When to use

• When you need to use vector-rag-gui CLI tool
• When you need comprehensive guidance on CLI commands
• When you need examples and troubleshooting

vector-rag-gui Skill

Purpose

This skill provides access to the vector-rag-gui CLI tool. vector rag gui.

When to Use This Skill

Use this skill when:

• You need to understand how to use vector-rag-gui
• You need comprehensive examples and patterns
• You need troubleshooting guidance

Do NOT use this skill for:

• Tasks unrelated to vector-rag-gui
• Quick syntax lookups (use slash commands instead)

CLI Tool: vector-rag-gui

The vector-rag-gui is a command-line interface tool that vector rag gui.

Installation

# Clone and install
git clone https://github.com/dnvriend/vector-rag-gui.git
cd vector-rag-gui
uv tool install .

Prerequisites

• Python 3.14+
• uv package manager

Quick Start

# Example 1: Basic usage
vector-rag-gui --help

# Example 2: Show version
vector-rag-gui --version

Progressive Disclosure

help - Show Help Information

Display help information for CLI commands.

Usage:

vector-rag-gui --help
vector-rag-gui COMMAND --help

Examples:

# General help
vector-rag-gui --help

# Command help
vector-rag-gui command --help

# Version info
vector-rag-gui --version

Multi-Level Verbosity Logging

Control logging detail with progressive verbosity levels. All logs output to stderr.

Logging Levels:

Examples:

# INFO level - see operations
vector-rag-gui command -v

# DEBUG level - see detailed info
vector-rag-gui command -vv

# TRACE level - see all internals
vector-rag-gui command -vvv

Shell Completion

Native shell completion for bash, zsh, and fish.

Installation:

# Bash (add to ~/.bashrc)
eval "$(vector-rag-gui completion bash)"

# Zsh (add to ~/.zshrc)
eval "$(vector-rag-gui completion zsh)"

# Fish (save to completions)
vector-rag-gui completion fish > ~/.config/fish/completions/vector-rag-gui.fish

Pipeline Composition

Compose commands with Unix pipes for powerful workflows.

Examples:

# Example pipeline workflows will be added when CLI commands are implemented
vector-rag-gui command --json | jq '.'

Common Issues

Issue: Command not found

# Verify installation
vector-rag-gui --version

# Reinstall if needed
cd vector-rag-gui
uv tool install . --reinstall

Issue: General errors

• Try with verbose flag: -vv to see detailed error information
• Check that all prerequisites are installed
• Ensure you're using Python 3.14+

Getting Help

# Show help
vector-rag-gui --help

# Command-specific help
vector-rag-gui COMMAND --help

Exit Codes

• 0: Success
• 1: Client error (invalid arguments, validation failed)
• 2: Server error (API error, network issue)
• 3: Network error (connection failed, timeout)

Output Formats

Default Output:

• Human-readable formatted output
• Varies by command

JSON Output (--json flag):

• Machine-readable structured data
• Perfect for pipelines and processing
• Available on commands that support structured output

Best Practices

1. Use verbosity progressively: Start with -v, increase to -vv/-vvv only if needed
2. Check help first: Use --help to understand command options
3. Leverage shell completion: Install completion for better CLI experience

Resources

• GitHub: https://github.com/dnvriend/vector-rag-gui
• Python Package Index: https://pypi.org/project/vector-rag-gui/
• Documentation: