Mastering Local AI Development: A Step-by-Step Guide to Setting Up Deepseek-R1 in Visual Studio Code
Key Notes
- Ensure Visual Studio Code is installed and updated.
- Download Ollama for local AI model management.
- Integrate CodeGPT for enhanced coding capabilities.
Unlock AI Development with Deepseek-R1 in Visual Studio Code
This guide offers a comprehensive walkthrough for installing and using Deepseek-R1 in Visual Studio Code, enabling developers to harness advanced AI capabilities on their local machines.
Setting Up Deepseek-R1 in Visual Studio Code
Step 1: Install Visual Studio Code
Download Visual Studio Code from code.visualstudio.com. You can also install it from the Microsoft Store if using Windows. After installation, you’re ready for the next step.
Step 2: Download Ollama
Visit Ollama.com to download the software that allows you to run AI models locally. Follow the installation instructions to set it up.
Pro Tip: After installation, verify by running ollama --version in your Terminal to check the installed version.
Step 3: Install the CodeGPT Extension
Launch Visual Studio Code and navigate to the Extensions pane. Search for “CodeGPT” and install the extension. This tool is essential for AI model integration.
Pro Tip: If you receive a security prompt during installation, confirm that you trust the extension source.
Step 4: Install DeepSeek Models
Open Visual Studio Code, and access the CodeGPT panel. From there, select the DeepSeek-R1 model along with the additional DeepSeek-Coder model for comprehensive AI functionality.
Pro Tip: Use the terminal command ollama pull deepseek-coder:1.3b to install the DeepSeek-Coder model efficiently.
Step 5: Use DeepSeek in Visual Studio Code
With all components installed, navigate to the CodeGPT interface to interact with the DeepSeek chatbot. Enter / to explore its capabilities and start utilizing AI-driven functionalities.
Summary
This guide illustrates how to set up Deepseek-R1 in Visual Studio Code step-by-step, from installation to model usage, empowering developers to leverage advanced AI capabilities locally while ensuring privacy and control over their coding environment.
Conclusion
By following this guide, you can effectively incorporate Deepseek-R1 into your development workflow. Embrace AI technology to enhance your productivity and gain a competitive edge in your coding projects.
FAQ (Frequently Asked Questions)
How to run DeepSeek locally?
You can run DeepSeek-R1 locally using Ollama as outlined in the installation guide for Visual Studio Code.
How do I use Visual Studio Code for remote development?
For remote development with Visual Studio Code, install the Remote Development Extension Pack and establish an SSH connection to your server using the Command Palette.