Clarity Ollama - Local Precision Mode

Overview

Uses local Ollama + Qwen 0.5B model for intelligent intent recognition and precision transformation.

Requirements

• Ollama installed and running
• Qwen 0.5B model downloaded

Activation

Trigger: "开启精准模式" / "enable local mode" / "本地精准"

Deactivate: "关闭精准模式" / "disable local mode"

Features

• 🤖 Local LLM - No cloud, complete privacy
• ⚡ Fast - Local inference, millisecond response
• 🔒 Private - All processing on your machine
• 🎯 Smart - Qwen 0.5B optimized for Chinese

Setup

# Install Ollama
brew install ollama

# Download model (394MB)
ollama pull qwen:0.5b

# Start Ollama service
brew services start ollama

Output Example

Input: Python的for循环为什么运行慢

Output:

## 🎯 精准化指令 (Ollama AI)

**📌 意图：** performance
**💻 语言：** Python
**🎯 关注点：** 循环结构
**🎯 目标：** 分析for循环运行慢的原因

**💡 为了更精准地帮助你，请提供：**
- 当前性能指标
- 目标性能

Technical Details

Troubleshooting

# Check if Ollama is running
ps aux | grep ollama

# Start Ollama manually
ollama serve

# Test model
ollama run qwen:0.5b "你好"