diff --git a/.github/workflows/linter.yaml b/.github/workflows/linter.yaml
new file mode 100644
index 0000000..aa0949d
--- /dev/null
+++ b/.github/workflows/linter.yaml
@@ -0,0 +1,16 @@
+name: Linter
+
+on: [pull_request]
+
+jobs:
+    lint-test:
+        runs-on: ubuntu-latest
+
+        steps:
+            - uses: actions/checkout@v2
+            - name: Lint
+              uses: chartboost/ruff-action@v1
+            - name: Check Format
+              uses: chartboost/ruff-action@v1
+              with:
+                  args: 'format --check'
diff --git a/.github/workflows/publish_package.yaml b/.github/workflows/publish_package.yaml
new file mode 100644
index 0000000..6bbb2e7
--- /dev/null
+++ b/.github/workflows/publish_package.yaml
@@ -0,0 +1,62 @@
+name: Build and Publish Package
+
+on:
+  push:
+    tags: ['*']
+
+jobs:
+    build-and-publish:
+        runs-on: ubuntu-latest
+        name: Build and Publish Package
+        if: startsWith(github.ref, 'refs/tags/')
+
+        steps:
+        - name: Check out the code
+          uses: actions/checkout@v4
+        - name: Set up Python
+          uses: actions/setup-python@v5
+          with:
+            python-version: '3.13'
+        - name: Install dependencies
+          run: pip install twine build
+        - name: Build the package
+          run: python -m build
+        - name: Upload package to artifact
+          uses: actions/upload-artifact@v4
+          with:
+            name: python-package-distributions
+            path: dist/
+        - name: Add PyPI Config
+          run: echo ${{ secrets.PYRC_CONFIG }} | base64 -d > ~/.pypirc
+        - name: Publish package to PyPI
+          run: twine upload --repository forwarder dist/*
+
+    sign-release:
+        runs-on: ubuntu-latest
+        name: Sign and Release the Package to GitHub
+        needs: build-and-publish
+
+        permissions:
+            contents: write
+            id-token: write
+
+        steps:
+        - name: Download the package distributions
+          uses: actions/download-artifact@v4
+          with:
+            name: python-package-distributions
+            path: dist/
+        - name: Sign the dists with Sigstore
+          uses: sigstore/gh-action-sigstore-python@v3.0.0
+          with:
+            inputs:
+                ./dist/*.tar.gz
+                ./dist/*.whl
+        - name: Create GitHub Release
+          env:
+            GITHUB_TOKEN: ${{ github.token }}
+          run: gh release create '${{ github.ref_name }}' --repo '${{ github.repository }}' --generate-notes
+        - name: Upload artifact signatures to GitHub Release
+          env:
+            GITHUB_TOKEN: ${{ github.token }}
+          run: gh release upload '${{ github.ref_name }}' --repo '${{ github.repository }}' dist/**
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..9717491
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,134 @@
+# Created by .ignore support plugin (hsz.mobi)
+### Python template
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+/.idea
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+.vscode/settings.json
+.vscode
+
+data
+.env
+assets
+__pycache__
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..cd11f4f
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,14 @@
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v6.0.0
+    hooks:
+    -   id: end-of-file-fixer
+    -   id: trailing-whitespace
+    -   id: requirements-txt-fixer
+-   repo: https://github.com/charliermarsh/ruff-pre-commit
+    rev: v0.13.0
+    hooks:
+    -   id: ruff
+        args:
+        - --fix
+    -   id: ruff-format
diff --git a/.python-version b/.python-version
new file mode 100644
index 0000000..e4fba21
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.12
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..719966a
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,85 @@
+[project]
+name = "mem-db-utils"
+version = "0.1.0"
+description = "Python package for in memory database to be used for cache, fast-access storages."
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "pydantic>=2.11.7",
+    "pydantic-settings>=2.10.1",
+    "python-dotenv>=1.1.1",
+    "redis>=6.2.0",
+]
+authors = [{ name = "Faizan Azim", email = "faizanazim11@gmail.com" }]
+
+[[tool.uv.index]]
+name = "prismatica-pypi"
+url = "https://readUser:hh(iBaf71$icV63@pypi.prismatica.in/simple"
+
+[build-system]
+requires = ["uv_build>=0.8.0,<0.9"]
+build-backend = "uv_build"
+
+[dependency-groups]
+dev = [
+    "coverage>=7.10.2",
+    "pre-commit>=4.2.0",
+    "pytest>=8.4.1",
+    "pytest-cov>=6.2.1",
+    "pytest-dotenv>=0.5.2",
+]
+
+[tool.pytest.ini_options]
+pythonpath = ["src", "."]
+env_files = [".env"]
+
+[tool.ruff]
+lint.select = [
+    "E", # pycodestyle errors
+    "W", # pycodestyle warnings
+    "F", # pyflakes
+    "I", # isort
+    "C", # flake8-comprehensions
+    "B", # flake8-bugbear
+]
+lint.ignore = [
+    # "E501", # line too long, handled by black
+    "B008", # do not perform function calls in argument defaults
+    "C901", # too complex
+    "E402",
+    "B904",
+    "B905",
+    "B009",
+    "C417",
+
+]
+line-length = 120
+target-version = "py312"
+
+[tool.ruff.lint.per-file-ignores]
+"__init__.py" = ["F401"]
+
+[tool.ruff.lint.pyupgrade]
+keep-runtime-typing = true
+
+[tool.coverage.report]
+precision = 2
+fail_under = 50
+show_missing = true
+skip_covered = true
+exclude_lines = [
+    "pragma: no cover",
+    "pragma: nocover",
+    "if TYPE_CHECKING:",
+    "if typing.TYPE_CHECKING:",
+    "raise NotImplementedError",
+]
+
+[tool.coverage.run]
+omit = [
+    "*/tests/*",
+    "*/src/constants/*",
+    "*/src/db/*",
+    "app.py",
+    "main.py",
+]
diff --git a/rules/project_guidelines.mdc b/rules/project_guidelines.mdc
new file mode 100644
index 0000000..55fe5d0
--- /dev/null
+++ b/rules/project_guidelines.mdc
@@ -0,0 +1,170 @@
+# Project Guidelines - mem-db-utils
+
+## Project Overview
+This is a Python library package (`mem-db-utils`) for in-memory database utilities, designed for cache and fast-access storage solutions. The project supports multiple in-memory database types including Redis, Memcached, Dragonfly, and Valkey.
+
+## Project Structure and Organization
+
+### Core Structure
+```
+mem-db-utils/
+├── LICENSE                 # Project license
+├── pyproject.toml         # Project configuration and dependencies
+├── README.md              # Feature documentation and usage guide
+├── uv.lock               # Dependency lock file (managed by uv)
+├── rules/
+│   └── project_guidelines.mdc  # This file - agent rules
+├── src/
+│   └── mem_db_utils/
+│       ├── __init__.py    # Main library code and entry point
+│       ├── config.py      # Environment configurations
+│       └── py.typed       # Type hints marker
+└── tests/
+    ├── conftest.py        # Test configuration
+    └── test_*.py          # Test files
+```
+
+## Configuration Management
+
+### pyproject.toml - Central Configuration Hub
+- **Project metadata**: Name, version, description, authors, Python version requirements
+- **Dependencies**: Production and development dependencies
+- **Build system**: Uses `uv_build` as the build backend
+- **Ruff configuration**: Linting rules, line length (120), target Python version (3.12)
+- **Pytest configuration**: Test discovery paths and options
+- **PyPI publishing**: Metadata for package distribution
+
+### Key Configuration Rules:
+- All project configurations MUST be centralized in `pyproject.toml`
+- Dependencies are managed through `uv` package manager
+- Development dependencies go in `[dependency-groups.dev]`
+- Production dependencies go in `[project.dependencies]`
+
+## Source Code Organization
+
+### src/mem_db_utils/ Directory
+- **Purpose**: Contains all production source code
+- **Entry Point**: `__init__.py` contains the main `MemDBConnector` class
+- **Configuration**: `config.py` handles environment variables and database configurations
+- **Type Safety**: `py.typed` indicates the package supports type hints
+
+### Code Structure Rules:
+- Main library functionality MUST be in `src/mem_db_utils/__init__.py`
+- Environment and database configurations MUST be in `src/mem_db_utils/config.py`
+- Use Pydantic for configuration management with validation
+- Support multiple database types through enum (`DBType`)
+- Follow type hints best practices (package includes `py.typed`)
+
+## Configuration Management (`config.py`)
+
+### Environment Variables:
+- `db_url`: Database connection URL
+- `db_type`: Database type (auto-detected from URL if not provided)
+- `redis_connection_type`: Redis connection type
+- `redis_master_service`: Redis Sentinel master service name
+- `db_timeout`: Connection timeout (default: 30 seconds)
+
+### Configuration Rules:
+- Use `pydantic-settings` for environment variable management
+- Implement automatic database type detection from connection URL
+- Provide sensible defaults where applicable
+- Validate configuration values using Pydantic validators
+- Do not change configuration style. Use python-dotenv to load environment variables from `.env` files and mock them in tests.
+- Project uses pytest-dotenv to load environment variables from `.env` files during testing.
+
+## Testing Guidelines
+
+### Test Structure:
+- **Location**: All tests in `tests/` directory
+- **Configuration**: `tests/conftest.py` for shared test setup
+- **Naming**: Test files follow `test_*.py` pattern
+- **Scope**: Simple, focused tests covering essential functionality
+
+### Testing Rules:
+- Tests MUST be simple and focused - no overly complex test scenarios
+- Include only necessary test cases that validate core functionality
+- Use `conftest.py` for shared fixtures and test configuration
+- Test coverage should focus on critical paths and error handling
+- Connect to databases for all tests that require database interaction
+- Databases are available at {Redis:redis://localhost:6379/0, Memcached:memcached://localhost:11211, Dragonfly:dragonfly://default:dragonfly123@localhost:6380, Valkey:valkey://localhost:6381}
+
+## Documentation Standards
+
+### README.md Requirements:
+- **Primary Purpose**: Feature documentation and usage examples
+- **Content**: Installation instructions, usage examples, API documentation
+- **Format**: Clear, concise Markdown with code examples
+- **Maintenance**: Keep synchronized with actual functionality
+
+### Documentation Rules:
+- Feature documentation MUST be in `README.md`
+- Include practical usage examples
+- Document all public APIs and configuration options
+- Provide installation and setup instructions
+- Include troubleshooting section if applicable
+
+## Package Management with uv
+
+### uv Package Manager:
+- **Primary tool**: All dependency management through `uv`
+- **Lock file**: `uv.lock` tracks exact dependency versions
+- **Installation**: `uv sync` for development setup
+- **Build**: Uses `uv_build` backend defined in `pyproject.toml`
+
+### Package Management Rules:
+- Use `uv add` for adding new dependencies
+- Use `uv add --dev` for development dependencies
+- Never manually edit `uv.lock` - let uv manage it
+- Commit `uv.lock` to version control for reproducible builds
+- Use `uv sync` to install dependencies in new environments
+
+## Code Quality Standards
+
+### Ruff Configuration:
+- **Line length**: 120 characters maximum
+- **Target Python**: 3.12+
+- **Enabled rules**: pycodestyle, pyflakes, isort, flake8-comprehensions, flake8-bugbear
+- **Per-file ignores**: `__init__.py` allows unused imports (F401)
+
+### Quality Rules:
+- Follow PEP 8 style guidelines with 120-character line limit
+- Use type hints throughout the codebase
+- Implement proper error handling and validation
+- Follow single responsibility principle for classes and functions
+- Use meaningful variable and function names
+
+## Development Workflow
+
+### Setup Process:
+1. Clone repository
+2. Run `uv sync` to install dependencies
+3. Install pre-commit hooks if using version control
+4. Configure environment variables as needed
+
+### Development Rules:
+- Install package in development mode: `uv pip install -e .`
+- Run tests with: `pytest`
+- Use `pre-commit` for code quality checks
+- Update `README.md` when adding new features
+- Follow semantic versioning for releases
+
+## Library Distribution
+
+### Installable Package:
+- **Type**: Installable Python library
+- **Distribution**: Via PyPI (configured in `pyproject.toml`)
+- **Installation**: `pip install mem-db-utils` or `uv add mem-db-utils`
+
+### Distribution Rules:
+- Package MUST be installable via pip/uv
+- Version numbers follow semantic versioning (MAJOR.MINOR.PATCH)
+- Include all necessary metadata in `pyproject.toml`
+- Ensure proper build configuration with `uv_build`
+
+## Security and Best Practices
+
+### Environment Security:
+- Never commit sensitive configuration values
+- Use environment variables for database credentials
+- Implement proper connection timeout handling
+- Validate all user inputs through Pydantic
diff --git a/src/mem_db_utils/__init__.py b/src/mem_db_utils/__init__.py
new file mode 100644
index 0000000..d6f3f97
--- /dev/null
+++ b/src/mem_db_utils/__init__.py
@@ -0,0 +1,55 @@
+from urllib.parse import urlparse
+
+import redis
+
+from mem_db_utils.config import DBConfig, DBType
+
+
+class MemDBConnector:
+    __slots__ = ("uri", "db_type", "connection_type", "service")
+
+    def __init__(self, redis_type: str = None, master_service: str = None):
+        self.uri = DBConfig.db_url
+        self.db_type = DBConfig.db_type
+        self.service = None
+        self.connection_type = None
+        if self.db_type == DBType.REDIS:
+            self.connection_type = redis_type or DBConfig.redis_connection_type
+            self.service = master_service or DBConfig.redis_master_service
+
+    def connect(self, db: int = 0, **kwargs):
+        """
+        The connect function is used to connect to a MemDB instance.
+
+        :param self: Represent the instance of the class
+        :param db: int: Specify the database number to connect to
+        :return: A connection object
+        """
+        if self.connection_type == "sentinel":
+            return self._sentinel(db=db, **kwargs)
+        return redis.from_url(url=self.uri, db=db, decode_responses=kwargs.get("decode_response", True))
+
+    def _sentinel(self, db: int, **kwargs):
+        """
+        The _sentinel function is used to connect to a Redis Sentinel service.
+
+        :param self: Bind the method to an instance of the class
+        :param db: int: Select the database to connect to
+        :return: A connection object
+        """
+        parsed_uri = urlparse(self.uri)
+        sentinel_host = parsed_uri.hostname
+        sentinel_port = parsed_uri.port
+        redis_password = parsed_uri.password
+        sentinel_hosts = [(sentinel_host, sentinel_port)]
+
+        sentinel = redis.Sentinel(
+            sentinel_hosts,
+            socket_timeout=kwargs.get("timeout", DBConfig.db_timeout),
+            password=redis_password,
+        )
+
+        # Connect to the Redis Sentinel master service and select the specified database
+        connection_object = sentinel.master_for(self.service, decode_responses=kwargs.get("decode_response", True))
+        connection_object.select(db)
+        return connection_object
diff --git a/src/mem_db_utils/config.py b/src/mem_db_utils/config.py
new file mode 100644
index 0000000..fc7a835
--- /dev/null
+++ b/src/mem_db_utils/config.py
@@ -0,0 +1,48 @@
+from enum import StrEnum
+from typing import Optional
+
+from pydantic import ConfigDict, ValidationInfo, field_validator
+from pydantic_settings import BaseSettings
+
+
+class DBType(StrEnum):
+    REDIS = "redis"
+    MEMCACHED = "memcached"
+    DRAGONFLY = "dragonfly"
+    VALKEY = "valkey"
+
+
+class _DBConfig(BaseSettings):
+    db_url: str
+    db_type: Optional[DBType] = None
+    redis_connection_type: Optional[str] = None
+    redis_master_service: Optional[str] = None
+    db_timeout: Optional[int] = 30
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+
+    @field_validator("db_type")
+    def validate_db_type(cls, value: Optional[DBType], info: ValidationInfo) -> Optional[DBType]:
+        if value is None:
+            conn_protocol = info.data.get("db_url", "").split("://")[0]
+            match conn_protocol:
+                case "redis":
+                    return DBType.REDIS
+                case "memcached":
+                    return DBType.MEMCACHED
+                case "dragonfly":
+                    return DBType.DRAGONFLY
+                case "valkey":
+                    return DBType.VALKEY
+                case _:
+                    raise ValueError(f"Unsupported connection protocol: {conn_protocol}")
+        return value
+
+
+# This should not be modified. The env variables are loaded from .env files or system environment.
+# No Lazy loading is used here to ensure the config is always available.
+DBConfig = _DBConfig()
+
+__all__ = ["DBType", "DBConfig"]
diff --git a/src/mem_db_utils/py.typed b/src/mem_db_utils/py.typed
new file mode 100644
index 0000000..e69de29
diff --git a/tests/conftest.py b/tests/conftest.py
new file mode 100644
index 0000000..c5619ed
--- /dev/null
+++ b/tests/conftest.py
@@ -0,0 +1,24 @@
+"""Test configuration and shared fixtures for mem-db-utils tests."""
+
+from unittest.mock import MagicMock
+
+import pytest
+
+
+@pytest.fixture
+def mock_redis_connection():
+    """Mock Redis connection for testing."""
+    mock_conn = MagicMock()
+    mock_conn.ping.return_value = True
+    mock_conn.select.return_value = True
+    return mock_conn
+
+
+@pytest.fixture
+def mock_sentinel():
+    """Mock Redis Sentinel for testing."""
+    mock_sentinel = MagicMock()
+    mock_master = MagicMock()
+    mock_master.select.return_value = True
+    mock_sentinel.master_for.return_value = mock_master
+    return mock_sentinel
diff --git a/tests/test_config.py b/tests/test_config.py
new file mode 100644
index 0000000..5b4f896
--- /dev/null
+++ b/tests/test_config.py
@@ -0,0 +1,99 @@
+"""Tests for the config module."""
+
+import os
+from unittest.mock import patch
+
+import pytest
+from pydantic import ValidationError
+
+from mem_db_utils.config import DBType, _DBConfig
+
+
+class TestDBType:
+    """Test the DBType enum."""
+
+    def test_db_type_values(self):
+        """Test that DBType has correct values."""
+        assert DBType.REDIS == "redis"
+        assert DBType.MEMCACHED == "memcached"
+        assert DBType.DRAGONFLY == "dragonfly"
+        assert DBType.VALKEY == "valkey"
+
+    def test_db_type_enum_members(self):
+        """Test that all expected enum members exist."""
+        expected_types = {"redis", "memcached", "dragonfly", "valkey"}
+        actual_types = {db_type.value for db_type in DBType}
+        assert actual_types == expected_types
+
+
+class TestDBConfig:
+    """Test the DBConfig class."""
+
+    def test_config_with_explicit_db_type(self):
+        """Test configuration with explicitly set db_type."""
+        with patch.dict(os.environ, {"DB_URL": "redis://localhost:6379/0", "DB_TYPE": "redis"}):
+            config = _DBConfig()
+            assert config.db_url == "redis://localhost:6379/0"
+            assert config.db_type == DBType.REDIS
+            assert config.db_timeout == 30
+
+    def test_config_auto_detect_from_url(self, monkeypatch):
+        """Test automatic detection of database type from URL."""
+        test_cases = [
+            ("redis://localhost:6379/0", DBType.REDIS),
+            ("memcached://localhost:11211", DBType.MEMCACHED),
+            ("dragonfly://localhost:6380", DBType.DRAGONFLY),
+            ("valkey://localhost:6381", DBType.VALKEY),
+        ]
+
+        for url, expected_type in test_cases:
+            config = _DBConfig(db_url=url, db_type=None)
+            assert config.db_type == expected_type
+
+    def test_config_unsupported_protocol(self):
+        """Test that unsupported protocols raise ValueError."""
+        with pytest.raises(ValueError) as exc_info:
+            _DBConfig(db_url="mysql://localhost:3306", db_type=None)
+
+            # Check that the error message mentions unsupported protocol
+            error_msg = str(exc_info.value)
+            assert "Unsupported connection protocol" in error_msg
+
+    def test_config_optional_settings(self):
+        """Test optional configuration settings."""
+        with patch.dict(
+            os.environ,
+            {
+                "DB_URL": "redis://localhost:6379/0",
+                "REDIS_CONNECTION_TYPE": "sentinel",
+                "REDIS_MASTER_SERVICE": "mymaster",
+                "DB_TIMEOUT": "60",
+            },
+        ):
+            config = _DBConfig()
+            assert config.redis_connection_type == "sentinel"
+            assert config.redis_master_service == "mymaster"
+            assert config.db_timeout == 60
+
+    def test_config_defaults(self):
+        """Test default values."""
+        with patch.dict(os.environ, {"DB_URL": "redis://localhost:6379/0"}):
+            config = _DBConfig()
+            assert config.redis_connection_type is None
+            assert config.redis_master_service is None
+            assert config.db_timeout == 30
+
+    def test_config_missing_db_url(self):
+        """Test that missing DB_URL raises ValidationError."""
+        with pytest.raises(ValidationError) as exc_info:
+            _DBConfig(db_url=None, db_type="redis")
+
+        # Check that the error is about missing db_url
+        error_msg = str(exc_info.value)
+        assert "db_url" in error_msg.lower()
+
+    def test_config_override_auto_detection(self):
+        """Test that explicit db_type overrides auto-detection."""
+        with patch.dict(os.environ, {"DB_URL": "redis://localhost:6379/0", "DB_TYPE": "valkey"}):
+            config = _DBConfig()
+            assert config.db_type == DBType.VALKEY  # Overridden value
diff --git a/tests/test_connector.py b/tests/test_connector.py
new file mode 100644
index 0000000..20291c0
--- /dev/null
+++ b/tests/test_connector.py
@@ -0,0 +1,129 @@
+"""Tests for the MemDBConnector class."""
+
+from unittest.mock import MagicMock, patch
+from urllib.parse import urlparse
+
+import pytest
+
+from mem_db_utils import MemDBConnector
+from mem_db_utils.config import DBConfig, DBType
+
+
+class TestMemDBConnector:
+    """Test the MemDBConnector class."""
+
+    def test_init_with_defaults(self):
+        """Test initialization with default values from .env file."""
+        connector = MemDBConnector()
+        assert connector.uri == DBConfig.db_url
+        assert connector.db_type == DBConfig.db_type
+        assert connector.connection_type == DBConfig.redis_connection_type
+        assert connector.service == DBConfig.redis_master_service
+
+    def test_init_with_redis_type_override(self):
+        """Test initialization with Redis connection type override."""
+        connector = MemDBConnector(redis_type="sentinel")
+        if connector.db_type == DBType.REDIS:
+            assert connector.connection_type == "sentinel"
+        else:
+            assert connector.connection_type is None
+
+    def test_init_with_master_service_override(self):
+        """Test initialization with master service override."""
+        connector = MemDBConnector(master_service="mymaster")
+        if connector.db_type == DBType.REDIS:
+            assert connector.service == "mymaster"
+        else:
+            assert connector.service is None
+
+    @patch("redis.from_url")
+    def test_connect_direct_connection(self, mock_from_url):
+        """Test direct database connection."""
+        mock_connection = MagicMock()
+        mock_from_url.return_value = mock_connection
+
+        connector = MemDBConnector()
+        # Only test direct connection if not using sentinel
+        if connector.connection_type != "sentinel":
+            result = connector.connect(db=1)
+
+            mock_from_url.assert_called_once_with(url=DBConfig.db_url, db=1, decode_responses=True)
+            assert result == mock_connection
+
+    @patch("redis.from_url")
+    def test_connect_with_custom_kwargs(self, mock_from_url):
+        """Test connection with custom keyword arguments."""
+        mock_connection = MagicMock()
+        mock_from_url.return_value = mock_connection
+
+        connector = MemDBConnector()
+        if connector.connection_type != "sentinel":
+            result = connector.connect(db=2, decode_response=False)
+
+            mock_from_url.assert_called_once_with(url=DBConfig.db_url, db=2, decode_responses=False)
+            assert result == mock_connection
+
+    @patch("redis.Sentinel")
+    def test_connect_sentinel(self, mock_sentinel_class):
+        """Test Redis Sentinel connection when configured."""
+        mock_sentinel = MagicMock()
+        mock_master = MagicMock()
+        mock_sentinel.master_for.return_value = mock_master
+        mock_sentinel_class.return_value = mock_sentinel
+
+        connector = MemDBConnector()
+        if connector.connection_type == "sentinel" and connector.db_type == DBType.REDIS:
+            result = connector.connect(db=3)
+
+            # Verify Sentinel was created with correct parameters
+            parsed_uri = urlparse(DBConfig.db_url)
+            expected_hosts = [(parsed_uri.hostname, parsed_uri.port)]
+
+            mock_sentinel_class.assert_called_once_with(
+                expected_hosts, socket_timeout=DBConfig.db_timeout, password=parsed_uri.password
+            )
+
+            # Verify master connection was requested
+            mock_sentinel.master_for.assert_called_once_with(DBConfig.redis_master_service, decode_responses=True)
+
+            # Verify database selection
+            mock_master.select.assert_called_once_with(3)
+            assert result == mock_master
+
+    @patch("redis.from_url")
+    def test_connect_default_db(self, mock_from_url):
+        """Test connection with default database (0)."""
+        mock_connection = MagicMock()
+        mock_from_url.return_value = mock_connection
+
+        connector = MemDBConnector()
+        if connector.connection_type != "sentinel":
+            result = connector.connect()  # No db parameter
+
+            mock_from_url.assert_called_once_with(
+                url=DBConfig.db_url,
+                db=0,  # Default value
+                decode_responses=True,
+            )
+            assert result == mock_connection
+
+    def test_slots_attribute(self):
+        """Test that the class uses __slots__ for memory efficiency."""
+        connector = MemDBConnector()
+
+        # Check that __slots__ is defined
+        assert hasattr(MemDBConnector, "__slots__")
+        expected_slots = ("uri", "db_type", "connection_type", "service")
+        assert MemDBConnector.__slots__ == expected_slots
+
+        # Verify we can't add arbitrary attributes
+        with pytest.raises(AttributeError):
+            connector.new_attribute = "test"
+
+    def test_non_redis_db_type_behavior(self):
+        """Test connector behavior with non-Redis database types."""
+        connector = MemDBConnector()
+        if connector.db_type != DBType.REDIS:
+            # For non-Redis databases, connection_type and service should be None
+            assert connector.connection_type is None
+            assert connector.service is None
diff --git a/tests/test_integration.py b/tests/test_integration.py
new file mode 100644
index 0000000..45f7850
--- /dev/null
+++ b/tests/test_integration.py
@@ -0,0 +1,144 @@
+"""Integration tests for MemDBConnector with real database connections.
+
+These tests use the database configuration from the .env file.
+The tests will work with any supported database type (Redis, Memcached, Dragonfly, Valkey).
+"""
+
+import pytest
+
+from mem_db_utils import MemDBConnector
+from mem_db_utils.config import DBConfig, DBType
+
+
+class TestMemDBConnectorIntegration:
+    """Integration tests with real database connections."""
+
+    def test_database_connection(self):
+        """Test connection to the configured database."""
+        connector = MemDBConnector()
+
+        try:
+            conn = connector.connect(db=0)
+            # Test basic operations - works for Redis-compatible databases
+            if connector.db_type in [DBType.REDIS, DBType.DRAGONFLY, DBType.VALKEY]:
+                result = conn.ping()
+                assert result is True
+
+                # Test set/get operations
+                conn.set("test_key", "test_value")
+                value = conn.get("test_key")
+                assert value == "test_value"
+
+                # Cleanup
+                conn.delete("test_key")
+            else:
+                # For other database types, just verify connection exists
+                assert conn is not None
+
+        except Exception as e:
+            pytest.skip(f"Database not available at {DBConfig.db_url}: {e}")
+
+    def test_database_with_different_db_number(self):
+        """Test connection with different database number (Redis-compatible only)."""
+        connector = MemDBConnector()
+
+        # Only test database selection for Redis-compatible databases
+        if connector.db_type not in [DBType.REDIS, DBType.DRAGONFLY, DBType.VALKEY]:
+            pytest.skip(f"Database selection not supported for {connector.db_type}")
+
+        try:
+            conn = connector.connect(db=1)
+            result = conn.ping()
+            assert result is True
+
+            # Verify we're on database 1
+            conn.set("db_test", "db1")
+
+            # Connect to db 0 and verify key doesn't exist there
+            conn_db0 = connector.connect(db=0)
+            assert conn_db0.get("db_test") is None
+
+            # Cleanup
+            conn.delete("db_test")
+
+        except Exception as e:
+            pytest.skip(f"Database not available at {DBConfig.db_url}: {e}")
+
+    def test_auto_type_detection(self):
+        """Test automatic type detection from URL."""
+        connector = MemDBConnector()
+        assert connector.db_type == DBConfig.db_type
+        assert connector.uri == DBConfig.db_url
+
+    def test_connection_with_decode_responses_false(self):
+        """Test connection with decode_responses=False (Redis-compatible only)."""
+        connector = MemDBConnector()
+
+        # Only test for Redis-compatible databases
+        if connector.db_type not in [DBType.REDIS, DBType.DRAGONFLY, DBType.VALKEY]:
+            pytest.skip(f"decode_responses not applicable for {connector.db_type}")
+
+        try:
+            conn = connector.connect(db=0, decode_response=False)
+
+            # Set a value
+            conn.set("bytes_test", "test_value")
+
+            # Get value should return bytes
+            value = conn.get("bytes_test")
+            assert isinstance(value, bytes)
+            assert value == b"test_value"
+
+            # Cleanup
+            conn.delete("bytes_test")
+
+        except Exception as e:
+            pytest.skip(f"Database not available at {DBConfig.db_url}: {e}")
+
+    def test_connection_timeout_configuration(self):
+        """Test connection with configured timeout."""
+        connector = MemDBConnector()
+
+        try:
+            # This should work with the configured timeout
+            conn = connector.connect(db=0)
+            if connector.db_type in [DBType.REDIS, DBType.DRAGONFLY, DBType.VALKEY]:
+                result = conn.ping()
+                assert result is True
+            else:
+                assert conn is not None
+
+        except Exception as e:
+            pytest.skip(f"Database not available at {DBConfig.db_url}: {e}")
+
+    @pytest.mark.skip(reason="Requires Redis Sentinel setup")
+    def test_sentinel_connection_integration(self):
+        """Test Redis Sentinel connection (requires Sentinel setup)."""
+        connector = MemDBConnector()
+
+        if connector.db_type != DBType.REDIS or connector.connection_type != "sentinel":
+            pytest.skip("Test requires Redis Sentinel configuration")
+
+        try:
+            conn = connector.connect(db=0)
+            result = conn.ping()
+            assert result is True
+
+        except Exception as e:
+            pytest.skip(f"Redis Sentinel not available: {e}")
+
+    def test_error_handling_with_invalid_db_number(self):
+        """Test error handling with invalid database number."""
+        connector = MemDBConnector()
+
+        # Only test for Redis-compatible databases that support db selection
+        if connector.db_type not in [DBType.REDIS, DBType.DRAGONFLY, DBType.VALKEY]:
+            pytest.skip(f"Database selection not supported for {connector.db_type}")
+
+        try:
+            # Try to connect to a very high database number that likely doesn't exist
+            with pytest.raises(Exception):  # noqa
+                conn = connector.connect(db=999)
+                conn.ping()
+        except Exception as e:
+            pytest.skip(f"Database not available for error testing: {e}")
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index 0000000..2bbd458
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