Building a Local AI Development Environment with Cline + Ollama + Deepseek R1

Environment Overview

Cline, Ollama, and Deepseek R1 are three powerful tools that work together to form an efficient local AI development environment.

Installation Steps

1. Install the Cline Extension

Cline is an AI coding assistant extension for VSCode that provides smart code completion and suggestions.

Search for "Cline" in the VSCode extension marketplace and install it.

2. Deploy Ollama

Ollama is a local LLM runtime that can run a variety of language models offline.

curl -fsSL https://ollama.ai/install.sh | sh

3. Configure Deepseek R1

Deepseek R1 is a lightweight LLM optimized for local development.

First, download the Deepseek R1 model:

ollama pull deepseek-r1

Then start the model service:

ollama run deepseek-r1

Putting It All Together

1. Add the Ollama service address to Cline's configuration file
2. Switch the model to Deepseek R1
3. Use Cline for AI-assisted coding

Things to Keep in Mind

1. Make sure your system has enough GPU resources
2. Keep models and tools up to date
3. Tune model parameters based on your project's needs