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Roman (RyzenAdvanced)
2025-12-07 09:20:42 +00:00
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# Claude Code PowerShell Python App
A sophisticated PowerShell wrapper application that provides coding assistance in the style of Claude Code, using Qwen3-Coder models with support for both LM Studio server and direct model loading.
## Files Created
- `lm_studio_client.py` - Enhanced Python client script with Qwen3-Coder features
- `lm_studio.ps1` - PowerShell wrapper script
- `README.md` - This documentation
## Prerequisites
1. Python 3.7+ installed and in PATH
2. For LM Studio: LM Studio running with server enabled on http://127.0.0.1:1234
3. For Qwen direct: transformers and torch libraries
4. Python requests library (auto-installed by script)
5. Optional: Flask for web interface
## Usage
### PowerShell Commands:
**List available models (LM Studio only):**
```powershell
.\lm_studio.ps1 -ListModels
```
**Single prompt:**
```powershell
.\lm_studio.ps1 -Prompt "Write a Python function to sort a list"
```
**Interactive chat mode:**
```powershell
.\lm_studio.ps1 -Interactive
```
**With specific language focus:**
```powershell
.\lm_studio.ps1 -Interactive -Language python
```
**Using Qwen direct model:**
```powershell
.\lm_studio.ps1 -Client qwen -Prompt "Hello"
```
**Fill-in-the-middle code completion:**
```powershell
.\lm_studio.ps1 -Client qwen -FimPrefix "def sort_list(arr):" -FimSuffix "return sorted_arr"
```
**Start web interface:**
```powershell
.\lm_studio.ps1 -Web -Port 8080
```
**Start terminal user interface:**
```powershell
.\lm_studio.ps1 -Tui
```
### Direct Python Usage:
```bash
python lm_studio_client.py --help
python lm_studio_client.py --client qwen --prompt "Create a REST API"
python lm_studio_client.py --interactive
python lm_studio_client.py --client qwen --fim-prefix "def hello():" --fim-suffix "print('world')"
python lm_studio_client.py --web --port 5000
python lm_studio_client.py --tui
```
## Features
- **Dual Client Support**: LM Studio server or direct Qwen3-Coder model loading
- **Interactive Chat**: Real-time conversation with the AI coding assistant
- **Terminal User Interface**: Curses-based TUI for interactive chat
- **Fill-in-the-Middle**: Advanced code completion for partial code snippets
- **Language-Specific Assistance**: Focus on specific programming languages
- **Web Interface**: Modern web UI with tabs for different features
- **Model Selection**: Choose from available models
- **Auto-Dependency Installation**: Automatically installs required Python packages
- **Error Handling**: Robust error handling and validation
## Qwen3-Coder Features
- **Agentic Coding**: Advanced coding capabilities with tool use
- **Long Context**: Support for up to 256K tokens
- **358 Programming Languages**: Comprehensive language support
- **Fill-in-the-Middle**: Specialized code completion
- **Function Calling**: Tool integration capabilities
## Setup
1. For LM Studio: Ensure LM Studio is running with server enabled
2. For Qwen direct: Install transformers: `pip install transformers torch`
3. For web interface: Install Flask: `pip install flask`
4. Run the PowerShell script from the same directory
5. The script will auto-install required Python dependencies
## Web Interface
The web interface provides three main tabs:
- **Chat**: Interactive conversation with the AI
- **Fill-in-the-Middle**: Code completion for partial snippets
- **Code Assistant**: Generate code from descriptions
Access at `http://localhost:5000` (or custom port)
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Adding GLM 4.6 Model to TRAE</title>
<link href="https://fonts.googleapis.com/css2?family=Source+Sans+Pro:wght@400;600;700&display=swap" rel="stylesheet">
<link href="https://fonts.googleapis.com/icon?family=Material+Icons" rel="stylesheet">
<style>
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: 'Source Sans Pro', sans-serif;
color: #ffffff;
}
.slide {
width: 1280px;
height: 720px;
position: relative;
overflow: hidden;
background: linear-gradient(rgba(15, 40, 80, 0.85), rgba(15, 40, 80, 0.85)),
url('https://z-cdn-media.chatglm.cn/files/4617a19d-468f-476c-a1cf-2174c7e32e07.png?auth_key=1865095428-03a2a4e3ca714c509205ef9de26b2f53-0-65c9a6a247722b83f86067c9285cd476');
background-size: cover;
background-position: center;
display: flex;
flex-direction: column;
justify-content: center;
align-items: center;
}
.logo-container {
position: absolute;
top: 40px;
right: 40px;
}
.zai-logo {
height: 60px;
width: auto;
filter: brightness(0) invert(1);
opacity: 0.9;
}
.content {
text-align: center;
max-width: 80%;
display: flex;
flex-direction: column;
align-items: center;
}
.title {
font-size: 64px;
font-weight: 700;
margin-bottom: 24px;
line-height: 1.2;
color: #ffffff;
}
.subtitle {
font-size: 20px;
font-weight: 400;
color: #e0f2ff;
margin-bottom: 40px;
}
.highlight {
color: #4fc3f7;
font-weight: 600;
}
.icon-container {
margin-top: 30px;
}
.material-icons {
font-size: 48px;
color: #4fc3f7;
}
.author-link {
color: #4fc3f7;
text-decoration: none;
font-weight: 600;
}
.author-link:hover {
text-decoration: underline;
}
</style>
</head>
<body>
<div class="slide">
<div class="logo-container">
<img src="https://sfile.chatglm.cn/images-ppt/1820f42c924a.jpg" alt="Z.AI Logo" class="zai-logo">
</div>
<div class="content">
<h1 class="title">Adding <span class="highlight">GLM 4.6 Model</span> to TRAE</h1>
<h2 class="subtitle">Step-by-step instructions to integrate GLM 4.6 with TRAE platform<br><br>by <a href="https://t.me/VibeCodePrompterSystem" class="author-link">RyzenAdvanced (Roman)</a></h2>
<div class="icon-container">
<i class="material-icons">integration_instructions</i>
</div>
</div>
</div>
</body>
</html>