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Source channel @githubtrending · Post #14993 · Jul 24

#jupyter_notebook Retrieval Augmented Generation (RAG) helps large language models (LLMs) answer questions using up-to-date or private information by connecting them to external data sources, unlike fine-tuning which retrains the model on specific data. RAG is useful when you need current, dynamic information without costly retraining, making it ideal for tasks like customer support or knowledge management. Fine-tuning is better for deep expertise in a specialized field but requires more data and effort. Using RAG lets you get accurate, relevant answers quickly by combining the model’s language skills with fresh, specific data, improving usefulness and reliability. https://github.com/langchain-ai/rag-from-scratch

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infosecurity

@tg_infosec · Post #3617 · 09/25/2025, 10:31 AM

📲 Эмулятор терминала GNU/Linuxна Android — Termux. • Если Вы давно хотели изучить и использовать лучший эмулятор терминала для среды GNU/Linux на своем Android, то предлагаю прочитать очень крутой лонгрид на хабре, который составлял автор на протяжении двух недель, а прочтение статьи займет более 60 минут... Содержание следующее: ➡Установка и настройка среды Termux; ➡Парсинг данных​; ➡Автоматизация процесса: бэкап и шифрование данных; ➡Программирование на Android & Data Science; ➡Сниффить, парсить, брутить, дампить, сканить, фишить; ➡Обработка изображений; ➡Системное администрирование; ➡Управление OS Android на уровне процессов и многое другое... ➡Читать статью [62 min]. #Termux#Linux#Android

Libreware

@libreware · Post #1517 · 10/30/2025, 12:36 PM

How to run #ADB and #fastboot in #Termux without root to unlock #bootloader, run ADB commands, remove #bloatware, flash ROM, or even root another #Android https://www.mobile-hacker.com/2025/06/16/how-to-run-adb-and-fastboot-on-a-non-rooted-android-smartphone-using-termux/: 1. It supports debloating of various manufacturers and mobile carriers such as LG, Samsung, Xiaomi, Huawei, Oppo, Realme, Vivo, ZTE, OnePlus, Nokia, Sony, Asus, Google, Fairphone, Motorola, Tecno, Unihertz. 2. Full access to the app’s private storage — including databases, tokens, cached credentials, config files, or even offline user data. 3. Another common issue in AndroidManifest.xml is this flag: When enabled (which it is by default unless explicitly disabled), Android allows the app’s private data to be backed up via ADB — again, even on non-rooted devices. Android, use termux-adb command instead of adb https://github.com/nohajc/termux-adb Android debloater for pc and debloat lists https://github.com/Universal-Debloater-Alliance/universal-android-debloater-next-generation https://github.com/Universal-Debloater-Alliance/universal-android-debloater-next-generation/blob/main/resources/assets/uad_lists.json #debloat

GitHub Trends

@githubtrending · Post #15075 · 08/19/2025, 12:30 PM

#python#cybersecurity#fyp#hacking#hacking_tool#indonesia#information#information_gathering#ip_geolocation#linux#osint#osint_python#osint_tool#pentesting#phone_number#python#python_hacking#termux#termux_hacks#termux_tool GhostTrack is a simple tool you can install on Linux or Termux to track locations, phone numbers, or social media usernames using open-source intelligence (OSINT). It offers menus for IP tracking (which can be combined with another tool called Seeker), phone number tracking, and username tracking on social media. This helps you gather information about a target’s location or identity easily. The benefit is that you can quickly find useful data for security, investigation, or personal knowledge without needing advanced skills, all through a straightforward Python-based program created by HunxByts. https://github.com/HunxByts/GhostTrack