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Canal fuente @python_academy · Post #1507 · 30 oct

Парсинг JSON в Python с библиотекой ujson Сегодня мы поговорим о библиотеке ujson, которая предоставляет эффективные инструменты для работы с данными в формате JSON в Python. JSON (JavaScript Object Notation) - это популярный формат для обмена данными между приложениями, и ujson позволяет эффективно парсить JSON-данные и создавать JSON-объекты. Что такое ujson? ujson - это модуль Python, который предоставляет более быструю альтернативу стандартному модулю json в стандартной библиотеке Python. Благодаря оптимизациям, ujson может значительно ускорить парсинг и создание JSON-данных. Преимущества ujson перед обычным json: 1. Скорость:ujson известен своей высокой производительностью, что делает его отличным выбором для приложений, где важна скорость обработки JSON-данных. 2. Легкость использования: Интерфейс библиотеки очень похож на стандартный модуль json, поэтому переключение на ujson не требует больших изменений в коде. 3. Совместимость:ujson совместим с большинством современных версий Python. 4. Эффективность: Парсер ujson создан с акцентом на эффективность и оптимизацию, что позволяет экономить ресурсы при обработке JSON-данных. P.S. Автор этого поста вдохновился идеей, предложенной одним из наших подписчиков. Если и у вас есть свои предложения, не стесняйтесь делиться ими в комментариях! #python#ujson#json#библиотеки

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@githubtrending · Post #15085 · 22/08/2025, 12:30

#python#chatbi#deepseek#llm#nl2sql#rag#sqlbot#text_to_sql#text2sql SQLBot is an easy-to-use intelligent system that turns natural language questions into SQL queries using advanced AI models and retrieval-augmented generation (RAG). You just need to set up your AI model and data source to start asking questions about your data. It integrates smoothly with other business systems and AI platforms, making it simple to add smart data querying to your apps. It also ensures data security with workspace-based resource isolation and fine-grained access control. You can quickly deploy it on a Linux server using Docker, enabling fast, secure, and intelligent data interaction without needing deep SQL knowledge. This saves you time and improves data accessibility. https://github.com/dataease/SQLBot

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@githubtrending · Post #15364 · 24/12/2025, 11:30

#python#ai_tool#darkweb#darkweb_osint#investigation_tool#llm_powered#osint#osint_tool Robin is an AI tool that searches and scrapes the dark web, refines queries with large language models, filters results, and produces a concise investigation summary you can save or export, with Docker and CLI options and support for multiple LLMs (OpenAI, Anthropic, Gemini, local models) to fit your workflow. This helps you save hours of manual searching by automating multi-engine dark-web searches, scraping Onion sites via Tor, filtering noise with AI, and producing ready-to-use reports for faster, more focused OSINT investigations. https://github.com/apurvsinghgautam/robin

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@githubtrending · Post #15585 · 26/03/2026, 11:30

#python#4k#aac#apple_music#apple_music_downloader#downloader#m4a#m4v Gamdl is a free command-line tool to download Apple Music songs in high-quality AAC 256kbps, music videos up to 4K, albums, playlists, and artist content, with synced lyrics (LRC/SRT), rich metadata, and cover art. Install via `pip install gamdl`, add your browser cookies from an active subscription, and run `gamdl [URL]`. It benefits you by letting you enjoy offline playback anywhere without streaming data costs, on any device, with organized files ready for your library. https://github.com/glomatico/gamdl

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@githubtrending · Post #14745 · 24/05/2025, 11:30

#python#allowlist#blocklist#disposable#domain#email#filter#hacktoberfest#pypi This resource provides a comprehensive, regularly updated list of disposable email domains used to block fake or temporary email addresses that people often use to spam or abuse online services. By using this list, you can prevent users from registering with throwaway emails, improving the quality and security of your user base. It offers easy integration examples in many programming languages, helping you quickly check if an email is disposable and reject it if needed. This keeps your system cleaner, reduces spam, and ensures users provide real, permanent emails for better communication and trust. The list is free to use and open for contributions, making it reliable and community-supported. https://github.com/disposable-email-domains/disposable-email-domains

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@githubtrending · Post #15163 · 24/09/2025, 19:30

#python#document_analysis#layout_analysis#ocr#parser#pdf#pdf_converter#pdf_parser#python#vlm_ocr Dolphin is a smart AI tool that can analyze and understand complex document images, like pages with text, tables, formulas, and pictures. It works in two steps: first, it figures out the layout and reading order of the page; then, it quickly parses each element using special prompts. This makes it fast and accurate for turning document images into structured data like JSON or Markdown. You can use pre-trained models and easy code to process single pages, PDFs, or specific elements. This helps you save time and effort when extracting information from complicated documents efficiently. https://github.com/bytedance/Dolphin

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@githubtrending · Post #15497 · 16/02/2026, 12:30

#python#adblock#adblock_list#adblock_plus#adguard#adguard_list#adguardhome#quantumult_x GOODBYEADS offers powerful, regularly updated rules (over 215,000 ad blocks, 102,000 DNS blocks) in formats like AdGuard, Quantumult X, and SmartDNS, with GitHub and fast domestic links. It blocks ads, trackers, and malware from top sources for clean browsing. You gain faster page loads, better privacy, less data use, and fewer distractions on any device. https://github.com/8680/GOODBYEADS

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@githubtrending · Post #15166 · 25/09/2025, 11:30

#python#ai#ai_chat#chatgpt#enterprise_search#gen_ai#information_retrieval#llm#llm_ui#nextjs#python#rag Onyx is an open-source AI platform that lets you easily create and use custom AI chat agents with any large language model (LLM). It supports advanced features like web search, document search, code execution, and connecting to over 40 apps, all while keeping your data secure and private. You can deploy it quickly on your own servers or cloud, making it great for individuals or large teams. Onyx helps you get accurate, reliable answers from your own knowledge and automates tasks, improving productivity and collaboration in your work. It’s flexible, secure, and free to start with. https://github.com/onyx-dot-app/onyx

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@githubtrending · Post #15019 · 01/08/2025, 12:30

#python#arxiv#automation#e_mail#github_action#paper#recommendation#research#zotero You can get daily emails recommending new arXiv research papers that match your interests by linking your Zotero library with the Zotero-arXiv-Daily tool. It automatically finds relevant papers based on what you have saved in Zotero, summarizes them with AI-generated short descriptions, and sends you links to PDFs and code if available. This service is free, easy to set up on GitHub with minimal configuration, and runs automatically every day, saving you time and effort in keeping up with new scientific papers tailored to your research areas. It helps you stay updated without manually searching arXiv[1]. https://github.com/TideDra/zotero-arxiv-daily

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@githubtrending · Post #14797 · 06/06/2025, 12:00

#python#agents#document_search#evaluation#guardrails#llms#optimization#prompts#rag#vector_stores Ragbits is a tool that helps build and deploy GenAI applications quickly. It offers features like swapping between many language models, ensuring safe interactions with these models, and connecting to various data storage systems. Ragbits also includes tools for managing data and testing prompts, making it easier to develop reliable AI applications. This helps users create more accurate and efficient AI systems by integrating the latest data and reducing errors. Overall, Ragbits makes it faster and more efficient to develop and deploy AI applications. https://github.com/deepsense-ai/ragbits

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@githubtrending · Post #15076 · 19/08/2025, 13:00

#python#aws#mcp#mcp_client#mcp_clients#mcp_host#mcp_server#mcp_servers#mcp_tools#modelcontextprotocol AWS MCP Servers use the Model Context Protocol (MCP), an open standard that connects AI tools with AWS data and services in a simple, secure way. These servers improve AI responses by providing up-to-date AWS documentation, best practices, and workflow automation for cloud development, infrastructure, and operations. You can run MCP servers locally for development or use AWS-managed remote servers for easy access and scalability. MCP servers support many AWS services like Lambda, DynamoDB, EKS, and more, helping you build, manage, and optimize AWS resources efficiently with AI assistance. Installation is easy with one-click options for popular tools like VS Code and Cursor. This makes cloud development faster, more accurate, and cost-effective. https://github.com/awslabs/mcp

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@githubtrending · Post #15607 · 07/04/2026, 11:30

#python#ai_agents#ai_tutor#clawdbot#cli_tool#deepresearch#interactive_learning#large_language_models#multi_agent_systems#rag DeepTutor v1.0.0 is an open-source AI tutoring tool with personalized TutorBots, unified chat modes for solving problems, quizzes, research, and math animations, plus knowledge bases from your PDFs, persistent memory of your learning style, AI co-writing, and guided plans—all via easy web, Docker, or CLI setup. You benefit by getting a smart, evolving study companion that adapts to you, boosts understanding with interactive tools, and saves time on tough topics without starting over. https://github.com/HKUDS/DeepTutor

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