klotz: rust* + github*

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  1. Firecrawl introduces pdf-inspector, a high-performance Rust library designed for rapid PDF classification, text extraction, and Markdown conversion. By sampling content streams to quickly distinguish between text-based and scanned documents, the tool enables intelligent routing that bypasses costly OCR services for standard PDFs. It delivers position-aware text extraction, automated table and column detection, and robust encoding handling while maintaining a lightweight footprint with no external ML dependencies or model training requirements.

    - Provides bindings for Python, Node.js, and browser WebAssembly environments.
    - Achieves sub-200ms processing times on large corpora while outperforming several established local parsers in reading order and table accuracy.
    - Features per-page OCR routing suggestions to optimize mixed-format document workflows.
    - Handles complex layouts including RTL text, multi-column newspapers, and CID-encoded fonts.
    - Released under the MIT license with active community contributions and CI/CD automation.
  2. zerobrew is a faster, modern Mac package manager that applies uv's model to Mac packages. It features a content-addressable store, APFS clonefile, parallel downloads, and streaming execution for dramatic speedups.
  3. An extremely lightweight universal grammar implementation with provable recursion, based on Chomsky's Minimalist Grammar theory, fitting in under 50kB with zero runtime dependencies. It includes a probabilistic language model extension and formal verification.
  4. Run, validate and execute GitHub Actions locally. WRKFLW is a powerful command-line tool for validating and executing GitHub Actions workflows locally, without requiring a full GitHub environment.
  5. systemctl-tui is a fast, simple TUI for interacting with systemd services and their logs. It allows browsing service status, starting/stopping/restarting/reloading services, and viewing/editing unit files.
    2025-07-07 Tags: , , , , , , by klotz
  6. Rensa is a high-performance MinHash suite written in Rust with Python bindings. It's designed for efficient similarity estimation and deduplication of large datasets. It offers R-MinHash, C-MinHash, and OptDensMinHash variants, significantly faster than datasketch while maintaining comparable accuracy.
  7. ChatDBG is an AI-based debugging assistant for C/C++/Python/Rust code that integrates large language models into a standard debugger (pdb, lldb, gdb, and windbg) to help debug your code. It can provide error diagnoses and suggest fixes.
    2025-05-18 Tags: , , , , , , , , by klotz
  8. A collection of Python examples demonstrating the use of Mistral.rs, a Rust library for working with mistral models.
    2024-10-31 Tags: , , , , , , by klotz
  9. Utilities for Llama.cpp, OpenAI, Anthropic, Mistral-rs. A collection of tools for interacting with various large language models. The code is written in Rust and includes functions for loading models, tokenization, prompting, text generation, and more.
  10. Mistral.rs is a fast LLM inference platform supporting inference on a variety of devices, quantization, and easy-to-use application with an Open-AI API compatible HTTP server and Python bindings. It supports the latest Llama and Phi models, as well as X-LoRA and LoRA support. The project aims to provide the fastest LLM inference platform possible.
    2024-04-29 Tags: , , , , by klotz

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