extractor.paths) == 2
+        assert extractor.read(paths[0]) == "file content"
+
+
+@pytest.mark.asyncio
+async def test_document_extractor_extract_records():
+    content_type = MagicMock()
+    content_type.is_supported.return_value = True
+    content_type.read.return_value = "file content"
+    with patch(
+        "nodestream_plugin_semantic.pipeline.glob", return_value=["file1.txt"]
+    ), patch(
+        "nodestream_plugin_semantic.pipeline.ContentType.by_name",
+        return_value=content_type,
+    ):
+        extractor = DocumentExtractor.from_file_data(globs=["*.txt"])
+        records = [record async for record in extractor.extract_records()]
+        assert len(records) == 1
+        assert records[0].content == "file content"
+
+
+@pytest.mark.asyncio
+async def test_convert_to_content():
+    record = {"id": "1", "content": "some content"}
+    transformer = ConvertToContent()
+    content = await transformer.transform_record(record)
+    assert content.id == "1"
+    assert content.content == "some content"
+
+
+@pytest.mark.asyncio
+async def test_content_interpreter():
+    content = Content(id="1", content="some content")
+    transformer = ContentInterpreter()
+    desired_ingestion = await transformer.transform_record(content)
+    assert isinstance(desired_ingestion, DesiredIngestion)
+
+
+def test_content_interpreter_expand_schema():
+    transformer = ContentInterpreter()
+    coordinator = MagicMock()
+    transformer.expand_schema(coordinator)
+    coordinator.on_node_schema.assert_called()
+    coordinator.on_relationship_schema.assert_called()
+    coordinator.connect.assert_called()