diff --git a/.github/workflows/code-quality.yml b/.github/workflows/code-quality.yml
new file mode 100644
index 0000000..e5a06cd
--- /dev/null
+++ b/.github/workflows/code-quality.yml
@@ -0,0 +1,39 @@
+name: Code Quality
+
+on:
+  push:
+    branches: [ main, master, develop ]
+  pull_request:
+    branches: [ main, master, develop ]
+
+jobs:
+  code-quality:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.13"]
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Install UV
+      uses: astral-sh/setup-uv@v3
+      with:
+        enable-cache: true
+
+    - name: Install dependencies
+      run: |
+        uv sync --extra dev
+
+    - name: Run Ruff (Linting)
+      run: |
+        uv run ruff check .
+
+    - name: Run Ruff (Format Check)
+      run: |
+        uv run ruff format --check . 
\ No newline at end of file
diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
new file mode 100644
index 0000000..50394d2
--- /dev/null
+++ b/.github/workflows/pre-commit.yml
@@ -0,0 +1,56 @@
+name: Pre-commit Checks
+
+on:
+  push:
+  pull_request:
+
+jobs:
+  pre-commit:
+    runs-on: ubuntu-latest
+    name: Code Quality Gate
+    
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: "3.13"
+
+    - name: Install UV
+      uses: astral-sh/setup-uv@v3
+      with:
+        enable-cache: true
+
+    - name: Install dependencies
+      run: uv sync --extra dev
+
+    - name: Check Ruff linting
+      id: ruff-lint
+      run: |
+        echo "Running Ruff linting..."
+        if ! uv run ruff check .; then
+          echo "❌ Linting issues found!"
+          echo "Run 'uv run ruff check --fix .' to fix auto-fixable issues."
+          exit 1
+        else
+          echo "✅ No linting issues found!"
+        fi
+
+    - name: Check Ruff formatting
+      id: ruff-format
+      run: |
+        echo "Checking Ruff formatting..."
+        if ! uv run ruff format --check .; then
+          echo "❌ Format issues found!"
+          echo "Run 'uv run ruff format .' to fix formatting issues."
+          exit 1
+        else
+          echo "✅ Code format is correct!"
+        fi
+
+    - name: Success
+      if: success()
+      run: |
+        echo "🎉 All code quality checks passed!"
+        echo "Your code meets the quality standards." 
\ No newline at end of file
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..e753460
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,159 @@
+name: Release Package
+
+on:
+  workflow_dispatch:
+    inputs:
+      version_type:
+        description: 'Version bump type'
+        required: true
+        default: 'patch'
+        type: choice
+        options:
+          - patch
+          - minor
+          - major
+      custom_version:
+        description: 'Custom version (optional, overrides version_type)'
+        required: false
+        type: string
+  push:
+    tags:
+      - 'v*'
+
+jobs:
+  release:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      id-token: write
+    
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        fetch-depth: 0
+        token: ${{ secrets.GITHUB_TOKEN }}
+
+    - name: Set up Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: "3.13"
+
+    - name: Install UV
+      uses: astral-sh/setup-uv@v3
+      with:
+        enable-cache: true
+
+    - name: Install dependencies
+      run: uv sync --extra dev
+
+    - name: Configure Git
+      run: |
+        git config --local user.email "action@github.com"
+        git config --local user.name "GitHub Action"
+
+    - name: Get current version
+      id: current_version
+      run: |
+        CURRENT_VERSION=$(grep -E '^version = ' pyproject.toml | sed 's/version = "//' | sed 's/"//')
+        echo "current=$CURRENT_VERSION" >> $GITHUB_OUTPUT
+        echo "Current version: $CURRENT_VERSION"
+
+    - name: Calculate new version
+      id: new_version
+      run: |
+        CURRENT_VERSION="${{ steps.current_version.outputs.current }}"
+        
+        if [ -n "${{ github.event.inputs.custom_version }}" ]; then
+          NEW_VERSION="${{ github.event.inputs.custom_version }}"
+          echo "Using custom version: $NEW_VERSION"
+        elif [ "${{ github.event.inputs.version_type }}" = "major" ]; then
+          NEW_VERSION=$(echo $CURRENT_VERSION | awk -F. '{print $1+1".0.0"}')
+        elif [ "${{ github.event.inputs.version_type }}" = "minor" ]; then
+          NEW_VERSION=$(echo $CURRENT_VERSION | awk -F. '{print $1"."$2+1".0"}')
+        else
+          # patch (default)
+          NEW_VERSION=$(echo $CURRENT_VERSION | awk -F. '{print $1"."$2"."$3+1}')
+        fi
+        
+        echo "new=$NEW_VERSION" >> $GITHUB_OUTPUT
+        echo "New version: $NEW_VERSION"
+
+    - name: Update version in pyproject.toml
+      if: github.event_name == 'workflow_dispatch'
+      run: |
+        NEW_VERSION="${{ steps.new_version.outputs.new }}"
+        sed -i "s/version = \".*\"/version = \"$NEW_VERSION\"/" pyproject.toml
+        echo "Updated pyproject.toml with version $NEW_VERSION"
+
+    - name: Run pre-commit checks
+      run: |
+        echo "Running code quality checks..."
+        uv run ruff check .
+        uv run ruff format --check .
+
+    - name: Build package
+      run: |
+        echo "Building package..."
+        uv build
+
+    - name: Check package
+      run: |
+        echo "Checking built package..."
+        ls -la dist/
+        uv run python -m twine check dist/*
+
+    - name: Commit version bump
+      if: github.event_name == 'workflow_dispatch'
+      run: |
+        NEW_VERSION="${{ steps.new_version.outputs.new }}"
+        git add pyproject.toml uv.lock
+        git commit -m "Bump version to $NEW_VERSION" || echo "No changes to commit"
+        git tag "v$NEW_VERSION"
+        git push origin HEAD
+        git push origin "v$NEW_VERSION"
+
+    - name: Publish to PyPI
+      if: startsWith(github.ref, 'refs/tags/v') || github.event_name == 'workflow_dispatch'
+      env:
+        TWINE_USERNAME: __token__
+        TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
+      run: |
+        echo "Publishing to PyPI..."
+        uv run python -m twine upload dist/*
+
+    - name: Create GitHub Release
+      if: startsWith(github.ref, 'refs/tags/v') || github.event_name == 'workflow_dispatch'
+      uses: actions/create-release@v1
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      with:
+        tag_name: ${{ github.event_name == 'workflow_dispatch' && format('v{0}', steps.new_version.outputs.new) || github.ref_name }}
+        release_name: Release ${{ github.event_name == 'workflow_dispatch' && steps.new_version.outputs.new || github.ref_name }}
+        body: |
+          ## Changes in this Release
+          
+          - Package version: ${{ github.event_name == 'workflow_dispatch' && steps.new_version.outputs.new || github.ref_name }}
+          - Built and published to PyPI
+          
+          ## Installation
+          
+          ```bash
+          pip install expert==${{ github.event_name == 'workflow_dispatch' && steps.new_version.outputs.new || github.ref_name }}
+          ```
+          
+          ## Artifacts
+          
+          The package has been published to PyPI and is available for installation.
+        draft: false
+        prerelease: false
+
+    - name: Upload Release Assets
+      if: startsWith(github.ref, 'refs/tags/v') || github.event_name == 'workflow_dispatch'
+      uses: actions/upload-release-asset@v1
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      with:
+        upload_url: ${{ steps.create_release.outputs.upload_url }}
+        asset_path: dist/
+        asset_name: expert-dist
+        asset_content_type: application/zip 
\ No newline at end of file
diff --git a/README.md b/README.md
index 10e33cd..2e66d3c 100644
--- a/README.md
+++ b/README.md
@@ -1,133 +1,301 @@
-# Invopop Expert 🤖
+# Invopop Expert
 
-An AI agent that helps you with Invopop and GOBL (Go Business Language) documentation and implementation questions. It has access to invopop, gobl docs and the [gobl repo](https://github.com/invopop/gobl)
+An AI-powered agent library for answering questions about Invopop and GOBL documentation using LangChain and MCP (Model Context Protocol) servers.
 
-## 🚀 Quick Start
+## Features
+
+- 🤖 **Intelligent Q&A**: Answers questions about Invopop and GOBL using advanced RAG
+- 🔍 **Multi-source Search**: Searches through documentation and code repositories  
+- 💬 **Interactive CLI**: Command-line interface for direct interaction
+- 🔧 **Extensible**: Easy to integrate into your own applications
+- 📚 **Context Aware**: Maintains conversation history and context
+
+## Quick Start
 
 ### Prerequisites
 
-- Node.js (for MCP servers)
+- Python 3.13+
+- Node.js 20+ (for MCP servers)
 - OpenAI API key
-- uv package manager (you can install it with pip or brew: [install uv](https://docs.astral.sh/uv/getting-started/installation/))
 
 ### Installation
 
-1. **Clone the repository:**
+> **Note**: This project uses `uv` for dependency management. If you don't have `uv` installed, you can install it with `pip install uv` or use `pipx` for isolated installation.
+
+1. **Install MCP servers** (required for documentation search):
+   ```bash
+   npx mint-mcp add invopop
+   npx mint-mcp add gobl
+   ```
+
+2. **Install the package**:
+   ```bash
+   # Option 1: Development installation (recommended)
+   git clone https://github.com/invopop/expert.git
+   cd expert
+   uv pip install -e .
+   
+   # Option 2: Using pipx (installs in isolated environment)
+   pipx install git+https://github.com/invopop/expert.git
+   
+   # Option 3: Direct installation with pip
+   pip install git+https://github.com/invopop/expert.git
+   ```
+
+3. **Set up environment variables**:
+   ```bash
+   export OPENAI_API_KEY=your_openai_api_key
+   ```
+
+4. **Run the CLI**:
+   ```bash
+   # If using development installation (Option 1)
+   uv run expert
+   
+   # If using pipx installation (Option 2)
+   expert
+   
+   # If using pip installation (Option 3)
+   expert
+   
+   # Alternative: Run directly without activation (works for all options)
+   python -m expert.main
+   ```
+
+## CLI Usage
+
+The CLI provides an interactive chat interface:
 
 ```bash
-git clone https://github.com/invopop/expert.git
-cd expert
-```
+$ expert
+Welcome to Invopop Expert! Ask questions about GOBL, Invopop and the invopop/gobl library
+Enter your multi-line question. Press Enter on an empty line to send.
+----------------------------------------------------------------------
 
-2. **Install MCP servers**:
+👤 You: How do I create an invoice with GOBL?
 
-```bash
-chmod +x scripts/install_mcp_servers.sh
-./scripts/install_mcp_servers.sh
-```
-
-3. **Install Python dependencies**:
+🤖 Thinking...
+🔍 Searching GOBL docs: {"query": "create invoice GOBL"}
 
-```bash
-uv sync
+🤖 Assistant: To create an invoice with GOBL, you need to...
 ```
 
-4. **Configure environment**:
+### CLI Options
 
 ```bash
-cp .env.example .env
-# Edit .env and add your OPENAI_API_KEY
+expert --help                    # Show help
+expert --config config.yaml     # Use custom config file  
+expert --verbose                 # Enable verbose output
 ```
 
-5. **Run the agent**:
-```bash
-uv run python -m src.expert.main
+## Library Usage
+
+You can also use Invopop Expert as a library in your own applications:
+
+```python
+import asyncio
+from expert import InvopopExpert, Config
+
+async def main():
+    # Initialize the expert
+    config = Config()
+    expert = InvopopExpert(config)
+    await expert.setup()
+    
+    # Ask a question
+    thread_config = {"configurable": {"thread_id": "my-conversation"}}
+    response = await expert.get_response(
+        "How do I handle tax calculations in GOBL?", 
+        thread_config
+    )
+    print(response)
+
+# Run the example
+asyncio.run(main())
 ```
 
-If you have Python > 3.13, you can also run it in cli from root like this:
-
-Install the package: 
-```bash
-uv pip install -e .
+## Configuration
+
+The agent uses a YAML configuration file (`config.yaml`):
+
+```yaml
+# LLM Configuration
+llm:
+  provider: "openai" 
+  model: "gpt-4.1-2025-04-14"
+  temperature: 0.1
+
+# MCP Server Configuration  
+mcp:
+  servers:
+    invopop:
+      command: "node"
+      args: ["~/.mcp/invopop/src/index.js"]
+      transport: "stdio"
+    gobl:
+      command: "node"
+      args: ["~/.mcp/gobl/src/index.js"] 
+      transport: "stdio"
+
+# Chat Interface Configuration
+chat:
+  welcome_message: "Welcome to Invopop Expert!"
+  input_prompt: "Enter your question:"
+  max_history: 50
 ```
 
-Run it from root:
-```bash
-uv run expert
-```
+### Environment Variables
 
-## 🛠️ Configuration
-### Environment Variables (.env)
+- `OPENAI_API_KEY` (required): Your OpenAI API key
+- `INVOPOP_MCP_PATH` (optional): Custom path to Invopop MCP server
+- `GOBL_MCP_PATH` (optional): Custom path to GOBL MCP server
 
-- `OPENAI_API_KEY`: Your OpenAI API key (required)
-- `INVOPOP_MCP_PATH`: Custom path to Invopop MCP server (optional)
-- `GOBL_MCP_PATH`: Custom path to GOBL MCP server (optional)
+## Integration Examples
 
-### Configuration File (config.yaml)
-Customize the agent behavior by editing `config.yaml`:
+### Building a Web API
 
-- LLM model and parameters
-- MCP server paths
-- Chat interface settings
+```python
+from fastapi import FastAPI
+from expert import InvopopExpert, Config
 
-## 💬 Usage
-Start a conversation with the agent:
+app = FastAPI()
+expert = InvopopExpert(Config())
 
-```bash
-uv run expert
+@app.on_event("startup")
+async def startup():
+    await expert.setup()
+
+@app.post("/ask")
+async def ask_question(question: str):
+    thread_config = {"configurable": {"thread_id": "api-user"}}
+    response = await expert.get_response(question, thread_config)
+    return {"answer": response}
 ```
 
-Ask questions like:
+## Architecture
 
-- "How do I create a GOBL invoice?"
-- "What are the tax requirements for Spain in Invopop?"
-- "How do I integrate with the Invopop API?"
+- **LangChain + LangGraph**: AI agent framework with memory and tools
+- **MCP Protocol**: Connects to Mintlify documentation servers
+- **Multi-source RAG**: Searches Invopop docs, GOBL docs, and code repositories
+- **Conversation Memory**: Maintains context across interactions
+- **Modular Design**: Easy to extend with new tools and integrations
 
-Or more complex ones like:
-- "Give me an example of a valid invoice in Verifactu?"
-- "For my case X in greece, what would be the fields required in the invoice and where should they appear?"
+## File Structure
 
-In case the result of some prompt is not as expected, report it as an issue and we will look into it. 
+```
+src/expert/
+├── agent.py          # Core InvopopExpert agent implementation
+├── config.py         # Configuration management  
+├── main.py           # CLI interface
+├── __init__.py       # Package exports
+└── prompts/          # System prompts and tool descriptions
+    ├── system_prompt.md
+    ├── invopop_docs_description.md
+    ├── gobl_docs_description.md
+    └── gobl_code_description.md
+```
 
-Type `exit`, `quit`, or `bye` to end the session.
+## Development
 
-Type `clear` to start a new thread.
+### Local Development Setup
 
-## 🧪 Development
+1. **Clone the repository**:
+   ```bash
+   git clone https://github.com/invopop/expert.git
+   cd expert
+   ```
+
+2. **Install MCP servers**:
+   ```bash
+   npx mint-mcp add invopop
+   npx mint-mcp add gobl
+   ```
+
+3. **Install dependencies**:
+   ```bash
+   # Install uv if not already installed
+   pip install uv
+   
+   # Install the package in development mode
+   uv pip install -e .
+   ```
+
+4. **Set environment variables**:
+   ```bash
+   export OPENAI_API_KEY=your_api_key
+   ```
+
+5. **Run the CLI**:
+   ```bash
+   # Activate the virtual environment created by uv
+   source .venv/bin/activate
+   
+   # Run the CLI
+   expert
+   
+   # Or run directly without activating the venv
+   python -m expert.main
+   ```
+
+### Running Tests
 
-### Setup Development Environment
 ```bash
-uv sync --group dev
+# Run tests (when implemented)
+pytest
+
+# Run linting
+ruff check src/
 ```
 
-### Code Formatting
+## Contributing
+
+1. Fork the repository
+2. Create a feature branch (`git checkout -b feature/amazing-feature`)
+3. Make your changes
+4. Add tests for new functionality
+5. Ensure all tests pass and linting is clean
+6. Commit your changes (`git commit -m 'Add amazing feature'`)
+7. Push to the branch (`git push origin feature/amazing-feature`)
+8. Open a Pull Request
+
+## Troubleshooting
+
+### Common Issues
+
+**Command 'expert' not found:**
 ```bash
-uv run black src/
-uv run ruff check src/
-```
+# If using development installation, activate the virtual environment
+source .venv/bin/activate
+expert
 
-## 📁 Project Structure
+# Or run directly as a Python module
+python -m expert.main
+
+# If using pipx, ensure pipx bin directory is in your PATH
+export PATH="$HOME/.local/bin:$PATH"
+```
 
-``` bash
-invopop-expert/
-├── src/invopop_expert/    # Main package
-├── config.yaml            # Configuration
-└── scripts/               # Installation scripts
+**MCP servers not found:**
+```bash
+npx mint-mcp add invopop
+npx mint-mcp add gobl
 ```
 
-## 🤝 Contributing
+**OpenAI API errors:**
+- Verify your API key is correct and has sufficient credits
+- Check that you're using a supported model
 
-1. Fork the repository
-2. Create a feature branch
-3. Make your changes
-4. Run tests and formatting
-5. Submit a pull request
+**Import errors:**
+- Ensure you've installed the package: `uv pip install -e .` or `pip install -e .`
+- Check that all dependencies are installed
+- Try reinstalling: `uv pip install -e . --force-reinstall`
+
+### Getting Help
 
-## 📄 License
-Apache License 2.0 - see LICENSE file for details.
+- 📖 [Invopop Documentation](https://docs.invopop.com)
+- 📚 [GOBL Documentation](https://docs.gobl.org/introduction)  
+- 🐛 [Report Issues](https://github.com/invopop/expert/issues)
 
-## 🆘 Support
+## License
 
-📚 [Invopop Documentation](https://docs.invopop.com/home)
-📚 [GOBL Documentation](https://docs.gobl.org/introduction)
-🐛 [Report Issues or unexpected answer](https://github.com/invopop/expert/issues)
\ No newline at end of file
+See [LICENSE](LICENSE) file for details.
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 7ff1d15..8558ce1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "expert"
 version = "0.1.0"
-description = "Add your description here"
+description = "Invopop Expert - AI agent library for Invopop and GOBL documentation"
 readme = "README.md"
 requires-python = ">=3.13"
 dependencies = [
@@ -13,13 +13,46 @@ dependencies = [
     "langgraph-prebuilt>=0.2.2",
 ]
 
+[project.optional-dependencies]
+dev = [
+    "ruff>=0.6.0",
+    "twine>=5.0.0",
+]
+
 [project.scripts]
 expert = "expert.main:cli"
 
+[build-system]
+requires = ["setuptools>=61.0", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[tool.setuptools.packages.find]
+where = ["src"]
+
+[tool.setuptools.package-dir]
+"" = "src"
+
+[tool.setuptools.package-data]
+expert = ["prompts/*.md"]
+
 [tool.ruff]
 line-length = 88
 target-version = "py313"
 
-[tool.black]
-line-length = 88
-target-version = ['py313']
+[tool.ruff.lint]
+select = [
+    "E",  # pycodestyle errors
+    "W",  # pycodestyle warnings
+    "F",  # pyflakes
+    "I",  # isort
+    "B",  # flake8-bugbear
+    "C4", # flake8-comprehensions
+    "UP", # pyupgrade
+]
+ignore = []
+
+[tool.ruff.format]
+quote-style = "double"
+indent-style = "space"
+skip-magic-trailing-comma = false
+line-ending = "auto"
diff --git a/src/expert/__init__.py b/src/expert/__init__.py
index e69de29..184cda0 100644
--- a/src/expert/__init__.py
+++ b/src/expert/__init__.py
@@ -0,0 +1,31 @@
+"""
+Invopop Expert - AI agent library for Invopop and GOBL documentation.
+
+This package provides an AI-powered agent that can answer questions about
+Invopop and GOBL using advanced retrieval-augmented generation (RAG) with
+MCP (Model Context Protocol) servers.
+
+Example usage:
+    import asyncio
+    from expert import InvopopExpert, Config
+
+    async def main():
+        config = Config()
+        expert = InvopopExpert(config)
+        await expert.setup()
+
+        thread_config = {"configurable": {"thread_id": "my-conversation"}}
+        response = await expert.get_response(
+            "How do I create an invoice?",
+            thread_config
+        )
+        print(response)
+
+    asyncio.run(main())
+"""
+
+from .agent import InvopopExpert
+from .config import Config
+
+__version__ = "0.1.0"
+__all__ = ["InvopopExpert", "Config"]
diff --git a/src/expert/agent.py b/src/expert/agent.py
index 2cb6375..d40e752 100644
--- a/src/expert/agent.py
+++ b/src/expert/agent.py
@@ -2,12 +2,12 @@
 
 from datetime import datetime
 from pathlib import Path
-from typing import Dict, Any
+from typing import Any
 
-from langchain_mcp_adapters.client import MultiServerMCPClient
-from langgraph.prebuilt import create_react_agent
 from langchain_core.tools import StructuredTool
+from langchain_mcp_adapters.client import MultiServerMCPClient
 from langgraph.checkpoint.memory import InMemorySaver
+from langgraph.prebuilt import create_react_agent
 
 from .config import Config
 
@@ -26,16 +26,16 @@ def _load_prompts(self):
         """Load prompt templates from files."""
         prompts_dir = Path(__file__).parent / "prompts"
 
-        with open(prompts_dir / "system_prompt.md", "r") as f:
+        with open(prompts_dir / "system_prompt.md") as f:
             self.system_prompt = f.read().strip()
 
-        with open(prompts_dir / "invopop_docs_description.md", "r") as f:
+        with open(prompts_dir / "invopop_docs_description.md") as f:
             self.invopop_docs_description = f.read().strip()
 
-        with open(prompts_dir / "gobl_docs_description.md", "r") as f:
+        with open(prompts_dir / "gobl_docs_description.md") as f:
             self.gobl_docs_description = f.read().strip()
 
-        with open(prompts_dir / "gobl_code_description.md", "r") as f:
+        with open(prompts_dir / "gobl_code_description.md") as f:
             self.gobl_code_description = f.read().strip()
 
     async def setup(self):
@@ -60,8 +60,12 @@ async def setup(self):
                 new_name = "gobl_code_ask_question"
                 new_description = self.gobl_code_description
                 new_schema = tool.args_schema.copy()
-                new_schema['properties']['repoName']['description'] = "This value will always be 'invopop/gobl'"
-                new_schema['properties']['question']['description'] = "The question to ask about the invopop/gobl repo"
+                new_schema["properties"]["repoName"]["description"] = (
+                    "This value will always be 'invopop/gobl'"
+                )
+                new_schema["properties"]["question"]["description"] = (
+                    "The question to ask about the invopop/gobl repo"
+                )
             else:
                 continue
             # Create a new StructuredTool with the new name
@@ -76,7 +80,9 @@ async def setup(self):
 
         # Create the agent
         llm_config = self.config.llm_config
-        model_name = f"{llm_config.get('provider', 'openai')}:{llm_config.get('model', 'gpt-4.1')}"
+        provider = llm_config.get("provider", "openai")
+        model = llm_config.get("model", "gpt-4.1")
+        model_name = f"{provider}:{model}"
 
         self.agent = create_react_agent(
             model_name,
@@ -85,7 +91,7 @@ async def setup(self):
             prompt=self.system_prompt,
         )
 
-    async def get_response(self, user_input: str, config: Dict[str, Any]) -> str:
+    async def get_response(self, user_input: str, config: dict[str, Any]) -> str:
         """Get response from the agent for a given input."""
         if not self.agent:
             raise RuntimeError("Agent not initialized. Call setup() first.")
@@ -106,8 +112,8 @@ async def get_response(self, user_input: str, config: Dict[str, Any]) -> str:
                             elif func_name == "gobl_search":
                                 print(
                                     "🔍 Searching GOBL docs:",
-                                   tool_call["function"]["arguments"],
-                               )
+                                    tool_call["function"]["arguments"],
+                                )
                             elif func_name == "gobl_code_ask_question":
                                 print(
                                     "🔍 Searching invopop/gobl repo:",
diff --git a/src/expert/config.py b/src/expert/config.py
index ed3c9a5..d672449 100644
--- a/src/expert/config.py
+++ b/src/expert/config.py
@@ -1,16 +1,17 @@
 """Configuration management for Invopop Expert."""
 
 import os
-import yaml
 from pathlib import Path
-from typing import Dict, Any, Optional
+from typing import Any
+
+import yaml
 from dotenv import load_dotenv
 
 
 class Config:
     """Configuration manager for Invopop Expert."""
 
-    def __init__(self, config_path: Optional[str] = None):
+    def __init__(self, config_path: str | None = None):
         """Initialize configuration."""
         # Load environment variables
         load_dotenv()
@@ -25,15 +26,17 @@ def __init__(self, config_path: Optional[str] = None):
         # Validate required environment variables
         self._validate_env_vars()
 
-    def _load_config(self) -> Dict[str, Any]:
+    def _load_config(self) -> dict[str, Any]:
         """Load configuration from YAML file."""
         try:
-            with open(self.config_path, "r") as f:
+            with open(self.config_path) as f:
                 return yaml.safe_load(f)
-        except FileNotFoundError:
-            raise FileNotFoundError(f"Configuration file not found: {self.config_path}")
+        except FileNotFoundError as e:
+            raise FileNotFoundError(
+                f"Configuration file not found: {self.config_path}"
+            ) from e
         except yaml.YAMLError as e:
-            raise ValueError(f"Invalid YAML configuration: {e}")
+            raise ValueError(f"Invalid YAML configuration: {e}") from e
 
     def _validate_env_vars(self):
         """Validate required environment variables."""
@@ -46,12 +49,12 @@ def openai_api_key(self) -> str:
         return os.getenv("OPENAI_API_KEY")
 
     @property
-    def llm_config(self) -> Dict[str, Any]:
+    def llm_config(self) -> dict[str, Any]:
         """Get LLM configuration."""
         return self.config.get("llm", {})
 
     @property
-    def mcp_config(self) -> Dict[str, Any]:
+    def mcp_config(self) -> dict[str, Any]:
         """Get MCP server configuration."""
         config = self.config.get("mcp", {}).get("servers", {})
 
@@ -74,6 +77,6 @@ def mcp_config(self) -> Dict[str, Any]:
         return config
 
     @property
-    def chat_config(self) -> Dict[str, Any]:
+    def chat_config(self) -> dict[str, Any]:
         """Get chat configuration."""
         return self.config.get("chat", {})
diff --git a/src/expert/main.py b/src/expert/main.py
index 42a66b7..c651124 100644
--- a/src/expert/main.py
+++ b/src/expert/main.py
@@ -5,8 +5,8 @@
 
 import click
 
-from .config import Config
 from .agent import InvopopExpert
+from .config import Config
 
 
 @click.command()
diff --git a/uv.lock b/uv.lock
index 8ecb379..5975c3c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -98,6 +98,35 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335 },
 ]
 
+[[package]]
+name = "cryptography"
+version = "45.0.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/fe/c8/a2a376a8711c1e11708b9c9972e0c3223f5fc682552c82d8db844393d6ce/cryptography-45.0.4.tar.gz", hash = "sha256:7405ade85c83c37682c8fe65554759800a4a8c54b2d96e0f8ad114d31b808d57", size = 744890 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ba/14/93b69f2af9ba832ad6618a03f8a034a5851dc9a3314336a3d71c252467e1/cryptography-45.0.4-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:680806cf63baa0039b920f4976f5f31b10e772de42f16310a6839d9f21a26b0d", size = 4205335 },
+    { url = "https://files.pythonhosted.org/packages/67/30/fae1000228634bf0b647fca80403db5ca9e3933b91dd060570689f0bd0f7/cryptography-45.0.4-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4ca0f52170e821bc8da6fc0cc565b7bb8ff8d90d36b5e9fdd68e8a86bdf72036", size = 4431487 },
+    { url = "https://files.pythonhosted.org/packages/6d/5a/7dffcf8cdf0cb3c2430de7404b327e3db64735747d641fc492539978caeb/cryptography-45.0.4-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:f3fe7a5ae34d5a414957cc7f457e2b92076e72938423ac64d215722f6cf49a9e", size = 4208922 },
+    { url = "https://files.pythonhosted.org/packages/c6/f3/528729726eb6c3060fa3637253430547fbaaea95ab0535ea41baa4a6fbd8/cryptography-45.0.4-cp311-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:25eb4d4d3e54595dc8adebc6bbd5623588991d86591a78c2548ffb64797341e2", size = 3900433 },
+    { url = "https://files.pythonhosted.org/packages/d9/4a/67ba2e40f619e04d83c32f7e1d484c1538c0800a17c56a22ff07d092ccc1/cryptography-45.0.4-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:ce1678a2ccbe696cf3af15a75bb72ee008d7ff183c9228592ede9db467e64f1b", size = 4464163 },
+    { url = "https://files.pythonhosted.org/packages/7e/9a/b4d5aa83661483ac372464809c4b49b5022dbfe36b12fe9e323ca8512420/cryptography-45.0.4-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:49fe9155ab32721b9122975e168a6760d8ce4cffe423bcd7ca269ba41b5dfac1", size = 4208687 },
+    { url = "https://files.pythonhosted.org/packages/db/b7/a84bdcd19d9c02ec5807f2ec2d1456fd8451592c5ee353816c09250e3561/cryptography-45.0.4-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:2882338b2a6e0bd337052e8b9007ced85c637da19ef9ecaf437744495c8c2999", size = 4463623 },
+    { url = "https://files.pythonhosted.org/packages/d8/84/69707d502d4d905021cac3fb59a316344e9f078b1da7fb43ecde5e10840a/cryptography-45.0.4-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:23b9c3ea30c3ed4db59e7b9619272e94891f8a3a5591d0b656a7582631ccf750", size = 4332447 },
+    { url = "https://files.pythonhosted.org/packages/f3/ee/d4f2ab688e057e90ded24384e34838086a9b09963389a5ba6854b5876598/cryptography-45.0.4-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:b0a97c927497e3bc36b33987abb99bf17a9a175a19af38a892dc4bbb844d7ee2", size = 4572830 },
+    { url = "https://files.pythonhosted.org/packages/fe/51/8c584ed426093aac257462ae62d26ad61ef1cbf5b58d8b67e6e13c39960e/cryptography-45.0.4-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:6a5bf57554e80f75a7db3d4b1dacaa2764611ae166ab42ea9a72bcdb5d577637", size = 4195746 },
+    { url = "https://files.pythonhosted.org/packages/5c/7d/4b0ca4d7af95a704eef2f8f80a8199ed236aaf185d55385ae1d1610c03c2/cryptography-45.0.4-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:46cf7088bf91bdc9b26f9c55636492c1cce3e7aaf8041bbf0243f5e5325cfb2d", size = 4424456 },
+    { url = "https://files.pythonhosted.org/packages/1d/45/5fabacbc6e76ff056f84d9f60eeac18819badf0cefc1b6612ee03d4ab678/cryptography-45.0.4-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:7bedbe4cc930fa4b100fc845ea1ea5788fcd7ae9562e669989c11618ae8d76ee", size = 4198495 },
+    { url = "https://files.pythonhosted.org/packages/55/b7/ffc9945b290eb0a5d4dab9b7636706e3b5b92f14ee5d9d4449409d010d54/cryptography-45.0.4-cp37-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:eaa3e28ea2235b33220b949c5a0d6cf79baa80eab2eb5607ca8ab7525331b9ff", size = 3885540 },
+    { url = "https://files.pythonhosted.org/packages/7f/e3/57b010282346980475e77d414080acdcb3dab9a0be63071efc2041a2c6bd/cryptography-45.0.4-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:7ef2dde4fa9408475038fc9aadfc1fb2676b174e68356359632e980c661ec8f6", size = 4452052 },
+    { url = "https://files.pythonhosted.org/packages/37/e6/ddc4ac2558bf2ef517a358df26f45bc774a99bf4653e7ee34b5e749c03e3/cryptography-45.0.4-cp37-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:6a3511ae33f09094185d111160fd192c67aa0a2a8d19b54d36e4c78f651dc5ad", size = 4198024 },
+    { url = "https://files.pythonhosted.org/packages/3a/c0/85fa358ddb063ec588aed4a6ea1df57dc3e3bc1712d87c8fa162d02a65fc/cryptography-45.0.4-cp37-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:06509dc70dd71fa56eaa138336244e2fbaf2ac164fc9b5e66828fccfd2b680d6", size = 4451442 },
+    { url = "https://files.pythonhosted.org/packages/33/67/362d6ec1492596e73da24e669a7fbbaeb1c428d6bf49a29f7a12acffd5dc/cryptography-45.0.4-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:5f31e6b0a5a253f6aa49be67279be4a7e5a4ef259a9f33c69f7d1b1191939872", size = 4325038 },
+    { url = "https://files.pythonhosted.org/packages/53/75/82a14bf047a96a1b13ebb47fb9811c4f73096cfa2e2b17c86879687f9027/cryptography-45.0.4-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:944e9ccf67a9594137f942d5b52c8d238b1b4e46c7a0c2891b7ae6e01e7c80a4", size = 4560964 },
+]
+
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -107,6 +136,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277 },
 ]
 
+[[package]]
+name = "docutils"
+version = "0.21.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ae/ed/aefcc8cd0ba62a0560c3c18c33925362d46c6075480bfa4df87b28e169a9/docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f", size = 2204444 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8f/d7/9322c609343d929e75e7e5e6255e614fcc67572cfd083959cdef3b7aad79/docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2", size = 587408 },
+]
+
 [[package]]
 name = "dotenv"
 version = "0.9.9"
@@ -121,7 +159,7 @@ wheels = [
 [[package]]
 name = "expert"
 version = "0.1.0"
-source = { virtual = "." }
+source = { editable = "." }
 dependencies = [
     { name = "dotenv" },
     { name = "langchain" },
@@ -131,6 +169,12 @@ dependencies = [
     { name = "langgraph-prebuilt" },
 ]
 
+[package.optional-dependencies]
+dev = [
+    { name = "ruff" },
+    { name = "twine" },
+]
+
 [package.metadata]
 requires-dist = [
     { name = "dotenv", specifier = ">=0.9.9" },
@@ -139,7 +183,10 @@ requires-dist = [
     { name = "langchain-openai", specifier = ">=0.3.18" },
     { name = "langgraph", specifier = ">=0.4.7" },
     { name = "langgraph-prebuilt", specifier = ">=0.2.2" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.6.0" },
+    { name = "twine", marker = "extra == 'dev'", specifier = ">=5.0.0" },
 ]
+provides-extras = ["dev"]
 
 [[package]]
 name = "greenlet"
@@ -212,6 +259,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e1/9b/a181f281f65d776426002f330c31849b86b31fc9d848db62e16f03ff739f/httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f", size = 7819 },
 ]
 
+[[package]]
+name = "id"
+version = "1.5.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/22/11/102da08f88412d875fa2f1a9a469ff7ad4c874b0ca6fed0048fe385bdb3d/id-1.5.0.tar.gz", hash = "sha256:292cb8a49eacbbdbce97244f47a97b4c62540169c976552e497fd57df0734c1d", size = 15237 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/9f/cb/18326d2d89ad3b0dd143da971e77afd1e6ca6674f1b1c3df4b6bec6279fc/id-1.5.0-py3-none-any.whl", hash = "sha256:f1434e1cef91f2cbb8a4ec64663d5a23b9ed43ef44c4c957d02583d61714c658", size = 13611 },
+]
+
 [[package]]
 name = "idna"
 version = "3.10"
@@ -221,6 +280,48 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/76/c6/c88e154df9c4e1a2a66ccf0005a88dfb2650c1dffb6f5ce603dfbd452ce3/idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3", size = 70442 },
 ]
 
+[[package]]
+name = "jaraco-classes"
+version = "3.4.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "more-itertools" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/06/c0/ed4a27bc5571b99e3cff68f8a9fa5b56ff7df1c2251cc715a652ddd26402/jaraco.classes-3.4.0.tar.gz", hash = "sha256:47a024b51d0239c0dd8c8540c6c7f484be3b8fcf0b2d85c13825780d3b3f3acd", size = 11780 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7f/66/b15ce62552d84bbfcec9a4873ab79d993a1dd4edb922cbfccae192bd5b5f/jaraco.classes-3.4.0-py3-none-any.whl", hash = "sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790", size = 6777 },
+]
+
+[[package]]
+name = "jaraco-context"
+version = "6.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/df/ad/f3777b81bf0b6e7bc7514a1656d3e637b2e8e15fab2ce3235730b3e7a4e6/jaraco_context-6.0.1.tar.gz", hash = "sha256:9bae4ea555cf0b14938dc0aee7c9f32ed303aa20a3b73e7dc80111628792d1b3", size = 13912 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ff/db/0c52c4cf5e4bd9f5d7135ec7669a3a767af21b3a308e1ed3674881e52b62/jaraco.context-6.0.1-py3-none-any.whl", hash = "sha256:f797fc481b490edb305122c9181830a3a5b76d84ef6d1aef2fb9b47ab956f9e4", size = 6825 },
+]
+
+[[package]]
+name = "jaraco-functools"
+version = "4.2.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "more-itertools" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/49/1c/831faaaa0f090b711c355c6d8b2abf277c72133aab472b6932b03322294c/jaraco_functools-4.2.1.tar.gz", hash = "sha256:be634abfccabce56fa3053f8c7ebe37b682683a4ee7793670ced17bab0087353", size = 19661 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f3/fd/179a20f832824514df39a90bb0e5372b314fea99f217f5ab942b10a8a4e8/jaraco_functools-4.2.1-py3-none-any.whl", hash = "sha256:590486285803805f4b1f99c60ca9e94ed348d4added84b74c7a12885561e524e", size = 10349 },
+]
+
+[[package]]
+name = "jeepney"
+version = "0.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/7b/6f/357efd7602486741aa73ffc0617fb310a29b588ed0fd69c2399acbb85b0c/jeepney-0.9.0.tar.gz", hash = "sha256:cf0e9e845622b81e4a28df94c40345400256ec608d0e55bb8a3feaa9163f5732", size = 106758 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b2/a3/e137168c9c44d18eff0376253da9f1e9234d0239e0ee230d2fee6cea8e55/jeepney-0.9.0-py3-none-any.whl", hash = "sha256:97e5714520c16fc0a45695e5365a2e11b81ea79bba796e26f9f1d178cb182683", size = 49010 },
+]
+
 [[package]]
 name = "jiter"
 version = "0.10.0"
@@ -278,6 +379,23 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/71/92/5e77f98553e9e75130c78900d000368476aed74276eb8ae8796f65f00918/jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942", size = 7595 },
 ]
 
+[[package]]
+name = "keyring"
+version = "25.6.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "jaraco-classes" },
+    { name = "jaraco-context" },
+    { name = "jaraco-functools" },
+    { name = "jeepney", marker = "sys_platform == 'linux'" },
+    { name = "pywin32-ctypes", marker = "sys_platform == 'win32'" },
+    { name = "secretstorage", marker = "sys_platform == 'linux'" },
+]
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