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Canal fuente @python_academy · Post #2129 · 16 ago

Установление SSH-соединения с сервером Библиотека paramiko предоставляет возможность подключения к серверам через протокол SSH2, позволяя выполнять те же действия, что и при использовании стандартной утилиты ssh в Linux. Модуль paramiko отличается простотой в использовании, и вы можете ознакомиться с примерами его основных методов на представленном изображении. В качестве любопытного факта, название Paramiko происходит от слияния слов "параноик" и "друг" на языке эсперанто. Для установки пакета используйте менеджер пакетов pip в привычном порядке. Подробную документацию можно найти здесь. #python#paramiko#ssh

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@githubtrending · Post #15353 · 22/12/2025, 12:00

#python#gemini#gemini_ai#gemini_api#gemini_flash#gemini_pro#information_extration#large_language_models#llm#nlp#python#structured_data **LangExtract** is a free Python library that uses AI models like Gemini to pull structured data—like names, emotions, or meds—from messy text such as reports or books. It links every fact to its exact spot in the original, creates interactive visuals for easy checks, handles huge files fast with chunking and parallel runs, and works with cloud or local models without fine-tuning. You benefit by quickly turning unstructured docs into reliable, organized data for analysis, saving time and boosting accuracy in fields like healthcare or research. https://github.com/google/langextract

GitHub Trends

@githubtrending · Post #15421 · 18/01/2026, 12:00

#python#audio#deeplearning#minicpm#python#pytorch#speech#speech_synthesis#text_to_speech#tts#tts_model#voice_cloning VoxCPM is a free, open-source TTS tool that turns text into realistic speech without tokens, creating expressive audio that matches context and clones voices perfectly from just 3-10 seconds of sample. Download VoxCPM1.5 (800M params) from Hugging Face, install via pip, and use simple Python or CLI commands for fast synthesis (RTF 0.15 on RTX 4090) or fine-tuning your own voices. You benefit by easily making natural audiobooks, podcasts, clones, or apps with pro-quality sound—saving time and costs on voice work. https://github.com/OpenBMB/VoxCPM

GitHub Trends

@githubtrending · Post #15254 · 31/10/2025, 11:30

#python#agent_framework#data_analysis#deep_research#deep_search#llms#multi_agent_system#nlp#public_opinion_analysis#python3#sentiment_analysis You can use the "Weibo Public Opinion Analysis System" (called "微舆") to automatically analyze public opinion from over 30 major social media platforms and millions of comments. It uses AI agents working together to monitor, search, analyze text and videos, and generate detailed reports based on real-time data. The system supports easy setup, custom models, and integration with your own databases, helping you understand public sentiment, trends, and make better decisions. It offers continuous monitoring, deep multi-angle analysis, and flexible report generation, all accessible by simply asking questions like chatting. This saves you time and gives clear insights into public opinion dynamics. https://github.com/666ghj/BettaFish

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@githubtrending · Post #15103 · 30/08/2025, 11:30

#python#blueteam#discovery#emails#information_gathering#osint#python#recon#reconnaissance#redteam#subdomain_enumeration theHarvester is a free, easy-to-use tool that helps you gather public information about a domain, such as emails, subdomains, IPs, and URLs, from many online sources like search engines and databases. It is useful during security testing to understand a company’s external exposure and find potential vulnerabilities. You can run it with Python and it supports features like DNS brute forcing and taking screenshots of found subdomains. Using theHarvester helps you quickly collect valuable data for cybersecurity assessments, making your research more efficient and thorough. https://github.com/laramies/theHarvester

GitHub Trends

@githubtrending · Post #15109 · 01/09/2025, 11:30

#python#bot#python#tiktok#tiktok_api#tiktok_bot#tiktok_python#tiktok_views#tiktokbot#views#zefoy You can learn how to build the Zefoy bot yourself through a new course that shares 5+ years of reverse engineering knowledge, so you don’t have to rely on frequent fixes. The updated bot script now includes an automatic captcha solver, making it easier to run without interruptions. It’s fast, lightweight, works with TikTok’s API for dynamic view counts, and can be used on mobile devices. To use it, you just need Python and a few packages installed, then run the provided Python file. This gives you control and efficiency in automating TikTok views and interactions. https://github.com/xtekky/TikTok-ViewBot

GitHub Trends

@githubtrending · Post #15301 · 04/12/2025, 18:00

#shell#bash#developers_everyday_life#java#option_parser#python#script#shell#show_busy_java_threads#show_duplicate_java_classes#terminal#useful_scripts This repository provides useful scripts for Java and Shell that make developer work easier and faster. The Java scripts help you quickly find CPU performance problems in running processes, detect duplicate classes in jar files, and search for specific classes across multiple jar files. The Shell scripts enhance command-line productivity with features like copying output to clipboard, colorizing file displays, deduplicating lines without sorting, and managing Docker containers more easily. The scripts are production-ready, used by major companies like Alibaba, and follow strict Bash standards for safety and reliability. You benefit by getting professional-grade tools that save time on routine tasks and learning best practices for writing quality shell scripts. https://github.com/oldratlee/useful-scripts

GitHub Trends

@githubtrending · Post #14740 · 23/05/2025, 12:30

#python#async#asyncio#cross_platform#downloader#gui#multithreading#pyqt#pyside6#python#qt#software#streaming Ghost Downloader 3 is a fast, AI-powered download manager that works on Windows, Linux, and macOS. It speeds up downloads by splitting files into many parts and using multiple threads, dynamically adjusting to use your full bandwidth. It supports resuming downloads, proxy settings, SSL security, and clipboard monitoring for easy link capture. The interface is modern and user-friendly. This tool helps you download files more quickly and efficiently, with options to control speed and use proxies, making it ideal if you want faster, smarter, and more reliable downloads on your computer[1]. https://github.com/XiaoYouChR/Ghost-Downloader-3

GitHub Trends

@githubtrending · Post #15528 · 28/02/2026, 12:00

#python#agent#android#app#automation#copilot#gui#mllm#mobile#mobile_agents#multimodal#multimodal_agent#multimodal_large_language_models Mobile-Agent-v3.5 is Alibaba's top GUI agent family using GUI-Owl 1.5 models (2B to 235B sizes) for automating desktop, mobile, and browser tasks like stock checks, bookings, or document creation with planning, reflection, and memory. Try free online demos on ModelScope or Bailian, or use limited-time APIs—no setup needed. It leads 20+ benchmarks for real-world use. You benefit by saving time on repetitive tasks, boosting productivity, and handling complex operations hands-free across devices. https://github.com/X-PLUG/MobileAgent

GitHub Trends

@githubtrending · Post #15036 · 08/08/2025, 11:30

#other#agent#ai#artificial_intelligence#autogpt#autonomous_agents#awesome#babyagi#copilot#gpt#gpt_4#gpt_engineer#openai#python Codeium is a free AI-powered coding assistant that helps you write code faster and better by providing real-time autocomplete suggestions, generating code from natural language, explaining code, and assisting with refactoring. It supports over 70 programming languages and integrates with many popular IDEs like Visual Studio Code. Codeium learns from your coding style and project context to offer relevant suggestions, saving you time and reducing errors. It also includes a chat feature to answer coding questions instantly, so you don’t need to switch to a browser for help. This boosts your productivity and code quality efficiently. https://github.com/e2b-dev/awesome-ai-agents

GitHub Trends

@githubtrending · Post #15214 · 12/10/2025, 11:30

#python#agents#ai#ai_agents#api#developer_tools#discord#function_calling#integration#llm#mcp#mcp_client#mcp_server#oauth2#open_source Klavis AI helps developers connect AI tools to other services like GitHub, Gmail, and Slack easily. It offers hosted servers that handle authentication and client code automatically, making it simpler to integrate AI with various platforms. This saves time and effort by eliminating the need for custom authentication management and client library maintenance. Users can quickly set up and scale their AI applications without worrying about complex integrations, making it easier to deploy AI-powered workflows securely and efficiently. https://github.com/Klavis-AI/klavis

GitHub Trends

@githubtrending · Post #14996 · 25/07/2025, 12:00

#ocaml#c#go#java#javascript#python#r2c#ruby#sast#semgrep#static_analysis#static_code_analysis#typescript Semgrep is a fast, open-source tool that scans your code to find bugs and security issues in over 30 programming languages. It works locally on your computer or in your build system, so your code stays private. Semgrep’s rules are easy to write and understand, helping you catch problems early in development, whether in your IDE, pre-commit checks, or CI/CD pipelines. For stronger security, the Semgrep AppSec Platform offers advanced analysis, AI-powered triage, and detailed fix guidance, reducing false alarms and helping developers fix issues quickly without slowing down. This improves code quality and security efficiently. https://github.com/semgrep/semgrep

GitHub Trends

@githubtrending · Post #14891 · 01/07/2025, 11:30

#other#beginner#contribution#contributions_welcome#css#frontend#hacktoberfest#html#javascript#open_source#opensource#php#projects#python#react You can find a well-organized collection of coding project ideas divided into three skill levels: beginner, intermediate, and advanced. Each project includes clear goals, user stories, optional bonus features, and helpful resources, making it easier for you to build and extend your projects. This helps you improve coding skills, experiment with new technologies, and create impressive portfolio pieces to attract employers or clients. The list covers various technologies like JavaScript, Python, React, MERN stack, and blockchain, with tutorials and design resources included. You can also contribute ideas and examples to grow the collection and get community support. This resource saves you time and inspires your learning journey. https://github.com/The-Cool-Coders/Project-Ideas-And-Resources

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