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Source channel @githubtrending · Post #14947 · Jul 11

#ruby Flexile is a software project that helps you set up and run a web application easily using tools like Docker, Node.js, Ruby, and PostgreSQL. It provides scripts to simplify installation and running the app locally, with guidance on fixing common issues like database user creation and Redis connection errors. You can also run tests to ensure everything works well. This setup helps you quickly develop and test your app with less hassle, saving time and effort in managing dependencies and environment configurations. Flexile is open-source under the MIT License, so you can use and modify it freely. https://github.com/antiwork/flexile

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​​Совсем лайтовая статья для новичков "10 главных конструкций языка R". Содержание: - Комментарии - Переменные и векторы - Внешние модули - Ввод и вывод - Присваивание и сравнение - Условный оператор if - Цикл for - Функции - Классы, методы и объекты #статьи #easy

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@githubtrending · Post #15433 · 01/23/2026, 02:30 PM

#python#deepseek#demo#easy#embedding#flask#gpt#huggingface_transformers#llm#mcp#multimodal#openai#qwen#rag#sentence_transformers#ui#vllm#vlm UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles. https://github.com/OpenBMB/UltraRAG