diff --git a/.gitignore b/.gitignore
index bd2c070..394374e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -172,4 +172,7 @@ docs/docs_skeleton/build
 docs/docs_skeleton/node_modules
 docs/docs_skeleton/yarn.lock
 
-*.ipynb
\ No newline at end of file
+*.ipynb
+
+# Claude Code
+.claude/*
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..7acb44b
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2518 @@
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+]
+
+[[package]]
+name = "aiohttp"
+version = "3.13.1"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+    {file = "yarl-1.22.0.tar.gz", hash = "sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.1"
+
+[metadata]
+lock-version = "2.1"
+python-versions = "^3.10"
+content-hash = "7b03cf0046ead1c853cb8cf3f49ad567895ae2c6ed1d0be3a16e7cf942521774"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..72840b5
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,87 @@
+[tool.poetry]
+name = "llmcompiler"
+version = "0.1.0"
+description = "An LLM Compiler for Parallel Function Calling"
+authors = ["SqueezeAILab"]
+readme = "README.md"
+packages = [{include = "src"}]
+
+[tool.poetry.dependencies]
+python = "^3.10"
+bs4 = "0.0.1"
+langchain = "0.2.6"
+langchain-community = "0.2.6"
+numexpr = "2.8.7"
+tiktoken = "0.5.2"
+openai = "1.3.7"
+
+[tool.poetry.group.dev.dependencies]
+pytest = "^8.0.0"
+pytest-cov = "^4.1.0"
+pytest-mock = "^3.12.0"
+
+[tool.poetry.scripts]
+test = "pytest:main"
+tests = "pytest:main"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+python_files = ["test_*.py", "*_test.py"]
+python_classes = ["Test*"]
+python_functions = ["test_*"]
+addopts = [
+    "--verbose",
+    "--strict-markers",
+    "--cov=src",
+    "--cov-report=html",
+    "--cov-report=xml",
+    "--cov-report=term-missing",
+    "--cov-fail-under=80",
+]
+markers = [
+    "unit: Unit tests that test individual components in isolation",
+    "integration: Integration tests that test multiple components together",
+    "slow: Tests that take a long time to run",
+]
+filterwarnings = [
+    "error",
+    "ignore::DeprecationWarning",
+    "ignore::PendingDeprecationWarning",
+]
+
+[tool.coverage.run]
+source = ["src"]
+omit = [
+    "*/tests/*",
+    "*/test_*.py",
+    "*/__pycache__/*",
+    "*/site-packages/*",
+    "*/.venv/*",
+    "*/venv/*",
+]
+branch = true
+
+[tool.coverage.report]
+precision = 2
+show_missing = true
+skip_covered = false
+exclude_lines = [
+    "pragma: no cover",
+    "def __repr__",
+    "raise AssertionError",
+    "raise NotImplementedError",
+    "if __name__ == .__main__.:",
+    "if TYPE_CHECKING:",
+    "class .*\\bProtocol\\):",
+    "@(abc\\.)?abstractmethod",
+]
+
+[tool.coverage.html]
+directory = "htmlcov"
+
+[tool.coverage.xml]
+output = "coverage.xml"
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..32da1b9
--- /dev/null
+++ b/tests/__init__.py
@@ -0,0 +1 @@
+"""Test suite for LLMCompiler."""
diff --git a/tests/conftest.py b/tests/conftest.py
new file mode 100644
index 0000000..7fa5bef
--- /dev/null
+++ b/tests/conftest.py
@@ -0,0 +1,249 @@
+"""Shared pytest fixtures for LLMCompiler tests."""
+
+import os
+import tempfile
+from pathlib import Path
+from typing import Dict, Any, Generator
+from unittest.mock import MagicMock
+
+import pytest
+
+
+@pytest.fixture
+def temp_dir() -> Generator[Path, None, None]:
+    """Create a temporary directory for test files.
+
+    Yields:
+        Path: Path to the temporary directory
+    """
+    with tempfile.TemporaryDirectory() as tmpdir:
+        yield Path(tmpdir)
+
+
+@pytest.fixture
+def temp_file(temp_dir: Path) -> Generator[Path, None, None]:
+    """Create a temporary file for testing.
+
+    Args:
+        temp_dir: Temporary directory fixture
+
+    Yields:
+        Path: Path to the temporary file
+    """
+    temp_file_path = temp_dir / "test_file.txt"
+    temp_file_path.write_text("test content")
+    yield temp_file_path
+
+
+@pytest.fixture
+def mock_env_vars(monkeypatch) -> Dict[str, str]:
+    """Mock environment variables for testing.
+
+    Args:
+        monkeypatch: Pytest monkeypatch fixture
+
+    Returns:
+        Dict[str, str]: Dictionary of mocked environment variables
+    """
+    env_vars = {
+        "OPENAI_API_KEY": "test-api-key-123",
+        "AZURE_ENDPOINT": "https://test.azure.com",
+        "AZURE_OPENAI_API_VERSION": "2024-01-01",
+        "AZURE_DEPLOYMENT_NAME": "test-deployment",
+        "AZURE_OPENAI_API_KEY": "test-azure-key",
+        "FRIENDLI_TOKEN": "test-friendli-token",
+    }
+
+    for key, value in env_vars.items():
+        monkeypatch.setenv(key, value)
+
+    return env_vars
+
+
+@pytest.fixture
+def mock_openai_response() -> Dict[str, Any]:
+    """Mock OpenAI API response for testing.
+
+    Returns:
+        Dict[str, Any]: Mock response data
+    """
+    return {
+        "id": "chatcmpl-123",
+        "object": "chat.completion",
+        "created": 1677652288,
+        "model": "gpt-4",
+        "choices": [
+            {
+                "index": 0,
+                "message": {
+                    "role": "assistant",
+                    "content": "Test response",
+                },
+                "finish_reason": "stop",
+            }
+        ],
+        "usage": {
+            "prompt_tokens": 10,
+            "completion_tokens": 20,
+            "total_tokens": 30,
+        },
+    }
+
+
+@pytest.fixture
+def mock_llm_client(mock_openai_response) -> MagicMock:
+    """Mock LLM client for testing.
+
+    Args:
+        mock_openai_response: Mock OpenAI response fixture
+
+    Returns:
+        MagicMock: Mock LLM client
+    """
+    client = MagicMock()
+    client.chat.completions.create.return_value = mock_openai_response
+    return client
+
+
+@pytest.fixture
+def sample_config() -> Dict[str, Any]:
+    """Sample configuration for testing.
+
+    Returns:
+        Dict[str, Any]: Sample configuration dictionary
+    """
+    return {
+        "model_type": "openai",
+        "model_name": "gpt-4",
+        "temperature": 0.7,
+        "max_tokens": 1000,
+        "benchmark": "hotpotqa",
+        "streaming": True,
+        "logging": False,
+    }
+
+
+@pytest.fixture
+def sample_tools_config() -> list:
+    """Sample tools configuration for testing.
+
+    Returns:
+        list: List of sample tool configurations
+    """
+    return [
+        {
+            "name": "search",
+            "description": "Search for information",
+            "parameters": {
+                "query": {"type": "string", "description": "Search query"}
+            },
+        },
+        {
+            "name": "calculator",
+            "description": "Perform calculations",
+            "parameters": {
+                "expression": {"type": "string", "description": "Math expression"}
+            },
+        },
+    ]
+
+
+@pytest.fixture
+def sample_task_list() -> list:
+    """Sample task list for testing LLMCompiler parallel execution.
+
+    Returns:
+        list: List of sample tasks
+    """
+    return [
+        {
+            "id": 1,
+            "name": "task1",
+            "tool": "search",
+            "args": {"query": "test query 1"},
+            "dependencies": [],
+        },
+        {
+            "id": 2,
+            "name": "task2",
+            "tool": "search",
+            "args": {"query": "test query 2"},
+            "dependencies": [],
+        },
+        {
+            "id": 3,
+            "name": "task3",
+            "tool": "calculator",
+            "args": {"expression": "2 + 2"},
+            "dependencies": [1, 2],
+        },
+    ]
+
+
+@pytest.fixture
+def mock_dataset_path(temp_dir: Path) -> Path:
+    """Create a mock dataset file for testing.
+
+    Args:
+        temp_dir: Temporary directory fixture
+
+    Returns:
+        Path: Path to the mock dataset file
+    """
+    dataset_file = temp_dir / "test_dataset.json"
+    dataset_file.write_text('{"questions": ["What is AI?", "How does ML work?"]}')
+    return dataset_file
+
+
+@pytest.fixture(autouse=True)
+def reset_environment():
+    """Reset environment state between tests.
+
+    This fixture runs automatically for all tests to ensure clean state.
+    """
+    # Store original environment
+    original_env = os.environ.copy()
+
+    yield
+
+    # Restore original environment
+    os.environ.clear()
+    os.environ.update(original_env)
+
+
+@pytest.fixture
+def mock_function_registry() -> Dict[str, callable]:
+    """Mock function registry for testing tool execution.
+
+    Returns:
+        Dict[str, callable]: Dictionary mapping function names to mock callables
+    """
+    def mock_search(query: str) -> str:
+        return f"Search results for: {query}"
+
+    def mock_calculator(expression: str) -> str:
+        return "42"
+
+    def mock_get_weather(location: str) -> str:
+        return f"Weather for {location}: Sunny, 72°F"
+
+    return {
+        "search": mock_search,
+        "calculator": mock_calculator,
+        "get_weather": mock_get_weather,
+    }
+
+
+@pytest.fixture
+def capture_logs(caplog):
+    """Capture log messages during tests.
+
+    Args:
+        caplog: Pytest caplog fixture
+
+    Returns:
+        caplog: Configured caplog fixture
+    """
+    import logging
+    caplog.set_level(logging.DEBUG)
+    return caplog
diff --git a/tests/integration/__init__.py b/tests/integration/__init__.py
new file mode 100644
index 0000000..588388a
--- /dev/null
+++ b/tests/integration/__init__.py
@@ -0,0 +1 @@
+"""Integration tests for LLMCompiler."""
diff --git a/tests/test_infrastructure.py b/tests/test_infrastructure.py
new file mode 100644
index 0000000..f86b14e
--- /dev/null
+++ b/tests/test_infrastructure.py
@@ -0,0 +1,150 @@
+"""Validation tests to verify the testing infrastructure is properly configured."""
+
+import os
+import sys
+from pathlib import Path
+
+import pytest
+
+
+class TestInfrastructure:
+    """Test suite to validate testing infrastructure setup."""
+
+    def test_pytest_working(self):
+        """Verify pytest is properly installed and functioning."""
+        assert True
+
+    def test_python_version(self):
+        """Verify Python version meets requirements."""
+        version_info = sys.version_info
+        assert version_info.major == 3
+        assert version_info.minor >= 10, "Python 3.10 or higher is required"
+
+    def test_project_structure(self):
+        """Verify project structure is correct."""
+        project_root = Path(__file__).parent.parent
+        assert (project_root / "src").exists(), "src directory should exist"
+        assert (project_root / "tests").exists(), "tests directory should exist"
+        assert (project_root / "pyproject.toml").exists(), "pyproject.toml should exist"
+
+    def test_source_directory_accessible(self):
+        """Verify source directory is in Python path."""
+        project_root = Path(__file__).parent.parent
+        src_path = str(project_root / "src")
+        # Either in path or importable
+        assert src_path in sys.path or (project_root / "src").exists()
+
+
+class TestFixtures:
+    """Test suite to validate pytest fixtures are working correctly."""
+
+    def test_temp_dir_fixture(self, temp_dir):
+        """Verify temp_dir fixture creates a valid directory."""
+        assert temp_dir.exists()
+        assert temp_dir.is_dir()
+
+    def test_temp_file_fixture(self, temp_file):
+        """Verify temp_file fixture creates a valid file."""
+        assert temp_file.exists()
+        assert temp_file.is_file()
+        assert temp_file.read_text() == "test content"
+
+    def test_mock_env_vars_fixture(self, mock_env_vars):
+        """Verify mock_env_vars fixture sets environment variables."""
+        assert "OPENAI_API_KEY" in mock_env_vars
+        assert os.getenv("OPENAI_API_KEY") == "test-api-key-123"
+
+    def test_sample_config_fixture(self, sample_config):
+        """Verify sample_config fixture provides valid configuration."""
+        assert isinstance(sample_config, dict)
+        assert "model_type" in sample_config
+        assert "model_name" in sample_config
+
+    def test_sample_tools_config_fixture(self, sample_tools_config):
+        """Verify sample_tools_config fixture provides valid tools."""
+        assert isinstance(sample_tools_config, list)
+        assert len(sample_tools_config) > 0
+        assert "name" in sample_tools_config[0]
+
+    def test_sample_task_list_fixture(self, sample_task_list):
+        """Verify sample_task_list fixture provides valid tasks."""
+        assert isinstance(sample_task_list, list)
+        assert len(sample_task_list) > 0
+        assert "id" in sample_task_list[0]
+        assert "dependencies" in sample_task_list[0]
+
+    def test_mock_function_registry_fixture(self, mock_function_registry):
+        """Verify mock_function_registry fixture provides callable functions."""
+        assert isinstance(mock_function_registry, dict)
+        assert "search" in mock_function_registry
+        assert callable(mock_function_registry["search"])
+        result = mock_function_registry["search"]("test query")
+        assert "test query" in result
+
+
+class TestPytestMarkers:
+    """Test suite to validate pytest markers are configured correctly."""
+
+    @pytest.mark.unit
+    def test_unit_marker(self):
+        """Verify unit marker works."""
+        assert True
+
+    @pytest.mark.integration
+    def test_integration_marker(self):
+        """Verify integration marker works."""
+        assert True
+
+    @pytest.mark.slow
+    def test_slow_marker(self):
+        """Verify slow marker works."""
+        assert True
+
+
+class TestMocking:
+    """Test suite to validate pytest-mock is working correctly."""
+
+    def test_mocker_fixture(self, mocker):
+        """Verify mocker fixture from pytest-mock is available."""
+        mock_func = mocker.MagicMock(return_value="mocked")
+        result = mock_func()
+        assert result == "mocked"
+        mock_func.assert_called_once()
+
+    def test_mock_patch(self, mocker):
+        """Verify mocker can patch functions."""
+        mock_open = mocker.patch("builtins.open", mocker.mock_open(read_data="test"))
+        with open("dummy.txt") as f:
+            content = f.read()
+        assert content == "test"
+
+
+class TestCoverage:
+    """Test suite to validate coverage tracking is working."""
+
+    def test_coverage_tracking(self):
+        """Verify tests run with coverage enabled.
+
+        This test will be included in coverage reports.
+        """
+        def sample_function(x, y):
+            """Sample function for coverage testing."""
+            return x + y
+
+        result = sample_function(2, 3)
+        assert result == 5
+
+    def test_multiple_branches(self):
+        """Test multiple code branches for coverage."""
+        def conditional_function(value):
+            """Function with conditional branches."""
+            if value > 0:
+                return "positive"
+            elif value < 0:
+                return "negative"
+            else:
+                return "zero"
+
+        assert conditional_function(5) == "positive"
+        assert conditional_function(-5) == "negative"
+        assert conditional_function(0) == "zero"
diff --git a/tests/unit/__init__.py b/tests/unit/__init__.py
new file mode 100644
index 0000000..bbec8cb
--- /dev/null
+++ b/tests/unit/__init__.py
@@ -0,0 +1 @@
+"""Unit tests for LLMCompiler."""