⚒️ smithery - Forge Models from Your APIs

smithery is a simple application that helps you create tool-calling models using your API definitions. This guide will walk you through how to download and run smithery on a Windows computer. No prior programming experience is needed. Just follow the steps below.

🖥️ What is smithery?

smithery turns your API information into models that can call tools automatically. This can help you organize and improve how your software works with APIs. Whether you have APIs for machine learning, data tools, or different services, smithery helps shape them into models you can use.

It works with many types of models and techniques such as:

• Fine-tuning
• Synthetic data handling
• Tool-calling methods
• PyTorch models
• Model Context Protocol (MCP)

You do not need to know about these to use smithery. The app does the complex work for you.

⚙️ System Requirements

Before installing smithery on Windows, make sure your PC meets these basic requirements:

• Running Windows 10 or later
• At least 4 GB of RAM
• 500 MB free disk space
• Internet connection for download and updates
• A web browser like Chrome, Edge, or Firefox

🚀 Getting Started

Step 1: Visit the Download Page

Click the big download badge at the top, or visit this link:

Download smithery on GitHub

This page has the latest version of smithery ready for Windows.

Step 2: Download smithery

Once on the GitHub page, look for the section called Releases or Downloads.

• Find the latest Windows installer file. It usually ends with .exe.
• Click the file and save it anywhere you can easily find it, like your Desktop or Downloads folder.

Step 3: Run the Installer

After the file downloads:

• Double-click the .exe file.
• If Windows asks if you trust the file, click Yes or Run.
• Follow the installer prompts. These will guide you to complete the installation.
• Use the default settings unless you want to change the installation folder.

Step 4: Launch smithery

After installation, you can start smithery by:

• Finding smithery in your Start menu, or
• Double-clicking the smithery shortcut on your Desktop

When smithery opens, you will see the main interface where you can begin working with your API models.

🔍 How to Use smithery

smithery’s main job is to create models from your API data. Here’s a simple overview of what to do next:

1. Load your API definitions
   Find your API files on your computer. These may be in formats like JSON or YAML.
   Use smithery’s interface to upload or import these files.

2. Configure your model settings
   smithery lets you pick options on how to build your model. The app explains the options clearly, so choose what fits your needs.

3. Start the forging process
   Click the button to build your model. smithery uses your API details to create a tool-calling model.

4. Save and export your model
   After forging, save your model file on your computer. You can use this model in other projects or applications.

🛠️ Features of smithery

smithery offers a range of useful features to make working with APIs easier:

• Straightforward tool-calling model creation
• Support for popular model formats and frameworks, including PyTorch and QLoRA
• Compatibility with synthetic data sources
• Easy import and export of your API data files
• Clear user interface with no programming required
• Works with Model Context Protocol for consistent model behavior
• Focuses on machine learning application support

👨‍💻 Troubleshooting and Tips

• If the installer does not run, right-click the .exe file and choose **Run as

... View full README on GitHub