Rich is a Python library that adds colors, tables, progress bars, markdown rendering, and syntax highlighting to terminal output, making CLI tools and REPL sessions significantly more readable and visually polished across Linux, macOS, and Windows.
- Its `print` is a drop-in replacement for the built-in, so you can swap it in with only an import change and embed markup like ` bold magenta » ` directly in strings
- Can be installed into the Python REPL to automatically pretty-print any data structure you inspect
- Supports true color and emoji on modern Windows Terminal, falling back to 16 colors on classic terminals
- Requires Python 3.8+
- Its `print` is a drop-in replacement for the built-in, so you can swap it in with only an import change and embed markup like ` bold magenta » ` directly in strings
- Can be installed into the Python REPL to automatically pretty-print any data structure you inspect
- Supports true color and emoji on modern Windows Terminal, falling back to 16 colors on classic terminals
- Requires Python 3.8+
Termaid is a pure Python library and CLI that renders Mermaid diagrams as Unicode or ASCII art directly in the terminal or within Python apps, supporting 18 diagram types with zero dependencies, terminal-aware auto-fitting, optional Rich colored output and Textual widget integration.
- Inspired by mermaid-ascii and beautiful-mermaid
- Offers 11 built-in themes including gruvbox, monokai, dracula, nord and solarized
- Pipe-friendly CLI examples include `cat diagram.mmd | termaid` and `uvx termaid diagram.mmd`
- Inspired by mermaid-ascii and beautiful-mermaid
- Offers 11 built-in themes including gruvbox, monokai, dracula, nord and solarized
- Pipe-friendly CLI examples include `cat diagram.mmd | termaid` and `uvx termaid diagram.mmd`
An open-source command-line tool designed to identify the optimal local Large Language Model specifically suited for a user's existing or planned hardware. It automatically detects GPU, CPU, and RAM capacity to rank HuggingFace models using real performance benchmarks instead of relying on parameter size alone.
* Hardware auto-detection for NVIDIA, AMD, Apple Silicon, and CPUs
* Intelligent ranking based on benchmark evidence and recency awareness
* Capability to simulate different GPUs for hardware upgrade planning
* Support for GGUF, AWQ, and GPTQ model formats
* Streamlined workflows including one-command chat sessions and Python code snippet generation
* Hardware auto-detection for NVIDIA, AMD, Apple Silicon, and CPUs
* Intelligent ranking based on benchmark evidence and recency awareness
* Capability to simulate different GPUs for hardware upgrade planning
* Support for GGUF, AWQ, and GPTQ model formats
* Streamlined workflows including one-command chat sessions and Python code snippet generation
A reliable Python tool designed to organize messy Google Photos Takeout exports. It addresses common issues found in Takeout downloads, such as inconsistent JSON sidecar naming, truncated filenames due to Windows path limits, duplicate files sharing single metadata files, and incorrect timestamps.
Key features include:
- Organization by date structure (YYYY/MM)
- Preservation of original album structures
- Robust matching for various JSON sidecar naming variants
- MD5 hash-based duplicate detection
- Support for EXIF fallback and filename pattern extraction
- Dry-run mode to preview changes without writing files
Key features include:
- Organization by date structure (YYYY/MM)
- Preservation of original album structures
- Robust matching for various JSON sidecar naming variants
- MD5 hash-based duplicate detection
- Support for EXIF fallback and filename pattern extraction
- Dry-run mode to preview changes without writing files
ShellGPT is a powerful command-line productivity tool driven by large language models like GPT-4. It is designed to streamline the development workflow by generating shell commands, code snippets, and documentation directly within the terminal, reducing the need for external searches. The tool supports multiple operating systems including Linux, macOS, and Windows, and is compatible with various shells such as Bash, Zsh, and PowerShell. Beyond simple queries, it offers advanced features like shell integration for automated command execution, a REPL mode for interactive chatting, and the ability to implement custom function calls. Users can also leverage local LLM backends like Ollama for a free, privacy-focused alternative to OpenAI's API.
CLI-Anything bridges the gap between AI agents and the world's software by making any software agent-ready. It's a universal interface for both humans and AI, offering a structured, lightweight, and self-describing approach. The project automates the creation of CLIs for applications like GIMP, Blender, and LibreOffice through a 7-phase pipeline – analyzing code, designing command groups, implementing the CLI, planning tests, writing tests, documenting, and publishing. It supports multiple platforms including Claude Code, OpenClaw, and Codex, with a focus on authentic software integration and production-grade testing.
An open source web crawler that searches the internet. It's a minimal, real-time web search CLI that searches the internet for you. Enter a query and get search results as JSON (title, url, published_date), sorted by recency.
The author discusses 10 Python libraries that have reduced the need to build traditional UIs, focusing on backend power and efficiency. The article begins by stating a shift away from frontend development towards leveraging powerful Python libraries for backend tasks.
| Library | Description |
|-------------|-------------------------------------------------|
| Textual | Terminal UIs that look like native apps |
| Remi | Web apps from Python scripts (no HTML needed) |
| NiceGUI | Reactive GUIs with Python and Vue |
| Flet | Flutter-like UIs in pure Python |
| Eel | Web frontends + Python backends |
| Dear PyGui | Fast, GPU-accelerated GUI engine |
| pywebview | Native webview windows powered by Python |
| Toga | Native UIs for desktop and mobile |
| JustPy | Interactive web apps in pure Python |
| Gooey | Turns CLI apps into GUIs instantly |
| Library | Description |
|-------------|-------------------------------------------------|
| Textual | Terminal UIs that look like native apps |
| Remi | Web apps from Python scripts (no HTML needed) |
| NiceGUI | Reactive GUIs with Python and Vue |
| Flet | Flutter-like UIs in pure Python |
| Eel | Web frontends + Python backends |
| Dear PyGui | Fast, GPU-accelerated GUI engine |
| pywebview | Native webview windows powered by Python |
| Toga | Native UIs for desktop and mobile |
| JustPy | Interactive web apps in pure Python |
| Gooey | Turns CLI apps into GUIs instantly |
This GitHub repository contains a collection of example files demonstrating various use cases and configurations for the llamafiles tools, including examples:
* **System Administration:** Scripts and configurations for Ubuntu, Raspberry Pi 5, and macOS.
* **LLM Interaction:** Examples of prompts and interactions with LLMs like Mixtral and Dolphin.
* **Text Processing:** Scripts for summarizing text, extracting information, and formatting output.
* **Development Tools:** Examples related to Git, Emacs, and other development tools.
* **Hardware Monitoring:** Scripts for monitoring GPU and NVMe drive status.
* **System Administration:** Scripts and configurations for Ubuntu, Raspberry Pi 5, and macOS.
* **LLM Interaction:** Examples of prompts and interactions with LLMs like Mixtral and Dolphin.
* **Text Processing:** Scripts for summarizing text, extracting information, and formatting output.
* **Development Tools:** Examples related to Git, Emacs, and other development tools.
* **Hardware Monitoring:** Scripts for monitoring GPU and NVMe drive status.
Turn any Kiwix ZIM archive (offline Wikipedia, Stack Exchange, DevDocs, etc.) into an instant knowledge source for LLMs with a tiny CLI + Python server exposing searchable chunks, metadata and citations.
